WO2025179453A1 - Special transformed polar code - Google Patents
Special transformed polar codeInfo
- Publication number
- WO2025179453A1 WO2025179453A1 PCT/CN2024/078761 CN2024078761W WO2025179453A1 WO 2025179453 A1 WO2025179453 A1 WO 2025179453A1 CN 2024078761 W CN2024078761 W CN 2024078761W WO 2025179453 A1 WO2025179453 A1 WO 2025179453A1
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- WIPO (PCT)
- Prior art keywords
- vector
- matrix
- bits
- transformed
- frozen
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
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Classifications
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L1/00—Arrangements for detecting or preventing errors in the information received
- H04L1/004—Arrangements for detecting or preventing errors in the information received by using forward error control
- H04L1/0041—Arrangements at the transmitter end
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- H—ELECTRICITY
- H03—ELECTRONIC CIRCUITRY
- H03M—CODING; DECODING; CODE CONVERSION IN GENERAL
- H03M13/00—Coding, decoding or code conversion, for error detection or error correction; Coding theory basic assumptions; Coding bounds; Error probability evaluation methods; Channel models; Simulation or testing of codes
- H03M13/03—Error detection or forward error correction by redundancy in data representation, i.e. code words containing more digits than the source words
- H03M13/05—Error detection or forward error correction by redundancy in data representation, i.e. code words containing more digits than the source words using block codes, i.e. a predetermined number of check bits joined to a predetermined number of information bits
- H03M13/13—Linear codes
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- H—ELECTRICITY
- H03—ELECTRONIC CIRCUITRY
- H03M—CODING; DECODING; CODE CONVERSION IN GENERAL
- H03M13/00—Coding, decoding or code conversion, for error detection or error correction; Coding theory basic assumptions; Coding bounds; Error probability evaluation methods; Channel models; Simulation or testing of codes
- H03M13/61—Aspects and characteristics of methods and arrangements for error correction or error detection, not provided for otherwise
- H03M13/611—Specific encoding aspects, e.g. encoding by means of decoding
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- H—ELECTRICITY
- H03—ELECTRONIC CIRCUITRY
- H03M—CODING; DECODING; CODE CONVERSION IN GENERAL
- H03M13/00—Coding, decoding or code conversion, for error detection or error correction; Coding theory basic assumptions; Coding bounds; Error probability evaluation methods; Channel models; Simulation or testing of codes
- H03M13/61—Aspects and characteristics of methods and arrangements for error correction or error detection, not provided for otherwise
- H03M13/615—Use of computational or mathematical techniques
- H03M13/616—Matrix operations, especially for generator matrices or check matrices, e.g. column or row permutations
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L1/00—Arrangements for detecting or preventing errors in the information received
- H04L1/004—Arrangements for detecting or preventing errors in the information received by using forward error control
- H04L1/0056—Systems characterized by the type of code used
- H04L1/0057—Block codes
Definitions
- the present disclosure relates to wireless communications including a special transformed polar code.
- Wireless communication systems are widely deployed to provide various telecommunication services such as telephony, video, data, messaging, and broadcasts.
- Typical wireless communication systems may employ multiple-access technologies capable of supporting communication with multiple users by sharing available system resources. Examples of such multiple-access technologies include code division multiple access (CDMA) systems, time division multiple access (TDMA) systems, frequency division multiple access (FDMA) systems, orthogonal frequency division multiple access (OFDMA) systems, single-carrier frequency division multiple access (SC-FDMA) systems, and time division synchronous code division multiple access (TD-SCDMA) systems.
- CDMA code division multiple access
- TDMA time division multiple access
- FDMA frequency division multiple access
- OFDMA orthogonal frequency division multiple access
- SC-FDMA single-carrier frequency division multiple access
- TD-SCDMA time division synchronous code division multiple access
- 5G New Radio is part of a continuous mobile broadband evolution promulgated by Third Generation Partnership Project (3GPP) to meet new requirements associated with latency, reliability, security, scalability (such as with Internet of Things (IoT) ) , and other requirements.
- 3GPP Third Generation Partnership Project
- 5G NR includes services associated with enhanced mobile broadband (eMBB) , massive machine type communications (mMTC) , and ultra-reliable low latency communications (URLLC) .
- eMBB enhanced mobile broadband
- mMTC massive machine type communications
- URLLC ultra-reliable low latency communications
- Some aspects of 5G NR may be based on the 4G Long Term Evolution (LTE) standard.
- the techniques described herein relate to a method of encoding a channel, including: mapping a plurality of information bits and a plurality of frozen bits to an input vector (u) based on a reliability order; multiplying the input vector by a transformed matrix defined by: a first identity matrix with a size equal to a first quantity (p) of frozen bits before a first information bit in the input vector, an upper triangle matrix, and a second identity matrix with a size equal to a second quantity (q) of information bits after a last frozen bit in the input vector, to produce a resulting vector; and multiplying the resulting vector by a polar encoder matrix.
- the techniques described herein relate to a method of encoding a channel at a wireless node, including: mapping a plurality of information bits and a plurality of frozen bits to a vector (u) based on a reliability order; generating a resulting vector by multiplying the vector by a transformed matrix, said transformed matrix being defined by: a first identity matrix with a size equal to a first quantity (p) of frozen bits in the vector that are located before a first information bit in the vector, an upper triangle matrix, and a second identity matrix with a size equal to a second quantity (q) of information bits in the vector that are located after a last frozen bit in the vector; and multiplying the resulting vector by a polar encoder matrix.
- the techniques described herein relate to an apparatus for wireless communication, including: one or more memories storing computer-executable instructions; and one or more processors coupled with the one or more memories and configured to execute the computer-executable instructions, individually or in combination, to cause the apparatus to: map a plurality of information bits and a plurality of frozen bits to an vector based on a reliability order; generating a resulting vector by multiplying the vector by a transformed matrix to produce a resulting vector, said transformed matrix being defined by: a first identity matrix with a size equal to a first quantity of frozen bits in the vector that are located before a first information bit in the vector, an upper triangle matrix, and a second identity matrix with a size equal to a second quantity of information bits in the vector that are located after a last frozen bit in the vector; and multiply the resulting vector by a polar encoder matrix.
- the techniques described herein relate to an apparatus for wireless communication, including: means for mapping a plurality of information bits and a plurality of frozen bits to an vector based on a reliability order; means for generating a resulting vector by multiplying the vector by a transformed matrix, said transformed matrix being defined by: a first identity matrix with a size equal to a first quantity of frozen bits in the vector that are located before a first information bit in the vector, an upper triangle matrix, and a second identity matrix with a size equal to a second quantity of information bits in the vector that are located after a last frozen bit in the vector; and means for multiplying the resulting vector by a polar encoder matrix.
- FIG. 1 is a diagram illustrating an example of a wireless communications system including an access network.
- FIG. 2A is a diagram illustrating an example of a first frame.
- FIG. 2B is a diagram illustrating an example of DL channels within a subframe.
- FIG. 2C is a diagram illustrating an example of a second frame.
- FIG. 2D is a diagram illustrating an example of a subframe.
- FIG. 3 is a diagram illustrating an example of a base station (BS) and user equipment (UE) in an access network.
- BS base station
- UE user equipment
- FIG. 4 is a diagram illustrating an example disaggregated base station architecture.
- FIG. 5 is a diagram of an example input vector based on a reliability order.
- FIG. 6 is a diagram of an example transformed matrix.
- FIG. 7 is a conceptual data flow diagram illustrating the data flow between different means/components in an example communications device including a transformed polar encoder component.
- FIG. 8 is a flowchart of an example method for a communications device such as a UE or a base station to transmit a channel with polar coding using a transformed matrix.
- the described implementations may be implemented in any device, system or network that is capable of transmitting and receiving RF signals according to any of the wireless communication standards, including any of the IEEE 802.11 standards, the standard, code division multiple access (CDMA) , frequency division multiple access (FDMA) , time division multiple access (TDMA) , Global System for Mobile communications (GSM) , GSM/General Packet Radio Service (GPRS) , Enhanced Data GSM Environment (EDGE) , Terrestrial Trunked Radio (TETRA) , Wideband-CDMA (W-CDMA) , Evolution Data Optimized (EV-DO) , 1xEV-DO, EV-DO Rev A, EV-DO Rev B, High Speed Packet Access (HSPA) , High Speed Downlink Packet Access (HSDPA) , High Speed Uplink Packet Access (HSUPA) , Evolved High Speed Packet Access (HSPA+) , Long Term Evolution (LTE) , AMPS, or other known signals that are used
- channel coding is used to improve the reliability of transmitted information over a communications channel that is susceptible to noise and interference. For example, channel coding allows correction of errors.
- 5G NR has adopted a polar code for control channel communications.
- a polar code construction is based on a multiple recursive concatenation of a short kernel code which transforms the physical channel into virtual outer channels. When the number of recursions becomes large, the virtual channels tend to either have high reliability or low reliability (in other words, they polarize or become sparse) , and the data or information bits are allocated to the most reliable channels.
- polarization-adjusted convolutional (PAC) code which is a concatenation scheme with an outer convolutional code and an inner polar code.
- a PAC code may be represented as multiplication of an encoded vector by a convolutional encode matrix and a polar encoder matrix.
- a PAC code may outperform both conventional codes and CRC-aided list decoding of conventional polar codes.
- a Reed Muller sequence may be used to map k information bits and n-k frozen bits to the encoded vector of length n, where positions of the information bits and frozen bits are based on reliability.
- the convolutional encode matrix may change the information bits and frozen bits. Accordingly, the performance of the PAC code is not always better than conventional polar code because the reliability order may be changed prior to the polar encoding.
- the present disclosure provides a low-complexity polar coding technique that utilizes a transformed matrix.
- An input vector including information bits and frozen bits based on a reliability order is multiplied by the transformed matrix and a polar encoding matrix.
- the transformed matrix is defined by a first identity matrix with a size equal to a first quantity (p) of frozen bits before a first information bit in the input vector, an upper triangle matrix, and a second identity matrix with a size equal to a second quantity (q) of information bits after a last frozen bit in the input vector. Accordingly, unlike PAC coding, the multiplication of the input vector with the transformed matrix does not change the information bits or the reliability order of the resulting vector from the input vector.
- the transformed polar-code described herein provides a low-complexity encoder with improved performance over conventional polar codes.
- the performance improvements are present over a range of block lengths including greater block lengths than a PAC code.
- processors include microprocessors, microcontrollers, graphics processing units (GPUs) , central processing units (CPUs) , application processors, digital signal processors (DSPs) , reduced instruction set computing (RISC) processors, systems on a chip (SoC) , baseband processors, field programmable gate arrays (FPGAs) , programmable logic devices (PLDs) , state machines, gated logic, discrete hardware circuits, and other suitable hardware configured to perform the various functionality described throughout this disclosure.
- the processor may include an interface or be coupled to an interface that can obtain or output signals.
- the processor may obtain signals via the interface and output signals via the interface.
- the interface may be a printed circuit board (PCB) transmission line.
- the interface may include a wireless transmitter, a wireless transceiver, or a combination thereof.
- the interface may include a radio frequency (RF) transceiver which can be implemented to receive or transmit signals, or both.
- RF radio frequency
- One or more processors in the processing system may execute software.
- Software shall be construed broadly to mean instructions, instruction sets, code, code segments, program code, programs, subprograms, software components, applications, software applications, software packages, routines, subroutines, objects, executables, threads of execution, procedures, functions, etc., whether referred to as software, firmware, middleware, microcode, hardware description language, or otherwise.
- the functions described may be implemented in hardware, software, or any combination thereof. If implemented in software, the functions may be stored on or encoded as one or more instructions or code on a computer-readable medium.
- Computer-readable media includes computer storage media, which may be referred to as non-transitory computer-readable media. Non-transitory computer-readable media may exclude transitory signals. Storage media may be any available media that can be accessed by a computer.
- such computer-readable media can include a random-access memory (RAM) , a read-only memory (ROM) , an electrically erasable programmable ROM (EEPROM) , optical disk storage, magnetic disk storage, other magnetic storage devices, combinations of the aforementioned types of computer-readable media, or any other medium that can be used to store computer executable code in the form of instructions or data structures that can be accessed by a computer.
- RAM random-access memory
- ROM read-only memory
- EEPROM electrically erasable programmable ROM
- optical disk storage magnetic disk storage
- magnetic disk storage other magnetic storage devices
- combinations of the aforementioned types of computer-readable media or any other medium that can be used to store computer executable code in the form of instructions or data structures that can be accessed by a computer.
- FIG. 1 is a diagram illustrating an example of a wireless communications system and an access network 100.
- the wireless communications system (also referred to as a wireless wide area network (WWAN) ) includes base stations 102, UEs 104, an Evolved Packet Core (EPC) 160, and another core network 190 (such as a 5G Core (5GC) ) .
- the base stations 102 may include macrocells (high power cellular base station) or small cells (low power cellular base station) .
- the macrocells include base stations.
- the small cells include femtocells, picocells, and microcells.
- the small cells include femtocells, picocells, and microcells.
- the base stations 102 can be configured in a Disaggregated RAN (D-RAN) or Open RAN (O-RAN) architecture, where functionality is split between multiple units such as a central unit (CU) , one or more distributed units (DUs) , or a radio unit (RU) .
- D-RAN Disaggregated RAN
- O-RAN Open RAN
- Such architectures may be configured to utilize a protocol stack that is logically split between one or more units (such as one or more CUs and one or more DUs) .
- the CUs may be implemented within an edge RAN node, and in some aspects, one or more DUs may be co-located with a CU, or may be geographically distributed throughout one or multiple RAN nodes.
- the DUs may be implemented to communicate with one or more RUs.
- one or more wireless nodes such as one or more of the UEs 104 or one or more of the base stations 102 includes a transformed polar encoder component 140 configured to transmit information with polar encoding.
- the transformed polar encoder component 140 includes a mapping component 142, a transform component 144, and a polar encoder component 146.
- the mapping component 142 is configured to map a plurality of information bits and frozen bits to a vector (u) based on a reliability order.
- the transform component 144 is configured to generate a resulting vector by multiplying the vector by a transformed matrix.
- the transformed matrix may be pre-transformed or dynamically transformed.
- the transformed matrix may be defined by a first identity matrix with a size equal to a first quantity (p) of frozen bits in the vector that are located before a first information bit in the vector, an upper triangle matrix, and a second identity matrix with a size equal to a second quantity (q) of information bits in the vector that are located after a last frozen bit in the vector.
- the polar encoder component 146 is configured to multiply the resulting vector by a polar encoder matrix.
- the wireless node includes a transceiver configured to transmit an encoded vector output from the polar encoder component 146.
- the base stations 102 configured for 4G LTE may interface with the EPC 160 through first backhaul links 132 (such as S1 interface) , which may be wired or wireless.
- the base stations 102 configured for 5G NR may interface with core network 190 through second backhaul links 184, which may be wired or wireless.
- NG-RAN Next Generation RAN
- the base stations 102 may perform one or more of the following functions: transfer of user data, radio channel ciphering and deciphering, integrity protection, header compression, mobility control functions (such as handover, dual connectivity) , inter-cell interference coordination, connection setup and release, load balancing, distribution for non-access stratum (NAS) messages, NAS node selection, synchronization, radio access network (RAN) sharing, multimedia broadcast multicast service (MBMS) , subscriber and equipment trace, RAN information management (RIM) , paging, positioning, and delivery of warning messages.
- the base stations 102 may communicate directly or indirectly (such as through the EPC 160 or core network 190) with each other over third backhaul links 134 (such as X2 interface) .
- the third backhaul links 134 may be wired or wireless.
- the base stations 102 may wirelessly communicate with the UEs 104. Each of the base stations 102 may provide communication coverage for a respective geographic coverage area 110. There may be overlapping geographic coverage areas 110. For example, the small cell 102' may have a coverage area 110' that overlaps the coverage area 110 of one or more macro base stations 102.
- a network that includes both small cell and macrocells may be known as a heterogeneous network.
- a heterogeneous network also may include Home Evolved Node Bs (eNBs) (HeNBs) , which may provide service to a restricted group known as a closed subscriber group (CSG) .
- eNBs Home Evolved Node Bs
- HeNBs Home Evolved Node Bs
- CSG closed subscriber group
- the communication links 112 between the base stations 102 and the UEs 104 may include UL (also referred to as reverse link) transmissions from a UE 104 to a base station 102 or DL (also referred to as forward link) transmissions from a base station 102 to a UE 104.
- the communication links 112 may use multiple-input and multiple-output (MIMO) antenna technology, including spatial multiplexing, beamforming, or transmit diversity.
- MIMO multiple-input and multiple-output
- the communication links may be through one or more carriers.
- the base stations 102 /UEs 104 may use spectrum up to Y MHz (such as 5, 10, 15, 20, 100, 400, etc.
- the component carriers may include a primary component carrier and one or more secondary component carriers.
- a primary component carrier may be referred to as a primary cell (PCell) and a secondary component carrier may be referred to as a secondary cell (SCell) .
- D2D communication link 158 may use the DL/UL WWAN spectrum.
- the D2D communication link 158 may use one or more sidelink channels, such as a physical sidelink broadcast channel (PSBCH) , a physical sidelink discovery channel (PSDCH) , a physical sidelink shared channel (PSSCH) , and a physical sidelink control channel (PSCCH) .
- sidelink channels such as a physical sidelink broadcast channel (PSBCH) , a physical sidelink discovery channel (PSDCH) , a physical sidelink shared channel (PSSCH) , and a physical sidelink control channel (PSCCH) .
- sidelink channels such as a physical sidelink broadcast channel (PSBCH) , a physical sidelink discovery channel (PSDCH) , a physical sidelink shared channel (PSSCH) , and a physical sidelink control channel (PSCCH) .
- D2D communication may be through a variety of wireless D2D communications systems, such as for example, FlashLinQ, WiMedia,
- the wireless communications system may further include a Wi-Fi access point (AP) 150 in communication with Wi-Fi stations (STAs) 152 via communication links 154 in a 5 GHz unlicensed frequency spectrum.
- AP Wi-Fi access point
- STAs Wi-Fi stations
- communication links 154 in a 5 GHz unlicensed frequency spectrum.
- the STAs 152 /AP 150 may perform a clear channel assessment (CCA) prior to communicating in order to determine whether the channel is available.
- CCA clear channel assessment
- the small cell 102' may operate in a licensed or an unlicensed frequency spectrum. When operating in an unlicensed frequency spectrum, the small cell 102' may employ NR and use the same 5 GHz unlicensed frequency spectrum as used by the Wi-Fi AP 150. The small cell 102', employing NR in an unlicensed frequency spectrum, may boost coverage to or increase capacity of the access network.
- a base station 102 may include an eNB, gNodeB (gNB) , or other type of base station. Some base stations, such as gNB 180 may operate in one or more frequency bands within the electromagnetic spectrum.
- gNB gNodeB
- the electromagnetic spectrum is often subdivided, based on frequency/wavelength, into various classes, bands, channels, etc.
- two initial operating bands have been identified as frequency range designations FR1 (410 MHz –7.125 GHz) and FR2 (24.25 GHz –52.6 GHz) .
- the frequencies between FR1 and FR2 are often referred to as mid-band frequencies.
- FR1 is often referred to (interchangeably) as a “Sub-6 GHz” band in various documents and articles.
- FR2 which is often referred to (interchangeably) as a “millimeter wave” (mmW) band in documents and articles, despite being different from the extremely high frequency (EHF) band (30 GHz –300 GHz) which is identified by the International Telecommunications Union (ITU) as a “millimeter wave” band.
- EHF extremely high frequency
- sub-6 GHz or the like if used herein may broadly represent frequencies that may be less than 6 GHz, may be within FR1, or may include mid-band frequencies.
- millimeter wave or the like if used herein may broadly represent frequencies that may include mid-band frequencies, may be within FR2, or may be within the EHF band.
- Communications using the mmW radio frequency band have extremely high path loss and a short range.
- the mmW base station 180 may utilize beamforming 182 with the UE 104 to compensate for the path loss and short range.
- the EPC 160 may include a Mobility Management Entity (MME) 162, other MMEs 164, a Serving Gateway 166, a Multimedia Broadcast Multicast Service (MBMS) Gateway 168, a Broadcast Multicast Service Center (BM-SC) 170, and a Packet Data Network (PDN) Gateway 172.
- MME Mobility Management Entity
- MBMS Multimedia Broadcast Multicast Service
- BM-SC Broadcast Multicast Service Center
- PDN Packet Data Network
- the MME 162 may be in communication with a Home Subscriber Server (HSS) 174.
- HSS Home Subscriber Server
- the MME 162 is the control node that processes the signaling between the UEs 104 and the EPC 160.
- the MME 162 provides bearer and connection management. All user Internet protocol (IP) packets are transferred through the Serving Gateway 166, which itself is connected to the PDN Gateway 172.
- IP Internet protocol
- the PDN Gateway 172 provides UE IP address allocation as well as other functions.
- the PDN Gateway 172 and the BM-SC 170 are connected to the IP Services 176.
- the IP Services 176 may include the Internet, an intranet, an IP Multimedia Subsystem (IMS) , a PS Streaming Service, or other IP services.
- the BM-SC 170 may provide functions for MBMS user service provisioning and delivery.
- the BM-SC 170 may serve as an entry point for content provider MBMS transmission, may be used to authorize and initiate MBMS Bearer Services within a public land mobile network (PLMN) , and may be used to schedule MBMS transmissions.
- PLMN public land mobile network
- the MBMS Gateway 168 may be used to distribute MBMS traffic to the base stations 102 belonging to a Multicast Broadcast Single Frequency Network (MBSFN) area broadcasting a particular service, and may be responsible for session management (start/stop) and for collecting eMBMS related charging information.
- MMSFN Multicast Broadcast Single Frequency Network
- the core network 190 may include an Access and Mobility Management Function (AMF) 192, other AMFs 193, a Session Management Function (SMF) 194, and a User Plane Function (UPF) 195.
- the AMF 192 may be in communication with a Unified Data Management (UDM) 196.
- the AMF 192 is the control node that processes the signaling between the UEs 104 and the core network 190.
- the AMF 192 provides QoS flow and session management. All user Internet protocol (IP) packets are transferred through the UPF 195.
- the UPF 195 provides UE IP address allocation as well as other functions.
- the UPF 195 is connected to the IP Services 197.
- the IP Services 197 may include the Internet, an intranet, an IP Multimedia Subsystem (IMS) , a PS Streaming Service, or other IP services.
- IMS IP Multimedia Subsystem
- the base station may include or be referred to as a gNB, Node B, eNB, an access point, a base transceiver station, a radio base station, a radio transceiver, a transceiver function, a basic service set (BSS) , an extended service set (ESS) , a transmit reception point (TRP) , or some other suitable terminology.
- the base station 102 provides an access point to the EPC 160 or core network 190 for a UE 104.
- Examples of UEs 104 include a cellular phone, a smart phone, a session initiation protocol (SIP) phone, a laptop, a personal digital assistant (PDA) , a satellite radio, a global positioning system, a multimedia device, a video device, a digital audio player (such as a MP3 player) , a camera, a game console, a tablet, a smart device, a wearable device, a vehicle, an electric meter, a gas pump, a large or small kitchen appliance, a healthcare device, an implant, a sensor/actuator, a display, or any other similar functioning device.
- SIP session initiation protocol
- PDA personal digital assistant
- the UEs 104 may be referred to as IoT devices (such as a parking meter, gas pump, toaster, vehicles, heart monitor, etc. ) .
- the UE 104 also may be referred to as a station, a mobile station, a subscriber station, a mobile unit, a subscriber unit, a wireless unit, a remote unit, a mobile device, a wireless device, a wireless communications device, a remote device, a mobile subscriber station, an access terminal, a mobile terminal, a wireless terminal, a remote terminal, a handset, a user agent, a mobile client, a client, or some other suitable terminology.
- FIG. 2A is a diagram 200 illustrating an example of a first frame.
- FIG. 2B is a diagram 230 illustrating an example of DL channels within a subframe.
- FIG. 2C is a diagram 250 illustrating an example of a second frame.
- FIG. 2D is a diagram 280 illustrating an example of a subframe.
- the 5G NR frame structure may be FDD in which for a particular set of subcarriers (carrier system bandwidth) , subframes within the set of subcarriers are dedicated for either DL or UL, or may be TDD in which for a particular set of subcarriers (carrier system bandwidth) , subframes within the set of subcarriers are dedicated for both DL and UL.
- a subset of the total cell bandwidth of a cell is referred to as a Bandwidth Part (BWP) and bandwidth adaptation is achieved by configuring the UE with BWP (s) and telling the UE which of the configured BWPs is currently the active one.
- BWP Bandwidth Part
- a narrow bandwidth part refers to a BWP having a bandwidth less than or equal to a maximum configurable bandwidth of a BWP. The bandwidth of the NBWP is less than the carrier system bandwidth.
- the 5G NR frame structure is assumed to be TDD, with subframe 4 being configured with slot format 28 (with mostly DL) , where D is DL, U is UL, and X is flexible for use between DL/UL, and subframe 3 being configured with slot format 34 (with mostly UL) . While subframes 3, 4 are shown with slot formats 34, 28, respectively, any particular subframe may be configured with any of the various available slot formats 0-61. Slot formats 0, 1 are all DL, UL, respectively. Other slot formats 2-61 include a mix of DL, UL, and flexible symbols.
- UEs are configured with the slot format (dynamically through DL control information (DCI) , or semi-statically/statically through radio resource control (RRC) signaling) through a received slot format indicator (SFI) .
- DCI DL control information
- RRC radio resource control
- SFI received slot format indicator
- a frame (10 milliseconds (ms) ) may be divided into 10 equally sized subframes (1 ms) .
- Each subframe may include one or more time slots.
- Subframes also may include mini-slots, which may include 7, 4, or 2 symbols.
- Each slot may include 7 or 14 symbols, depending on the slot configuration. For slot configuration 0, each slot may include 14 symbols, and for slot configuration 1, each slot may include 7 symbols.
- the symbols on DL may be cyclic prefix (CP) OFDM (CP-OFDM) symbols.
- the symbols on UL may be CP-OFDM symbols (for high throughput scenarios) or discrete Fourier transform (DFT) spread OFDM (DFT-s-OFDM) symbols (also referred to as single carrier frequency-division multiple access (SC-FDMA) symbols) (for power limited scenarios; limited to a single stream transmission) .
- the number of slots within a subframe is based on the slot configuration and the numerology. For slot configuration 0, different numerologies ⁇ 0 to 5 allow for 1, 2, 4, 8, 16, and 32 slots, respectively, per subframe. For slot configuration 1, different numerologies 0 to 2 allow for 2, 4, and 8 slots, respectively, per subframe. Accordingly, for slot configuration 0 and numerology ⁇ , there are 14 symbols/slot and 2 ⁇ slots/subframe.
- the subcarrier spacing and symbol length/duration are a function of the numerology.
- the subcarrier spacing may be equal to 2 ⁇ *15 kHz, where ⁇ is the numerology 0 to 5.
- the symbol length/duration is inversely related to the subcarrier spacing.
- the slot duration is 0.25 ms
- the subcarrier spacing is 60 kHz
- the symbol duration is approximately 16.67 microseconds ( ⁇ s) .
- a resource grid may be used to represent the frame structure.
- Each time slot includes a resource block (RB) (also referred to as physical RBs (PRBs) ) that extends 12 consecutive subcarriers.
- RB resource block
- PRBs physical RBs
- the resource grid is divided into multiple resource elements (REs) . The number of bits carried by each RE depends on the modulation scheme.
- the RS may include demodulation RS (DMRS) (indicated as R x for one particular configuration, where 100x is the port number, but other DM-RS configurations are possible) and channel state information reference signals (CSI-RS) for channel estimation at the UE.
- DMRS demodulation RS
- CSI-RS channel state information reference signals
- the RS also may include beam measurement RS (BRS) , beam refinement RS (BRRS) , and phase tracking RS (PT-RS) .
- BRS beam measurement RS
- BRRS beam refinement RS
- PT-RS phase tracking RS
- FIG. 2B illustrates an example of various DL channels within a subframe of a frame.
- the physical downlink control channel (PDCCH) carries DCI within one or more control channel elements (CCEs) , each CCE including nine RE groups (REGs) , each REG including four consecutive REs in an OFDM symbol.
- a primary synchronization signal (PSS) may be within symbol 2 of particular subframes of a frame. The PSS is used by a UE 104 to determine subframe/symbol timing and a L1 identity.
- a secondary synchronization signal (SSS) may be within symbol 4 of particular subframes of a frame. The SSS is used by a UE to determine a L1 cell identity group number and radio frame timing.
- the UE can determine a physical cell identifier (PCI) . Based on the PCI, the UE can determine the locations of the aforementioned DMRS.
- the physical broadcast channel (PBCH) which carries a master information block (MIB) , may be logically grouped with the PSS and SSS to form a synchronization signal (SS) /PBCH block (SSB) .
- the MIB provides a number of RBs in the system bandwidth and a system frame number (SFN) .
- the physical downlink shared channel (PDSCH) carries user data, broadcast system information not transmitted through the PBCH such as system information blocks (SIBs) , and paging messages.
- SIBs system information blocks
- some of the REs carry DM-RS (indicated as R for one particular configuration, but other DM-RS configurations are possible) for channel estimation at the base station.
- the UE may transmit DM-RS for the physical uplink control channel (PUCCH) and DM-RS for the physical uplink shared channel (PUSCH) .
- the PUSCH DM-RS may be transmitted in the first one or two symbols of the PUSCH.
- the PUCCH DM-RS may be transmitted in different configurations depending on whether short or long PUCCHs are transmitted and depending on the particular PUCCH format used.
- the UE may transmit sounding reference signals (SRS) .
- the SRS may be transmitted in the last symbol of a subframe.
- the SRS may have a comb structure, and a UE may transmit SRS on one of the combs.
- the SRS may be used by a base station for channel quality estimation to enable frequency-dependent scheduling on the UL.
- FIG. 2D illustrates an example of various UL channels within a subframe of a frame.
- the PUCCH may be located as indicated in one configuration.
- the PUCCH carries uplink control information (UCI) , such as scheduling requests, a channel quality indicator (CQI) , a precoding matrix indicator (PMI) , a rank indicator (RI) , and HARQ ACK/NACK feedback.
- UCI uplink control information
- the PUSCH carries data, and may additionally be used to carry a buffer status report (BSR) , a power headroom report (PHR) , or UCI.
- BSR buffer status report
- PHR power headroom report
- FIG. 3 is a diagram of an example of a base station 310 and a UE 350 in an access network.
- IP packets from the EPC 160 may be provided to a controller/processor 375.
- the controller/processor 375 implements layer 3 and layer 2 functionality.
- Layer 3 includes a radio resource control (RRC) layer
- layer 2 includes a service data adaptation protocol (SDAP) layer, a packet data convergence protocol (PDCP) layer, a radio link control (RLC) layer, and a medium access control (MAC) layer.
- RRC radio resource control
- SDAP service data adaptation protocol
- PDCP packet data convergence protocol
- RLC radio link control
- MAC medium access control
- the controller/processor 375 provides RRC layer functionality associated with broadcasting of system information (such as MIB, SIBs) , RRC connection control (such as RRC connection paging, RRC connection establishment, RRC connection modification, and RRC connection release) , inter radio access technology (RAT) mobility, and measurement configuration for UE measurement reporting; PDCP layer functionality associated with header compression /decompression, security (ciphering, deciphering, integrity protection, integrity verification) , and handover support functions; RLC layer functionality associated with the transfer of upper layer packet data units (PDUs) , error correction through ARQ, concatenation, segmentation, and reassembly of RLC service data units (SDUs) , re-segmentation of RLC data PDUs, and reordering of RLC data PDUs; and MAC layer functionality associated with mapping between logical channels and transport channels, multiplexing of MAC SDUs onto transport blocks (TBs) , demultiplexing of MAC SDUs from TBs,
- the transmit (TX) processor 316 and the receive (RX) processor 370 implement layer 1 functionality associated with various signal processing functions.
- Layer 1 which includes a physical (PHY) layer, may include error detection on the transport channels, forward error correction (FEC) coding/decoding of the transport channels, interleaving, rate matching, mapping onto physical channels, modulation/demodulation of physical channels, and MIMO antenna processing.
- the TX processor 316 handles mapping to signal constellations based on various modulation schemes (such as binary phase-shift keying (BPSK) , quadrature phase-shift keying (QPSK) , M-phase-shift keying (M-PSK) , M-quadrature amplitude modulation (M-QAM) ) .
- BPSK binary phase-shift keying
- QPSK quadrature phase-shift keying
- M-PSK M-phase-shift keying
- M-QAM M-quadrature amplitude modulation
- the coded and modulated symbols may be split into parallel streams.
- Each stream may be mapped to an OFDM subcarrier, multiplexed with a reference signal (such as a pilot) in the time or frequency domain, and combined together using an Inverse Fast Fourier Transform (IFFT) to produce a physical channel carrying a time domain OFDM symbol stream.
- IFFT Inverse Fast Fourier Transform
- the OFDM stream is spatially precoded to produce multiple spatial streams.
- Channel estimates from a channel estimator 374 may be used to determine the coding and modulation scheme, as well as for spatial processing.
- the channel estimate may be derived from a reference signal or channel condition feedback transmitted by the UE 350.
- Each spatial stream may be provided to a different antenna 320 via a separate transmitter 318TX.
- Each transmitter 318TX may modulate an RF carrier with a respective spatial stream for transmission.
- each receiver 354RX receives a signal through its respective antenna 352.
- Each receiver 354RX recovers information modulated onto an RF carrier and provides the information to the receive (RX) processor 356.
- the TX processor 368 and the RX processor 356 implement layer 1 functionality associated with various signal processing functions.
- the RX processor 356 may perform spatial processing on the information to recover any spatial streams destined for the UE 350. If multiple spatial streams are destined for the UE 350, they may be combined by the RX processor 356 into a single OFDM symbol stream.
- the RX processor 356 converts the OFDM symbol stream from the time-domain to the frequency domain using a Fast Fourier Transform (FFT) .
- FFT Fast Fourier Transform
- the frequency domain signal includes a separate OFDM symbol stream for each subcarrier of the OFDM signal.
- the symbols on each subcarrier, and the reference signal are recovered and demodulated by determining the most likely signal constellation points transmitted by the base station 310. These soft decisions may be based on channel estimates computed by the channel estimator 358.
- the soft decisions are decoded and deinterleaved to recover the data and control signals that were originally transmitted by the base station 310 on the physical channel.
- the data and control signals are provided to the controller/processor 359, which implements layer 3 and layer 2 functionality.
- the controller/processor 359 can be associated with a memory 360 that stores program codes and data.
- the memory 360 may be referred to as a computer-readable medium.
- the controller/processor 359 provides demultiplexing between transport and logical channels, packet reassembly, deciphering, header decompression, and control signal processing to recover IP packets from the EPC 160.
- the controller/processor 359 is also responsible for error detection using an ACK or NACK protocol to support HARQ operations.
- the controller/processor 359 provides RRC layer functionality associated with system information (such as MIB, SIBs) acquisition, RRC connections, and measurement reporting; PDCP layer functionality associated with header compression /decompression, and security (ciphering, deciphering, integrity protection, integrity verification) ; RLC layer functionality associated with the transfer of upper layer PDUs, error correction through ARQ, concatenation, segmentation, and reassembly of RLC SDUs, re-segmentation of RLC data PDUs, and reordering of RLC data PDUs; and MAC layer functionality associated with mapping between logical channels and transport channels, multiplexing of MAC SDUs onto TBs, demultiplexing of MAC SDUs from TBs, scheduling information reporting, error correction through HARQ, priority handling, and logical channel prioritization.
- RRC layer functionality associated with system information (such as MIB, SIBs) acquisition, RRC connections, and measurement reporting
- PDCP layer functionality associated with header compression /decom
- Channel estimates derived by a channel estimator 358 from a reference signal or feedback transmitted by the base station 310 may be used by the TX processor 368 to select the appropriate coding and modulation schemes, and to facilitate spatial processing.
- the spatial streams generated by the TX processor 368 may be provided to different antenna 352 via separate transmitters 354TX. Each transmitter 354TX may modulate an RF carrier with a respective spatial stream for transmission.
- the UL transmission is processed at the base station 310 in a manner similar to that described in connection with the receiver function at the UE 350.
- Each receiver 318RX receives a signal through its respective antenna 320.
- Each receiver 318RX recovers information modulated onto an RF carrier and provides the information to a RX processor 370.
- the controller/processor 375 can be associated with a memory 376 that stores program codes and data.
- the memory 376 may be referred to as a computer-readable medium.
- the controller/processor 375 provides demultiplexing between transport and logical channels, packet reassembly, deciphering, header decompression, control signal processing to recover IP packets from the UE 350. IP packets from the controller/processor 375 may be provided to the EPC 160.
- the controller/processor 375 is also responsible for error detection using an ACK or NACK protocol to support HARQ operations.
- At least one of the TX processor 368, the RX processor 356, and the controller/processor 359 may be configured to perform aspects in connection with the transformed polar encoder component 140 of FIG. 1.
- the memory 360 may include executable instructions defining the transformed polar encoder component 140.
- the TX processor 368, the RX processor 356, and/or the controller/processor 359 may be configured to execute the transformed polar encoder component 140.
- At least one of the TX processor 316, the RX processor 370, and the controller/processor 375 may be configured to perform aspects in connection with the transformed polar encoder component 140 of FIG. 1.
- the memory 376 may include executable instructions defining the transformed polar encoder component 140.
- the TX processor 316, the RX processor 370, and/or the controller/processor 375 may be configured to execute the transformed polar encoder component 140.
- FIG. 4 is a diagram illustrating an example disaggregated base station 400 architecture.
- the disaggregated base station 400 architecture may include one or more central units (CUs) 410 that can communicate directly with a core network 420 via a backhaul link, or indirectly with the core network 420 through one or more disaggregated base station units (such as a Near-Real Time (Near-RT) RAN Intelligent Controller (RIC) 425 via an E2 link, or a Non-Real Time (Non-RT) RIC 415 associated with a Service Management and Orchestration (SMO) Framework 405, or both) .
- a CU 410 may communicate with one or more distributed units (DUs) 430 via respective midhaul links, such as an F1 interface.
- DUs distributed units
- the DUs 430 may communicate with one or more radio units (RUs) 440 via respective fronthaul links.
- the RUs 440 may communicate with respective UEs 104 via one or more radio frequency (RF) access links.
- RF radio frequency
- the UE 104 may be simultaneously served by multiple RUs 440.
- Each of the units may include one or more interfaces or be coupled to one or more interfaces configured to receive or transmit signals, data, or information (collectively, signals) via a wired or wireless transmission medium.
- Each of the units, or an associated processor or controller providing instructions to the communication interfaces of the units can be configured to communicate with one or more of the other units via the transmission medium.
- the units can include a wired interface configured to receive or transmit signals over a wired transmission medium to one or more of the other units.
- the units can include a wireless interface, which may include a receiver, a transmitter or transceiver (such as a radio frequency (RF) transceiver) , configured to receive or transmit signals, or both, over a wireless transmission medium to one or more of the other units.
- a wireless interface which may include a receiver, a transmitter or transceiver (such as a radio frequency (RF) transceiver) , configured to receive or transmit signals, or both, over a wireless transmission medium to one or more of the other units.
- RF radio frequency
- the CU 410 may host one or more higher layer control functions.
- control functions can include radio resource control (RRC) , packet data convergence protocol (PDCP) , service data adaptation protocol (SDAP) , or the like.
- RRC radio resource control
- PDCP packet data convergence protocol
- SDAP service data adaptation protocol
- Each control function can be implemented with an interface configured to communicate signals with other control functions hosted by the CU 410.
- the CU 410 may be configured to handle user plane functionality (i.e., Central Unit –User Plane (CU-UP) ) , control plane functionality (i.e., Central Unit –Control Plane (CU-CP) ) , or a combination thereof.
- the CU 410 can be logically split into one or more CU-UP units and one or more CU-CP units.
- the CU-UP unit can communicate bidirectionally with the CU-CP unit via an interface, such as the E1 interface when implemented in an O-RAN configuration.
- the CU 410 can be implemented to communicate with the DU 430, as necessary, for network control and signaling.
- the DU 430 may correspond to a logical unit that includes one or more base station functions to control the operation of one or more RUs 440.
- the DU 430 may host one or more of a radio link control (RLC) layer, a medium access control (MAC) layer, and one or more high physical (PHY) layers (such as modules for forward error correction (FEC) encoding and decoding, scrambling, modulation and demodulation, or the like) depending, at least in part, on a functional split, such as those defined by the 3 rd Generation Partnership Project (3GPP) .
- the DU 430 may further host one or more low PHY layers. Each layer (or module) can be implemented with an interface configured to communicate signals with other layers (and modules) hosted by the DU 430, or with the control functions hosted by the CU 410.
- Lower-layer functionality can be implemented by one or more RUs 440.
- an RU 440 controlled by a DU 430, may correspond to a logical node that hosts RF processing functions, or low-PHY layer functions (such as performing fast Fourier transform (FFT) , inverse FFT (iFFT) , digital beamforming, physical random access channel (PRACH) extraction and filtering, or the like) , or both, based at least in part on the functional split, such as a lower layer functional split.
- the RU (s) 440 can be implemented to handle over the air (OTA) communication with one or more UEs 104.
- OTA over the air
- real-time and non-real-time aspects of control and user plane communication with the RU (s) 440 can be controlled by the corresponding DU 430.
- this configuration can enable the DU (s) 430 and the CU 410 to be implemented in a cloud-based RAN architecture, such as a vRAN architecture.
- the SMO Framework 405 may be configured to support RAN deployment and provisioning of non-virtualized and virtualized network elements.
- the SMO Framework 405 may be configured to support the deployment of dedicated physical resources for RAN coverage requirements which may be managed via an operations and maintenance interface (such as an O1 interface) .
- the SMO Framework 405 may be configured to interact with a cloud computing platform (such as an open cloud (O-Cloud) 490) to perform network element life cycle management (such as to instantiate virtualized network elements) via a cloud computing platform interface (such as an O2 interface) .
- a cloud computing platform such as an open cloud (O-Cloud) 490
- network element life cycle management such as to instantiate virtualized network elements
- a cloud computing platform interface such as an O2 interface
- Such virtualized network elements can include, but are not limited to, CUs 410, DUs 430, RUs 440 and Near-RT RICs 425.
- the SMO Framework 405 can communicate with a hardware aspect of a 4G RAN, such as an open eNB (O-eNB) 411, via an O1 interface. Additionally, in some implementations, the SMO Framework 405 can communicate directly with one or more RUs 440 via an O1 interface.
- the SMO Framework 405 also may include a Non-RT RIC 415 configured to support functionality of the SMO Framework 405.
- the Non-RT RIC 415 may be configured to include a logical function that enables non-real-time control and optimization of RAN elements and resources, Artificial Intelligence/Machine Learning (AI/ML) workflows including model training and updates, or policy-based guidance of applications/features in the Near-RT RIC 425.
- the Non-RT RIC 415 may be coupled to or communicate with (such as via an A1 interface) the Near-RT RIC 425.
- the Near-RT RIC 425 may be configured to include a logical function that enables near-real-time control and optimization of RAN elements and resources via data collection and actions over an interface (such as via an E2 interface) connecting one or more CUs 410, one or more DUs 430, or both, as well as an O-eNB, with the Near-RT RIC 425.
- the Non-RT RIC 415 may receive parameters or external enrichment information from external servers. Such information may be utilized by the Near-RT RIC 425 and may be received at the SMO Framework 405 or the Non-RT RIC 415 from non-network data sources or from network functions.
- the Non-RT RIC 415 or the Near-RT RIC 425 may be configured to tune RAN behavior or performance.
- the Non-RT RIC 415 may monitor long-term trends and patterns for performance and employ AI/ML models to perform corrective actions through the SMO Framework 405 (such as reconfiguration via O1) or via creation of RAN management policies (such as A1 policies) .
- FIG. 5 is a diagram of an example input vector 500 based on a reliability order.
- a number (K) of information bits 502 may be mapped to positions within the encoded vector based on the reliability order. That is, the K information bits 502 may be assigned to the most reliable positions.
- the remaining bits may be referred to as frozen bits 504 and may have a known value (e.g., 0) .
- the convolution step changes the p 510 frozen bits and the q 530 information bits.
- the PAC coding may be represented as where x is the polar encoded output, u is the input vector, C is a convolutional encode matrix, and is a polar encoder matrix.
- the resulting matrix of the convolutional encoding is totally different from the input vector. In particular, the information and frozen bits are changed.
- the performance of PAC coding is not always better than a conventional polar code because the convolutional encoding changes the information bits and reliability order.
- FIG. 6 is a diagram of an example transformed matrix T 600.
- the transformed matrix T 600 includes a first identity matrix (I p ) with a size equal to the p 510 frozen bits before the first information bit 520 in the input vector.
- the transformed matrix T 600 includes an upper triangle matrix T′.
- the transformed matrix T 600 includes a second identity matrix (I q ) with a size equal to the q 530 frozen bits after the last frozen bit 540 in the input vector.
- the transformed matrix T 600 includes an upper triangle matrix T′.
- the upper triangle matrix T′ is based on the positions of the information bits and the frozen bits from the first information bit 520 to the last frozen bit 540.
- the size of the upper triangle matrix T′ may be N- (p+q) .
- T′ is shown as an 8 ⁇ 8 matrix.
- T′ includes a value of 1 on the diagonal for columns corresponding to the information bits. The other bits in such columns are 0. Accordingly, for information bits, T′ is similar to an identity matrix and does not change the information bits.
- T′ includes a value of 0 below the diagonal.
- T′ does not explicitly define the values above the diagonal for columns corresponding to frozen bits. For instance, the values above the diagonal corresponding to the frozen bits may be left to individual implementations.
- the values above the diagonal (represented as x) for columns corresponding to frozen bits may be defined by a cyclic polynomial. For instance, the values above the diagonal may be selected based on prior information bits in the input vector. In such implementations, T′ generates parity check bits for the frozen bits after the first information bit.
- PC parity check
- FIG. 7 is a conceptual data flow diagram 700 illustrating the data flow between different means/components in an example communications device 710 including a transformed polar encoder component 140.
- the communications device 710 may be an example of a wireless node such as the base station 102 (FIG. 1) including the transformed polar encoder component 140 or a UE 104 (FIG. 1) including the transformed polar encoder component 140.
- the transformed polar encoder component 140 may be implemented by the memory 360 or the memory 376 and the TX processor 316 or 368, the RX processor 370 or 356, and/or the controller/processor 375 or 359 of FIG. 3.
- the memory 360 or 376 may store executable instructions defining the transformed polar encoder component 140 and the TX processor 316 or 368, the RX processor 370 or 356, and/or the controller/processor 375 or 359 may execute the instructions.
- the communications device 710 may include a receiver component 770, which may include, for example, a radio frequency (RF) receiver for receiving the signals described herein.
- the communications device 710 may include a transmitter component 772, which may include, for example, an RF transmitter for transmitting the signals described herein.
- the transmitter component 772 may output RF signals to one or more antennas 774.
- the communications device 710 and the transmitter component 772 may be co-located in a transceiver such as illustrated by the TX/RX 318 or 354 in FIG. 3.
- the transformed polar encoder component 140 may include the mapping component 142, the transform component 144, and the polar encoder component 146.
- the receiver component 770 may receive signals from another communications device.
- the receiver component 770 may receive a control channel that has been encoded with polar coding by the other communications device.
- the mapping component 142 is configured to map a plurality of information bits 720 and frozen bits 722 to an input vector (u) based on a reliability order.
- the information bits 720 may be information for transmission.
- the information bits 720 may be control information such as uplink control information or downlink control information generated by a higher layer process.
- the number of information bits may be represented by K.
- the frozen bits may be bits of a fixed value (e.g., 0) .
- the number of frozen bits may be N –K, where N is a code block size.
- the mapping component 142 may map the information bits 720 to the most reliable positions of the input vector based on the reliability order.
- the reliability order may be based on a Gaussian approximation for the code block size.
- a polar sequence ordered in ascending order of reliability may be used to identify the bit indices of the most reliable positions.
- the input vector may have indices ⁇ u 0 , u 1 , u 2 , ...u n-1 ⁇ .
- the mapping component 142 provides the input vector (u) to the transform component 144.
- the transform component 144 is configured to generate a resulting vector by multiplying the input vector by a transformed matrix (e.g., T 600) to produce a resulting vector.
- the transform component 144 may receive the input vector from the mapping component 142.
- the transformed matrix T 600 is based on the code block size. That is, T 600 is an N ⁇ N matrix.
- T includes a first identity matrix with a size equal to a first quantity (p) of frozen bits in the input vector that are located before a first information bit in the input vector.
- T includes the upper triangle matrix T′ based on the positions of the information bits and the frozen bits up to the index of the last frozen bit.
- T includes a second identity matrix with a size equal to a first quantity a second quantity (q) of information bits in the input vector that are located after a last frozen bit in the input vector.
- the transform component 144 provides the resulting vector to the polar encoder component 146.
- the polar encoder component 146 is configured to multiply the resulting vector by a polar encoder matrix.
- the polar encoder matrix may be expressed as indicating the n th Kronecker power of matrix
- n is the size of the input vector.
- the polar encoder component 146 provides the polar encoded vector to the transmitter component 772.
- the transmitter component 772 is configured to transmit the polar encoded vector via the antennas 774.
- the transmitter component 772 may perform rate matching, modulation, etc.
- FIG. 8 is a flowchart of an example method 800 for a wireless node such as a UE or base station to transmit a channel with polar coding using a transformed matrix.
- the method 800 may be performed by a UE (such as the UE 104, which may include the memory 360 and which may be the entire UE 104 or a component of the UE 104 such as the transformed polar encoder component 140, TX processor 368, the RX processor 356, or the controller/processor 359) .
- a UE such as the UE 104, which may include the memory 360 and which may be the entire UE 104 or a component of the UE 104 such as the transformed polar encoder component 140, TX processor 368, the RX processor 356, or the controller/processor 359 .
- the method 800 may be performed by a base station (such as the base station 102, which may include the memory 376 and which may be the entire base station 102 or a component of the base station 102 such as the transformed polar encoder component 140, TX processor 316, RX processor 370, or the controller/processor 375) .
- the method 800 may be performed by the transformed polar encoder component 140 in communication with a receiver at another communication device.
- Optional blocks are shown with dashed lines.
- the method 800 includes mapping a plurality of information bits and a plurality of frozen bits to a vector based on a reliability order.
- the UE 104, the TX processor 368 or the controller/processor 359 may execute the transformed polar encoder component 140 or the mapping component 142 to map the plurality of information bits 502 and the plurality of frozen bits 504 to the input vector 730 based on a reliability order.
- the UE 104, the TX processor 368, or the controller/processor 359 executing the transformed polar encoder component 140 or the mapping component 142 may provide means for mapping a plurality of information bits and a plurality of frozen bits to a vector based on a reliability order.
- the method 800 includes generating a resulting vector by multiplying the vector by a transformed matrix to produce a resulting vector.
- the UE 104, the TX processor 368 or the controller/processor 359 may execute the transformed polar encoder component 140 or the transform component 144 to generate the resulting vector by multiplying the vector by a transformed matrix to produce a resulting vector 740.
- the UE 104, the TX processor 368, or the controller/processor 359 executing the transformed polar encoder component 140 or the transform component 144 may provide means for generating a resulting vector by multiplying the vector by a transformed matrix.
- the method 800 includes multiplying the resulting vector by a polar encoder matrix.
- the UE 104, the TX processor 368 or the controller/processor 359 may execute the transformed polar encoder component 140 or the polar encoder component 146 to multiply the resulting vector 740 by a polar encoder matrix to generate a polar encoded vector.
- the UE 104, the TX processor 368, or the controller/processor 359 executing the transformed polar encoder component 140 or the polar encoder component 146 may provide means for multiplying the resulting vector 740 by a polar encoder matrix.
- the method 800 may optionally include transmitting the polar encoded vector 750 via one or more antennas.
- the transmitter component 772 may transmit the polar encoded vector via one or more antennas 774. Accordingly, the transmitter component 772 may provide means for transmitting the polar encoded vector via one or more antennas.
- a device may have an interface to output a vector for transmission (a means for outputting) .
- a processor may output a vector, via a bus interface, to a radio frequency (RF) front end for transmission.
- RF radio frequency
- a device may have an interface to obtain a vector received from another device (a means for obtaining) .
- a processor may obtain (or receive) a vector, via a bus interface, from an RF front end for reception.
- the interface to output a vector for transmission and the interface to obtain a vector (which may be referred to as first and second interfaces herein) may be the same interface.
- Means for mapping, means for generating, means for multiplying, means for obtaining, and/or means for outputting may include any of the various processors and/or memories shown in Figure 3.
- Means for receiving and/or means for transmitting may include any of the various processors, memories, and/or transceivers shown in Figure 3.
- a method of encoding a channel comprising: mapping a plurality of information bits and a plurality of frozen bits to a vector (u) based on a reliability order; generating a resulting vector by multiplying the vector by a transformed matrix, said transformed matrix being defined by: a first identity matrix with a size equal to a first quantity (p) of frozen bits in the vector that are located before a first information bit in the vector, an upper triangle matrix, and a second identity matrix with a size equal to a second quantity (q) of information bits in the vector that are located after a last frozen bit in the vector ; and multiplying the resulting vector by a polar encoder matrix.
- Clause 2 The method of clause 1, wherein the multiplication of the vector by the transformed matrix only changes a value of one or more of frozen bits that are located after the first information bit in the vector.
- Clause 3 The method of clause 2, wherein the multiplication of the vector by the transformed matrix does not change the information bits or the reliability order of the resulting vector from the vector.
- Clause 6 The method of any of clauses 1-5, wherein the resulting vector includes the same information bits as the vector.
- Clause 7 The method of any of clauses 1-6, wherein the resulting vector includes the same frozen bits as the vector at corresponding locations in the resulting vector prior to an index of the first information bit in the resulting vector.
- Clause 9 The method of any of clauses 1-8, wherein the reliability order is based on a Gaussian approximation.
- An apparatus for wireless communication comprising: one or more memories storing computer-executable instructions; and one or more processors coupled with the one or more memories and configured to execute the computer-executable instructions, individually or in combination, to cause the apparatus to perform a method in accordance with any one of clauses 1-9.
- Clause 11 An apparatus, including means for performing a method in accordance with any one of clauses 1-9.
- Clause 12 A non-transitory computer-readable medium including executable instructions that, when executed by a processor of an apparatus, cause the apparatus to perform a method in accordance with any one of clauses 1-9.
- Clause 13 A computer program product embodied on a computer-readable storage medium including code for performing a method in accordance with any one of clauses 1-9.
- a wireless node including: at least one transceiver; one or more memories including instructions; and one or more processors configured to execute the instructions and cause the wireless node to perform a method in accordance with any one of clauses 1-9, wherein the at least one transceiver is configured to transmit a polar encoded vector generated from the multiplication.
- a phrase referring to “at least one of” a list of items refers to any combination of those items, including single members.
- “at least one of: a, b, or c” is intended to cover: a, b, c, a-b, a-c, b-c, and a-b-c.
- the hardware and data processing apparatus used to implement the various illustrative logics, logical blocks, modules and circuits described in connection with the aspects disclosed herein may be implemented or performed with a general purpose single-or multi-chip processor, a digital signal processor (DSP) , an application specific integrated circuit (ASIC) , a field programmable gate array (FPGA) or other programmable logic device, discrete gate or transistor logic, discrete hardware components, or any combination thereof designed to perform the functions described herein.
- a general purpose processor may be a microprocessor, or any conventional processor, controller, microcontroller, or state machine.
- a processor also may be implemented as a combination of computing devices, such as a combination of a DSP and a microprocessor, a plurality of microprocessors, one or more microprocessors in conjunction with a DSP core, or any other such configuration.
- particular processes and methods may be performed by circuitry that is specific to a given function.
- the functions described may be implemented in hardware, digital electronic circuitry, computer software, firmware, including the structures disclosed in this specification and their structural equivalents thereof, or in any combination thereof. Implementations of the subject matter described in this specification also can be implemented as one or more computer programs, i.e., one or more modules of computer program instructions, encoded on a computer storage media for execution by, or to control the operation of, data processing apparatus.
- Computer-readable media includes both computer storage media and communication media including any medium that can be enabled to transfer a computer program from one place to another.
- a storage media may be any available media that may be accessed by a computer.
- such computer-readable media may include RAM, ROM, EEPROM, CD-ROM or other optical disk storage, magnetic disk storage or other magnetic storage devices, or any other medium that may be used to store desired program code in the form of instructions or data structures and that may be accessed by a computer.
- Disk and disc includes compact disc (CD) , laser disc, optical disc, digital versatile disc (DVD) , floppy disk, and Blu-ray disc where disks usually reproduce data magnetically, while discs reproduce data optically with lasers. Combinations of the above should also be included within the scope of computer-readable media. Additionally, the operations of a method or algorithm may reside as one or any combination or set of codes and instructions on a machine readable medium and computer-readable medium, which may be incorporated into a computer program product.
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- Mobile Radio Communication Systems (AREA)
Abstract
This disclosure provides systems, methods and apparatuses for encoding a channel. The method includes mapping a plurality of information bits and a plurality of frozen bits to a vector based on a reliability order. The method includes generating a resulting vector by multiplying the vector by a transformed matrix to. The transformed matrix is defined by: a first identity matrix with a size equal to a first quantity of frozen bits in the vector that are located before a first information bit in the input vector, an upper triangle matrix, and a second identity matrix with a size equal to a second quantity of information bits in the vector that are located after a last frozen bit in the input vector. The method includes multiplying the resulting vector by a polar encoder matrix.
Description
The present disclosure relates to wireless communications including a special transformed polar code.
DESCRIPTION OF THE RELATED TECHNOLOGY
Wireless communication systems are widely deployed to provide various telecommunication services such as telephony, video, data, messaging, and broadcasts. Typical wireless communication systems may employ multiple-access technologies capable of supporting communication with multiple users by sharing available system resources. Examples of such multiple-access technologies include code division multiple access (CDMA) systems, time division multiple access (TDMA) systems, frequency division multiple access (FDMA) systems, orthogonal frequency division multiple access (OFDMA) systems, single-carrier frequency division multiple access (SC-FDMA) systems, and time division synchronous code division multiple access (TD-SCDMA) systems.
These multiple access technologies have been adopted in various telecommunication standards to provide a common protocol that enables different wireless devices to communicate on a municipal, national, regional, and even global level. An example telecommunication standard is 5G New Radio (NR) . 5G NR is part of a continuous mobile broadband evolution promulgated by Third Generation Partnership Project (3GPP) to meet new requirements associated with latency, reliability, security, scalability (such as with Internet of Things (IoT) ) , and other requirements. 5G NR includes services associated with enhanced mobile broadband (eMBB) , massive machine type communications (mMTC) , and ultra-reliable low latency communications (URLLC) . Some aspects of 5G NR may be based on the 4G Long Term Evolution (LTE) standard.
The systems, methods and devices of this disclosure each have several innovative aspects, no single one of which is solely responsible for the desirable attributes disclosed herein.
In some aspects, the techniques described herein relate to a method of encoding a channel, including: mapping a plurality of information bits and a plurality of frozen bits to an input
vector (u) based on a reliability order; multiplying the input vector by a transformed matrix defined by: a first identity matrix with a size equal to a first quantity (p) of frozen bits before a first information bit in the input vector, an upper triangle matrix, and a second identity matrix with a size equal to a second quantity (q) of information bits after a last frozen bit in the input vector, to produce a resulting vector; and multiplying the resulting vector by a polar encoder matrix.
In some aspects, the techniques described herein relate to a method of encoding a channel at a wireless node, including: mapping a plurality of information bits and a plurality of frozen bits to a vector (u) based on a reliability order; generating a resulting vector by multiplying the vector by a transformed matrix, said transformed matrix being defined by: a first identity matrix with a size equal to a first quantity (p) of frozen bits in the vector that are located before a first information bit in the vector, an upper triangle matrix, and a second identity matrix with a size equal to a second quantity (q) of information bits in the vector that are located after a last frozen bit in the vector; and multiplying the resulting vector by a polar encoder matrix.
In some aspects, the techniques described herein relate to an apparatus for wireless communication, including: one or more memories storing computer-executable instructions; and one or more processors coupled with the one or more memories and configured to execute the computer-executable instructions, individually or in combination, to cause the apparatus to: map a plurality of information bits and a plurality of frozen bits to an vector based on a reliability order; generating a resulting vector by multiplying the vector by a transformed matrix to produce a resulting vector, said transformed matrix being defined by: a first identity matrix with a size equal to a first quantity of frozen bits in the vector that are located before a first information bit in the vector, an upper triangle matrix, and a second identity matrix with a size equal to a second quantity of information bits in the vector that are located after a last frozen bit in the vector; and multiply the resulting vector by a polar encoder matrix.
In some aspects, the techniques described herein relate to an apparatus for wireless communication, including: means for mapping a plurality of information bits and a plurality of frozen bits to an vector based on a reliability order; means for generating a resulting vector by multiplying the vector by a transformed matrix, said transformed matrix being defined by: a first identity matrix with a size equal to a first quantity of frozen bits in the vector that are located before a first information bit in the vector, an upper triangle matrix, and a second identity matrix with a size equal to a second quantity
of information bits in the vector that are located after a last frozen bit in the vector; and means for multiplying the resulting vector by a polar encoder matrix.
Details of one or more implementations of the subject matter described in this disclosure are set forth in the accompanying drawings and the description below. Other features, aspects, and advantages will become apparent from the description, the drawings and the claims. Note that the relative dimensions of the following figures may not be drawn to scale.
FIG. 1 is a diagram illustrating an example of a wireless communications system including an access network.
FIG. 2A is a diagram illustrating an example of a first frame.
FIG. 2B is a diagram illustrating an example of DL channels within a subframe.
FIG. 2C is a diagram illustrating an example of a second frame.
FIG. 2D is a diagram illustrating an example of a subframe.
FIG. 3 is a diagram illustrating an example of a base station (BS) and user equipment (UE) in an access network.
FIG. 4 is a diagram illustrating an example disaggregated base station architecture.
FIG. 5 is a diagram of an example input vector based on a reliability order.
FIG. 6 is a diagram of an example transformed matrix.
FIG. 7 is a conceptual data flow diagram illustrating the data flow between different means/components in an example communications device including a transformed polar encoder component.
FIG. 8 is a flowchart of an example method for a communications device such as a UE or a base station to transmit a channel with polar coding using a transformed matrix.
Like reference numbers and designations in the various drawings indicate like elements.
The following description is directed to certain implementations for the purposes of describing the innovative aspects of this disclosure. However, a person having ordinary skill in the art will readily recognize that the teachings herein can be applied in a multitude of different ways. Some of the examples in this disclosure are based on wireless and wired local area network (LAN) communication according to the Institute of Electrical and Electronics Engineers (IEEE) 802.11 wireless standards, the IEEE 802.3 Ethernet
standards, and the IEEE 1901 Powerline communication (PLC) standards. However, the described implementations may be implemented in any device, system or network that is capable of transmitting and receiving RF signals according to any of the wireless communication standards, including any of the IEEE 802.11 standards, the standard, code division multiple access (CDMA) , frequency division multiple access (FDMA) , time division multiple access (TDMA) , Global System for Mobile communications (GSM) , GSM/General Packet Radio Service (GPRS) , Enhanced Data GSM Environment (EDGE) , Terrestrial Trunked Radio (TETRA) , Wideband-CDMA (W-CDMA) , Evolution Data Optimized (EV-DO) , 1xEV-DO, EV-DO Rev A, EV-DO Rev B, High Speed Packet Access (HSPA) , High Speed Downlink Packet Access (HSDPA) , High Speed Uplink Packet Access (HSUPA) , Evolved High Speed Packet Access (HSPA+) , Long Term Evolution (LTE) , AMPS, or other known signals that are used to communicate within a wireless, cellular or internet of things (IOT) network, such as a system utilizing 3G, 4G or 5G, or further implementations thereof, technology.
In wireless communications, channel coding is used to improve the reliability of transmitted information over a communications channel that is susceptible to noise and interference. For example, channel coding allows correction of errors. 5G NR has adopted a polar code for control channel communications. A polar code construction is based on a multiple recursive concatenation of a short kernel code which transforms the physical channel into virtual outer channels. When the number of recursions becomes large, the virtual channels tend to either have high reliability or low reliability (in other words, they polarize or become sparse) , and the data or information bits are allocated to the most reliable channels.
One proposed variation on polar codes is a polarization-adjusted convolutional (PAC) code, which is a concatenation scheme with an outer convolutional code and an inner polar code. A PAC code may be represented as multiplication of an encoded vector by a convolutional encode matrix and a polar encoder matrix. A PAC code may outperform both conventional codes and CRC-aided list decoding of conventional polar codes. A Reed Muller sequence may be used to map k information bits and n-k frozen bits to the encoded vector of length n, where positions of the information bits and frozen bits are based on reliability. The convolutional encode matrix, however, may change the information bits and frozen bits. Accordingly, the performance of the PAC code is not always better than conventional polar code because the reliability order may be changed prior to the polar encoding.
In an aspect, the present disclosure provides a low-complexity polar coding technique that utilizes a transformed matrix. An input vector including information bits and frozen bits based on a reliability order is multiplied by the transformed matrix and a polar encoding matrix. The transformed matrix is defined by a first identity matrix with a size equal to a first quantity (p) of frozen bits before a first information bit in the input vector, an upper triangle matrix, and a second identity matrix with a size equal to a second quantity (q) of information bits after a last frozen bit in the input vector. Accordingly, unlike PAC coding, the multiplication of the input vector with the transformed matrix does not change the information bits or the reliability order of the resulting vector from the input vector.
In an aspect, the transformed polar-code described herein provides a low-complexity encoder with improved performance over conventional polar codes. The performance improvements are present over a range of block lengths including greater block lengths than a PAC code.
Several aspects of telecommunication systems will now be presented with reference to various apparatus and methods. These apparatus and methods will be described in the following detailed description and illustrated in the accompanying drawings by various blocks, components, circuits, processes, algorithms, etc. (collectively referred to as “elements” ) . These elements may be implemented using electronic hardware, computer software, or any combination thereof. Whether such elements are implemented as hardware or software depends upon the particular application and design constraints imposed on the overall system.
By way of example, an element, or any portion of an element, or any combination of elements may be implemented as a “processing system” that includes one or more processors. Examples of processors include microprocessors, microcontrollers, graphics processing units (GPUs) , central processing units (CPUs) , application processors, digital signal processors (DSPs) , reduced instruction set computing (RISC) processors, systems on a chip (SoC) , baseband processors, field programmable gate arrays (FPGAs) , programmable logic devices (PLDs) , state machines, gated logic, discrete hardware circuits, and other suitable hardware configured to perform the various functionality described throughout this disclosure. The processor may include an interface or be coupled to an interface that can obtain or output signals. The processor may obtain signals via the interface and output signals via the interface. In some implementations, the interface may be a printed circuit board (PCB) transmission line. In some other implementations, the interface may include a wireless transmitter, a wireless transceiver,
or a combination thereof. For example, the interface may include a radio frequency (RF) transceiver which can be implemented to receive or transmit signals, or both. One or more processors in the processing system may execute software. Software shall be construed broadly to mean instructions, instruction sets, code, code segments, program code, programs, subprograms, software components, applications, software applications, software packages, routines, subroutines, objects, executables, threads of execution, procedures, functions, etc., whether referred to as software, firmware, middleware, microcode, hardware description language, or otherwise.
Accordingly, in one or more example implementations, the functions described may be implemented in hardware, software, or any combination thereof. If implemented in software, the functions may be stored on or encoded as one or more instructions or code on a computer-readable medium. Computer-readable media includes computer storage media, which may be referred to as non-transitory computer-readable media. Non-transitory computer-readable media may exclude transitory signals. Storage media may be any available media that can be accessed by a computer. By way of example, and not limitation, such computer-readable media can include a random-access memory (RAM) , a read-only memory (ROM) , an electrically erasable programmable ROM (EEPROM) , optical disk storage, magnetic disk storage, other magnetic storage devices, combinations of the aforementioned types of computer-readable media, or any other medium that can be used to store computer executable code in the form of instructions or data structures that can be accessed by a computer.
FIG. 1 is a diagram illustrating an example of a wireless communications system and an access network 100. The wireless communications system (also referred to as a wireless wide area network (WWAN) ) includes base stations 102, UEs 104, an Evolved Packet Core (EPC) 160, and another core network 190 (such as a 5G Core (5GC) ) . The base stations 102 may include macrocells (high power cellular base station) or small cells (low power cellular base station) . The macrocells include base stations. The small cells include femtocells, picocells, and microcells. The small cells include femtocells, picocells, and microcells. The base stations 102 can be configured in a Disaggregated RAN (D-RAN) or Open RAN (O-RAN) architecture, where functionality is split between multiple units such as a central unit (CU) , one or more distributed units (DUs) , or a radio unit (RU) . Such architectures may be configured to utilize a protocol stack that is logically split between one or more units (such as one or more CUs and one or more DUs) . In some aspects, the CUs may be implemented within an edge RAN node, and in some
aspects, one or more DUs may be co-located with a CU, or may be geographically distributed throughout one or multiple RAN nodes. The DUs may be implemented to communicate with one or more RUs.
In some implementations, one or more wireless nodes such as one or more of the UEs 104 or one or more of the base stations 102 includes a transformed polar encoder component 140 configured to transmit information with polar encoding. The transformed polar encoder component 140 includes a mapping component 142, a transform component 144, and a polar encoder component 146. The mapping component 142 is configured to map a plurality of information bits and frozen bits to a vector (u) based on a reliability order. The transform component 144 is configured to generate a resulting vector by multiplying the vector by a transformed matrix. For example, the transformed matrix may be pre-transformed or dynamically transformed. The transformed matrix may be defined by a first identity matrix with a size equal to a first quantity (p) of frozen bits in the vector that are located before a first information bit in the vector, an upper triangle matrix, and a second identity matrix with a size equal to a second quantity (q) of information bits in the vector that are located after a last frozen bit in the vector. The polar encoder component 146 is configured to multiply the resulting vector by a polar encoder matrix. In some implementations, the wireless node includes a transceiver configured to transmit an encoded vector output from the polar encoder component 146.
The base stations 102 configured for 4G LTE (collectively referred to as Evolved Universal Mobile Telecommunications System (UMTS) Terrestrial Radio Access Network (E-UTRAN) ) may interface with the EPC 160 through first backhaul links 132 (such as S1 interface) , which may be wired or wireless. The base stations 102 configured for 5G NR (collectively referred to as Next Generation RAN (NG-RAN) ) may interface with core network 190 through second backhaul links 184, which may be wired or wireless. In addition to other functions, the base stations 102 may perform one or more of the following functions: transfer of user data, radio channel ciphering and deciphering, integrity protection, header compression, mobility control functions (such as handover, dual connectivity) , inter-cell interference coordination, connection setup and release, load balancing, distribution for non-access stratum (NAS) messages, NAS node selection, synchronization, radio access network (RAN) sharing, multimedia broadcast multicast service (MBMS) , subscriber and equipment trace, RAN information management (RIM) , paging, positioning, and delivery of warning messages. The base stations 102 may communicate directly or indirectly (such as through the EPC 160 or core network 190)
with each other over third backhaul links 134 (such as X2 interface) . The third backhaul links 134 may be wired or wireless.
The base stations 102 may wirelessly communicate with the UEs 104. Each of the base stations 102 may provide communication coverage for a respective geographic coverage area 110. There may be overlapping geographic coverage areas 110. For example, the small cell 102' may have a coverage area 110' that overlaps the coverage area 110 of one or more macro base stations 102. A network that includes both small cell and macrocells may be known as a heterogeneous network. A heterogeneous network also may include Home Evolved Node Bs (eNBs) (HeNBs) , which may provide service to a restricted group known as a closed subscriber group (CSG) . The communication links 112 between the base stations 102 and the UEs 104 may include UL (also referred to as reverse link) transmissions from a UE 104 to a base station 102 or DL (also referred to as forward link) transmissions from a base station 102 to a UE 104. The communication links 112 may use multiple-input and multiple-output (MIMO) antenna technology, including spatial multiplexing, beamforming, or transmit diversity. The communication links may be through one or more carriers. The base stations 102 /UEs 104 may use spectrum up to Y MHz (such as 5, 10, 15, 20, 100, 400, etc. MHz) bandwidth per carrier allocated in a carrier aggregation of up to a total of Yx MHz (x component carriers) used for transmission in each direction. The carriers may or may not be adjacent to each other. Allocation of carriers may be asymmetric with respect to DL and UL (such as more or fewer carriers may be allocated for DL than for UL) . The component carriers may include a primary component carrier and one or more secondary component carriers. A primary component carrier may be referred to as a primary cell (PCell) and a secondary component carrier may be referred to as a secondary cell (SCell) .
Certain UEs 104 may communicate with each other using device-to-device (D2D) communication link 158. The D2D communication link 158 may use the DL/UL WWAN spectrum. The D2D communication link 158 may use one or more sidelink channels, such as a physical sidelink broadcast channel (PSBCH) , a physical sidelink discovery channel (PSDCH) , a physical sidelink shared channel (PSSCH) , and a physical sidelink control channel (PSCCH) . D2D communication may be through a variety of wireless D2D communications systems, such as for example, FlashLinQ, WiMedia, Bluetooth, ZigBee, Wi-Fi based on the IEEE 802.11 standard, LTE, or NR.
The wireless communications system may further include a Wi-Fi access point (AP) 150 in communication with Wi-Fi stations (STAs) 152 via communication links 154 in a 5
GHz unlicensed frequency spectrum. When communicating in an unlicensed frequency spectrum, the STAs 152 /AP 150 may perform a clear channel assessment (CCA) prior to communicating in order to determine whether the channel is available.
The small cell 102' may operate in a licensed or an unlicensed frequency spectrum. When operating in an unlicensed frequency spectrum, the small cell 102' may employ NR and use the same 5 GHz unlicensed frequency spectrum as used by the Wi-Fi AP 150. The small cell 102', employing NR in an unlicensed frequency spectrum, may boost coverage to or increase capacity of the access network.
A base station 102, whether a small cell 102' or a large cell (such as macro base station) , may include an eNB, gNodeB (gNB) , or other type of base station. Some base stations, such as gNB 180 may operate in one or more frequency bands within the electromagnetic spectrum.
The electromagnetic spectrum is often subdivided, based on frequency/wavelength, into various classes, bands, channels, etc. In 5G NR two initial operating bands have been identified as frequency range designations FR1 (410 MHz –7.125 GHz) and FR2 (24.25 GHz –52.6 GHz) . The frequencies between FR1 and FR2 are often referred to as mid-band frequencies. Although a portion of FR1 is greater than 6 GHz, FR1 is often referred to (interchangeably) as a “Sub-6 GHz” band in various documents and articles. A similar nomenclature issue sometimes occurs with regard to FR2, which is often referred to (interchangeably) as a “millimeter wave” (mmW) band in documents and articles, despite being different from the extremely high frequency (EHF) band (30 GHz –300 GHz) which is identified by the International Telecommunications Union (ITU) as a “millimeter wave” band.
With the above aspects in mind, unless specifically stated otherwise, it should be understood that the term “sub-6 GHz” or the like if used herein may broadly represent frequencies that may be less than 6 GHz, may be within FR1, or may include mid-band frequencies. Further, unless specifically stated otherwise, it should be understood that the term “millimeter wave” or the like if used herein may broadly represent frequencies that may include mid-band frequencies, may be within FR2, or may be within the EHF band. Communications using the mmW radio frequency band have extremely high path loss and a short range. The mmW base station 180 may utilize beamforming 182 with the UE 104 to compensate for the path loss and short range.
The EPC 160 may include a Mobility Management Entity (MME) 162, other MMEs 164, a Serving Gateway 166, a Multimedia Broadcast Multicast Service (MBMS) Gateway
168, a Broadcast Multicast Service Center (BM-SC) 170, and a Packet Data Network (PDN) Gateway 172. The MME 162 may be in communication with a Home Subscriber Server (HSS) 174. The MME 162 is the control node that processes the signaling between the UEs 104 and the EPC 160. Generally, the MME 162 provides bearer and connection management. All user Internet protocol (IP) packets are transferred through the Serving Gateway 166, which itself is connected to the PDN Gateway 172. The PDN Gateway 172 provides UE IP address allocation as well as other functions. The PDN Gateway 172 and the BM-SC 170 are connected to the IP Services 176. The IP Services 176 may include the Internet, an intranet, an IP Multimedia Subsystem (IMS) , a PS Streaming Service, or other IP services. The BM-SC 170 may provide functions for MBMS user service provisioning and delivery. The BM-SC 170 may serve as an entry point for content provider MBMS transmission, may be used to authorize and initiate MBMS Bearer Services within a public land mobile network (PLMN) , and may be used to schedule MBMS transmissions. The MBMS Gateway 168 may be used to distribute MBMS traffic to the base stations 102 belonging to a Multicast Broadcast Single Frequency Network (MBSFN) area broadcasting a particular service, and may be responsible for session management (start/stop) and for collecting eMBMS related charging information.
The core network 190 may include an Access and Mobility Management Function (AMF) 192, other AMFs 193, a Session Management Function (SMF) 194, and a User Plane Function (UPF) 195. The AMF 192 may be in communication with a Unified Data Management (UDM) 196. The AMF 192 is the control node that processes the signaling between the UEs 104 and the core network 190. Generally, the AMF 192 provides QoS flow and session management. All user Internet protocol (IP) packets are transferred through the UPF 195. The UPF 195 provides UE IP address allocation as well as other functions. The UPF 195 is connected to the IP Services 197. The IP Services 197 may include the Internet, an intranet, an IP Multimedia Subsystem (IMS) , a PS Streaming Service, or other IP services.
The base station may include or be referred to as a gNB, Node B, eNB, an access point, a base transceiver station, a radio base station, a radio transceiver, a transceiver function, a basic service set (BSS) , an extended service set (ESS) , a transmit reception point (TRP) , or some other suitable terminology. The base station 102 provides an access point to the EPC 160 or core network 190 for a UE 104. Examples of UEs 104 include a cellular phone, a smart phone, a session initiation protocol (SIP) phone, a laptop, a personal digital
assistant (PDA) , a satellite radio, a global positioning system, a multimedia device, a video device, a digital audio player (such as a MP3 player) , a camera, a game console, a tablet, a smart device, a wearable device, a vehicle, an electric meter, a gas pump, a large or small kitchen appliance, a healthcare device, an implant, a sensor/actuator, a display, or any other similar functioning device. Some of the UEs 104 may be referred to as IoT devices (such as a parking meter, gas pump, toaster, vehicles, heart monitor, etc. ) . The UE 104 also may be referred to as a station, a mobile station, a subscriber station, a mobile unit, a subscriber unit, a wireless unit, a remote unit, a mobile device, a wireless device, a wireless communications device, a remote device, a mobile subscriber station, an access terminal, a mobile terminal, a wireless terminal, a remote terminal, a handset, a user agent, a mobile client, a client, or some other suitable terminology.
Although the following description may be focused on 5G NR, the concepts described herein may be applicable to other similar areas, such as LTE, LTE-A, CDMA, GSM, and other wireless technologies including future 6G technologies.
FIG. 2A is a diagram 200 illustrating an example of a first frame. FIG. 2B is a diagram 230 illustrating an example of DL channels within a subframe. FIG. 2C is a diagram 250 illustrating an example of a second frame. FIG. 2D is a diagram 280 illustrating an example of a subframe. The 5G NR frame structure may be FDD in which for a particular set of subcarriers (carrier system bandwidth) , subframes within the set of subcarriers are dedicated for either DL or UL, or may be TDD in which for a particular set of subcarriers (carrier system bandwidth) , subframes within the set of subcarriers are dedicated for both DL and UL. A subset of the total cell bandwidth of a cell is referred to as a Bandwidth Part (BWP) and bandwidth adaptation is achieved by configuring the UE with BWP (s) and telling the UE which of the configured BWPs is currently the active one. In an aspect, a narrow bandwidth part (NBWP) refers to a BWP having a bandwidth less than or equal to a maximum configurable bandwidth of a BWP. The bandwidth of the NBWP is less than the carrier system bandwidth.
In the examples provided by Figs. 2A, 2C, the 5G NR frame structure is assumed to be TDD, with subframe 4 being configured with slot format 28 (with mostly DL) , where D is DL, U is UL, and X is flexible for use between DL/UL, and subframe 3 being configured with slot format 34 (with mostly UL) . While subframes 3, 4 are shown with slot formats 34, 28, respectively, any particular subframe may be configured with any of the various available slot formats 0-61. Slot formats 0, 1 are all DL, UL, respectively. Other slot formats 2-61 include a mix of DL, UL, and flexible symbols. UEs are
configured with the slot format (dynamically through DL control information (DCI) , or semi-statically/statically through radio resource control (RRC) signaling) through a received slot format indicator (SFI) . Note that the description infra applies also to a 5G NR frame structure that is TDD.
Other wireless communication technologies may have a different frame structure or different channels. A frame (10 milliseconds (ms) ) may be divided into 10 equally sized subframes (1 ms) . Each subframe may include one or more time slots. Subframes also may include mini-slots, which may include 7, 4, or 2 symbols. Each slot may include 7 or 14 symbols, depending on the slot configuration. For slot configuration 0, each slot may include 14 symbols, and for slot configuration 1, each slot may include 7 symbols. The symbols on DL may be cyclic prefix (CP) OFDM (CP-OFDM) symbols. The symbols on UL may be CP-OFDM symbols (for high throughput scenarios) or discrete Fourier transform (DFT) spread OFDM (DFT-s-OFDM) symbols (also referred to as single carrier frequency-division multiple access (SC-FDMA) symbols) (for power limited scenarios; limited to a single stream transmission) . The number of slots within a subframe is based on the slot configuration and the numerology. For slot configuration 0, different numerologies μ 0 to 5 allow for 1, 2, 4, 8, 16, and 32 slots, respectively, per subframe. For slot configuration 1, different numerologies 0 to 2 allow for 2, 4, and 8 slots, respectively, per subframe. Accordingly, for slot configuration 0 and numerology μ, there are 14 symbols/slot and 2μ slots/subframe. The subcarrier spacing and symbol length/duration are a function of the numerology. The subcarrier spacing may be equal to 2μ*15 kHz, where μ is the numerology 0 to 5. As such, the numerology μ=0 has a subcarrier spacing of 15 kHz and the numerology μ=5 has a subcarrier spacing of 480 kHz. The symbol length/duration is inversely related to the subcarrier spacing. Figs. 2A–2D provide an example of slot configuration 0 with 14 symbols per slot and numerology μ=2 with 4 slots per subframe. The slot duration is 0.25 ms, the subcarrier spacing is 60 kHz, and the symbol duration is approximately 16.67 microseconds (μs) .
A resource grid may be used to represent the frame structure. Each time slot includes a resource block (RB) (also referred to as physical RBs (PRBs) ) that extends 12 consecutive subcarriers. The resource grid is divided into multiple resource elements (REs) . The number of bits carried by each RE depends on the modulation scheme.
As illustrated in FIG. 2A, some of the REs carry reference (pilot) signals (RS) for the UE. The RS may include demodulation RS (DMRS) (indicated as Rx for one particular configuration, where 100x is the port number, but other DM-RS configurations are
possible) and channel state information reference signals (CSI-RS) for channel estimation at the UE. The RS also may include beam measurement RS (BRS) , beam refinement RS (BRRS) , and phase tracking RS (PT-RS) .
FIG. 2B illustrates an example of various DL channels within a subframe of a frame. The physical downlink control channel (PDCCH) carries DCI within one or more control channel elements (CCEs) , each CCE including nine RE groups (REGs) , each REG including four consecutive REs in an OFDM symbol. A primary synchronization signal (PSS) may be within symbol 2 of particular subframes of a frame. The PSS is used by a UE 104 to determine subframe/symbol timing and a L1 identity. A secondary synchronization signal (SSS) may be within symbol 4 of particular subframes of a frame. The SSS is used by a UE to determine a L1 cell identity group number and radio frame timing. Based on the L1 identity and the L1 cell identity group number, the UE can determine a physical cell identifier (PCI) . Based on the PCI, the UE can determine the locations of the aforementioned DMRS. The physical broadcast channel (PBCH) , which carries a master information block (MIB) , may be logically grouped with the PSS and SSS to form a synchronization signal (SS) /PBCH block (SSB) . The MIB provides a number of RBs in the system bandwidth and a system frame number (SFN) . The physical downlink shared channel (PDSCH) carries user data, broadcast system information not transmitted through the PBCH such as system information blocks (SIBs) , and paging messages.
As illustrated in Figure 2C, some of the REs carry DM-RS (indicated as R for one particular configuration, but other DM-RS configurations are possible) for channel estimation at the base station. The UE may transmit DM-RS for the physical uplink control channel (PUCCH) and DM-RS for the physical uplink shared channel (PUSCH) . The PUSCH DM-RS may be transmitted in the first one or two symbols of the PUSCH. The PUCCH DM-RS may be transmitted in different configurations depending on whether short or long PUCCHs are transmitted and depending on the particular PUCCH format used. The UE may transmit sounding reference signals (SRS) . The SRS may be transmitted in the last symbol of a subframe. The SRS may have a comb structure, and a UE may transmit SRS on one of the combs. The SRS may be used by a base station for channel quality estimation to enable frequency-dependent scheduling on the UL.
Figure 2D illustrates an example of various UL channels within a subframe of a frame. The PUCCH may be located as indicated in one configuration. The PUCCH carries uplink control information (UCI) , such as scheduling requests, a channel quality indicator
(CQI) , a precoding matrix indicator (PMI) , a rank indicator (RI) , and HARQ ACK/NACK feedback. The PUSCH carries data, and may additionally be used to carry a buffer status report (BSR) , a power headroom report (PHR) , or UCI.
Figure 3 is a diagram of an example of a base station 310 and a UE 350 in an access network. In the DL, IP packets from the EPC 160 may be provided to a controller/processor 375. The controller/processor 375 implements layer 3 and layer 2 functionality. Layer 3 includes a radio resource control (RRC) layer, and layer 2 includes a service data adaptation protocol (SDAP) layer, a packet data convergence protocol (PDCP) layer, a radio link control (RLC) layer, and a medium access control (MAC) layer. The controller/processor 375 provides RRC layer functionality associated with broadcasting of system information (such as MIB, SIBs) , RRC connection control (such as RRC connection paging, RRC connection establishment, RRC connection modification, and RRC connection release) , inter radio access technology (RAT) mobility, and measurement configuration for UE measurement reporting; PDCP layer functionality associated with header compression /decompression, security (ciphering, deciphering, integrity protection, integrity verification) , and handover support functions; RLC layer functionality associated with the transfer of upper layer packet data units (PDUs) , error correction through ARQ, concatenation, segmentation, and reassembly of RLC service data units (SDUs) , re-segmentation of RLC data PDUs, and reordering of RLC data PDUs; and MAC layer functionality associated with mapping between logical channels and transport channels, multiplexing of MAC SDUs onto transport blocks (TBs) , demultiplexing of MAC SDUs from TBs, scheduling information reporting, error correction through HARQ, priority handling, and logical channel prioritization.
The transmit (TX) processor 316 and the receive (RX) processor 370 implement layer 1 functionality associated with various signal processing functions. Layer 1, which includes a physical (PHY) layer, may include error detection on the transport channels, forward error correction (FEC) coding/decoding of the transport channels, interleaving, rate matching, mapping onto physical channels, modulation/demodulation of physical channels, and MIMO antenna processing. The TX processor 316 handles mapping to signal constellations based on various modulation schemes (such as binary phase-shift keying (BPSK) , quadrature phase-shift keying (QPSK) , M-phase-shift keying (M-PSK) , M-quadrature amplitude modulation (M-QAM) ) . The coded and modulated symbols may be split into parallel streams. Each stream may be mapped to an OFDM subcarrier, multiplexed with a reference signal (such as a pilot) in the time or frequency domain, and
combined together using an Inverse Fast Fourier Transform (IFFT) to produce a physical channel carrying a time domain OFDM symbol stream. The OFDM stream is spatially precoded to produce multiple spatial streams. Channel estimates from a channel estimator 374 may be used to determine the coding and modulation scheme, as well as for spatial processing. The channel estimate may be derived from a reference signal or channel condition feedback transmitted by the UE 350. Each spatial stream may be provided to a different antenna 320 via a separate transmitter 318TX. Each transmitter 318TX may modulate an RF carrier with a respective spatial stream for transmission.
At the UE 350, each receiver 354RX receives a signal through its respective antenna 352. Each receiver 354RX recovers information modulated onto an RF carrier and provides the information to the receive (RX) processor 356. The TX processor 368 and the RX processor 356 implement layer 1 functionality associated with various signal processing functions. The RX processor 356 may perform spatial processing on the information to recover any spatial streams destined for the UE 350. If multiple spatial streams are destined for the UE 350, they may be combined by the RX processor 356 into a single OFDM symbol stream. The RX processor 356 converts the OFDM symbol stream from the time-domain to the frequency domain using a Fast Fourier Transform (FFT) . The frequency domain signal includes a separate OFDM symbol stream for each subcarrier of the OFDM signal. The symbols on each subcarrier, and the reference signal, are recovered and demodulated by determining the most likely signal constellation points transmitted by the base station 310. These soft decisions may be based on channel estimates computed by the channel estimator 358. The soft decisions are decoded and deinterleaved to recover the data and control signals that were originally transmitted by the base station 310 on the physical channel. The data and control signals are provided to the controller/processor 359, which implements layer 3 and layer 2 functionality.
The controller/processor 359 can be associated with a memory 360 that stores program codes and data. The memory 360 may be referred to as a computer-readable medium. In the UL, the controller/processor 359 provides demultiplexing between transport and logical channels, packet reassembly, deciphering, header decompression, and control signal processing to recover IP packets from the EPC 160. The controller/processor 359 is also responsible for error detection using an ACK or NACK protocol to support HARQ operations.
Similar to the functionality described in connection with the DL transmission by the base station 310, the controller/processor 359 provides RRC layer functionality associated with
system information (such as MIB, SIBs) acquisition, RRC connections, and measurement reporting; PDCP layer functionality associated with header compression /decompression, and security (ciphering, deciphering, integrity protection, integrity verification) ; RLC layer functionality associated with the transfer of upper layer PDUs, error correction through ARQ, concatenation, segmentation, and reassembly of RLC SDUs, re-segmentation of RLC data PDUs, and reordering of RLC data PDUs; and MAC layer functionality associated with mapping between logical channels and transport channels, multiplexing of MAC SDUs onto TBs, demultiplexing of MAC SDUs from TBs, scheduling information reporting, error correction through HARQ, priority handling, and logical channel prioritization.
Channel estimates derived by a channel estimator 358 from a reference signal or feedback transmitted by the base station 310 may be used by the TX processor 368 to select the appropriate coding and modulation schemes, and to facilitate spatial processing. The spatial streams generated by the TX processor 368 may be provided to different antenna 352 via separate transmitters 354TX. Each transmitter 354TX may modulate an RF carrier with a respective spatial stream for transmission.
The UL transmission is processed at the base station 310 in a manner similar to that described in connection with the receiver function at the UE 350. Each receiver 318RX receives a signal through its respective antenna 320. Each receiver 318RX recovers information modulated onto an RF carrier and provides the information to a RX processor 370.
The controller/processor 375 can be associated with a memory 376 that stores program codes and data. The memory 376 may be referred to as a computer-readable medium. In the UL, the controller/processor 375 provides demultiplexing between transport and logical channels, packet reassembly, deciphering, header decompression, control signal processing to recover IP packets from the UE 350. IP packets from the controller/processor 375 may be provided to the EPC 160. The controller/processor 375 is also responsible for error detection using an ACK or NACK protocol to support HARQ operations.
At least one of the TX processor 368, the RX processor 356, and the controller/processor 359 may be configured to perform aspects in connection with the transformed polar encoder component 140 of FIG. 1. For example, the memory 360 may include executable instructions defining the transformed polar encoder component 140. The TX processor
368, the RX processor 356, and/or the controller/processor 359 may be configured to execute the transformed polar encoder component 140.
At least one of the TX processor 316, the RX processor 370, and the controller/processor 375 may be configured to perform aspects in connection with the transformed polar encoder component 140 of FIG. 1. For example, the memory 376 may include executable instructions defining the transformed polar encoder component 140. The TX processor 316, the RX processor 370, and/or the controller/processor 375 may be configured to execute the transformed polar encoder component 140.
FIG. 4 is a diagram illustrating an example disaggregated base station 400 architecture. The disaggregated base station 400 architecture may include one or more central units (CUs) 410 that can communicate directly with a core network 420 via a backhaul link, or indirectly with the core network 420 through one or more disaggregated base station units (such as a Near-Real Time (Near-RT) RAN Intelligent Controller (RIC) 425 via an E2 link, or a Non-Real Time (Non-RT) RIC 415 associated with a Service Management and Orchestration (SMO) Framework 405, or both) . A CU 410 may communicate with one or more distributed units (DUs) 430 via respective midhaul links, such as an F1 interface. The DUs 430 may communicate with one or more radio units (RUs) 440 via respective fronthaul links. The RUs 440 may communicate with respective UEs 104 via one or more radio frequency (RF) access links. In some implementations, the UE 104 may be simultaneously served by multiple RUs 440.
Each of the units, i.e., the CUs 410, the DUs 430, the RUs 440, as well as the Near-RT RICs 425, the Non-RT RICs 415 and the SMO Framework 405, may include one or more interfaces or be coupled to one or more interfaces configured to receive or transmit signals, data, or information (collectively, signals) via a wired or wireless transmission medium. Each of the units, or an associated processor or controller providing instructions to the communication interfaces of the units, can be configured to communicate with one or more of the other units via the transmission medium. For example, the units can include a wired interface configured to receive or transmit signals over a wired transmission medium to one or more of the other units. Additionally, the units can include a wireless interface, which may include a receiver, a transmitter or transceiver (such as a radio frequency (RF) transceiver) , configured to receive or transmit signals, or both, over a wireless transmission medium to one or more of the other units.
In some aspects, the CU 410 may host one or more higher layer control functions. Such control functions can include radio resource control (RRC) , packet data convergence
protocol (PDCP) , service data adaptation protocol (SDAP) , or the like. Each control function can be implemented with an interface configured to communicate signals with other control functions hosted by the CU 410. The CU 410 may be configured to handle user plane functionality (i.e., Central Unit –User Plane (CU-UP) ) , control plane functionality (i.e., Central Unit –Control Plane (CU-CP) ) , or a combination thereof. In some implementations, the CU 410 can be logically split into one or more CU-UP units and one or more CU-CP units. The CU-UP unit can communicate bidirectionally with the CU-CP unit via an interface, such as the E1 interface when implemented in an O-RAN configuration. The CU 410 can be implemented to communicate with the DU 430, as necessary, for network control and signaling.
The DU 430 may correspond to a logical unit that includes one or more base station functions to control the operation of one or more RUs 440. In some aspects, the DU 430 may host one or more of a radio link control (RLC) layer, a medium access control (MAC) layer, and one or more high physical (PHY) layers (such as modules for forward error correction (FEC) encoding and decoding, scrambling, modulation and demodulation, or the like) depending, at least in part, on a functional split, such as those defined by the 3rd Generation Partnership Project (3GPP) . In some aspects, the DU 430 may further host one or more low PHY layers. Each layer (or module) can be implemented with an interface configured to communicate signals with other layers (and modules) hosted by the DU 430, or with the control functions hosted by the CU 410.
Lower-layer functionality can be implemented by one or more RUs 440. In some deployments, an RU 440, controlled by a DU 430, may correspond to a logical node that hosts RF processing functions, or low-PHY layer functions (such as performing fast Fourier transform (FFT) , inverse FFT (iFFT) , digital beamforming, physical random access channel (PRACH) extraction and filtering, or the like) , or both, based at least in part on the functional split, such as a lower layer functional split. In such an architecture, the RU (s) 440 can be implemented to handle over the air (OTA) communication with one or more UEs 104. In some implementations, real-time and non-real-time aspects of control and user plane communication with the RU (s) 440 can be controlled by the corresponding DU 430. In some scenarios, this configuration can enable the DU (s) 430 and the CU 410 to be implemented in a cloud-based RAN architecture, such as a vRAN architecture.
The SMO Framework 405 may be configured to support RAN deployment and provisioning of non-virtualized and virtualized network elements. For non-virtualized
network elements, the SMO Framework 405 may be configured to support the deployment of dedicated physical resources for RAN coverage requirements which may be managed via an operations and maintenance interface (such as an O1 interface) . For virtualized network elements, the SMO Framework 405 may be configured to interact with a cloud computing platform (such as an open cloud (O-Cloud) 490) to perform network element life cycle management (such as to instantiate virtualized network elements) via a cloud computing platform interface (such as an O2 interface) . Such virtualized network elements can include, but are not limited to, CUs 410, DUs 430, RUs 440 and Near-RT RICs 425. In some implementations, the SMO Framework 405 can communicate with a hardware aspect of a 4G RAN, such as an open eNB (O-eNB) 411, via an O1 interface. Additionally, in some implementations, the SMO Framework 405 can communicate directly with one or more RUs 440 via an O1 interface. The SMO Framework 405 also may include a Non-RT RIC 415 configured to support functionality of the SMO Framework 405.
The Non-RT RIC 415 may be configured to include a logical function that enables non-real-time control and optimization of RAN elements and resources, Artificial Intelligence/Machine Learning (AI/ML) workflows including model training and updates, or policy-based guidance of applications/features in the Near-RT RIC 425. The Non-RT RIC 415 may be coupled to or communicate with (such as via an A1 interface) the Near-RT RIC 425. The Near-RT RIC 425 may be configured to include a logical function that enables near-real-time control and optimization of RAN elements and resources via data collection and actions over an interface (such as via an E2 interface) connecting one or more CUs 410, one or more DUs 430, or both, as well as an O-eNB, with the Near-RT RIC 425.
In some implementations, to generate AI/ML models to be deployed in the Near-RT RIC 425, the Non-RT RIC 415 may receive parameters or external enrichment information from external servers. Such information may be utilized by the Near-RT RIC 425 and may be received at the SMO Framework 405 or the Non-RT RIC 415 from non-network data sources or from network functions. In some examples, the Non-RT RIC 415 or the Near-RT RIC 425 may be configured to tune RAN behavior or performance. For example, the Non-RT RIC 415 may monitor long-term trends and patterns for performance and employ AI/ML models to perform corrective actions through the SMO Framework 405 (such as reconfiguration via O1) or via creation of RAN management policies (such as A1 policies) .
FIG. 5 is a diagram of an example input vector 500 based on a reliability order. A number (K) of information bits 502 may be mapped to positions within the encoded vector based on the reliability order. That is, the K information bits 502 may be assigned to the most reliable positions. The remaining bits may be referred to as frozen bits 504 and may have a known value (e.g., 0) . There is a number (p) 510 of frozen bits 504 prior to a first information bit 520 within the input vector 500. There is a second number (q) 530 of information bits after a last frozen bit 540.
When a polarization-adjusted convolutional (PAC) code is applied to an input vector, the convolution step changes the p 510 frozen bits and the q 530 information bits. For example, the K information bits may be represented as v = {v0, v1, v2, …vk-1} . When the information bits are mapped to the input vector 500 of length n, the input vector 500 may be represented as u= {u0, u1, u2, …un-1} . The PAC coding may be represented aswhere x is the polar encoded output, u is the input vector, C is a convolutional encode matrix, andis a polar encoder matrix. A resulting matrix of the convolutional encoding may be represented as u′=u*C. The resulting matrix of the convolutional encoding is totally different from the input vector. In particular, the information and frozen bits are changed. The performance of PAC coding is not always better than a conventional polar code because the convolutional encoding changes the information bits and reliability order.
FIG. 6 is a diagram of an example transformed matrix T 600. The transformed matrix T 600 includes a first identity matrix (Ip) with a size equal to the p 510 frozen bits before the first information bit 520 in the input vector. The transformed matrix T 600 includes an upper triangle matrix T′. The transformed matrix T 600 includes a second identity matrix (Iq) with a size equal to the q 530 frozen bits after the last frozen bit 540 in the input vector. The transformed matrix T 600 includes an upper triangle matrix T′. The upper triangle matrix T′ is based on the positions of the information bits and the frozen bits from the first information bit 520 to the last frozen bit 540. The size of the upper triangle matrix T′ may be N- (p+q) . For illustrative purposes, T′ is shown as an 8×8 matrix. T′ includes a value of 1 on the diagonal for columns corresponding to the information bits. The other bits in such columns are 0. Accordingly, for information bits, T′ is similar to an identity matrix and does not change the information bits. For columns corresponding to frozen bits, T′ includes a value of 0 below the diagonal. In some
implementations, T′ does not explicitly define the values above the diagonal for columns corresponding to frozen bits. For instance, the values above the diagonal corresponding to the frozen bits may be left to individual implementations. In some implementations, to implement a parity check (PC) polar encoding using a transform matrix, the values above the diagonal (represented as x) for columns corresponding to frozen bits may be defined by a cyclic polynomial. For instance, the values above the diagonal may be selected based on prior information bits in the input vector. In such implementations, T′ generates parity check bits for the frozen bits after the first information bit.
FIG. 7 is a conceptual data flow diagram 700 illustrating the data flow between different means/components in an example communications device 710 including a transformed polar encoder component 140. For example, the communications device 710 may be an example of a wireless node such as the base station 102 (FIG. 1) including the transformed polar encoder component 140 or a UE 104 (FIG. 1) including the transformed polar encoder component 140. The transformed polar encoder component 140 may be implemented by the memory 360 or the memory 376 and the TX processor 316 or 368, the RX processor 370 or 356, and/or the controller/processor 375 or 359 of FIG. 3. For example, the memory 360 or 376 may store executable instructions defining the transformed polar encoder component 140 and the TX processor 316 or 368, the RX processor 370 or 356, and/or the controller/processor 375 or 359 may execute the instructions.
The communications device 710 may include a receiver component 770, which may include, for example, a radio frequency (RF) receiver for receiving the signals described herein. The communications device 710 may include a transmitter component 772, which may include, for example, an RF transmitter for transmitting the signals described herein. The transmitter component 772 may output RF signals to one or more antennas 774. In an aspect, the communications device 710 and the transmitter component 772 may be co-located in a transceiver such as illustrated by the TX/RX 318 or 354 in FIG. 3.
As discussed with respect to FIG. 1, the transformed polar encoder component 140 may include the mapping component 142, the transform component 144, and the polar encoder component 146.
The receiver component 770 may receive signals from another communications device. For example, the receiver component 770 may receive a control channel that has been encoded with polar coding by the other communications device.
The mapping component 142 is configured to map a plurality of information bits 720 and frozen bits 722 to an input vector (u) based on a reliability order. The information bits 720 may be information for transmission. For example, the information bits 720 may be control information such as uplink control information or downlink control information generated by a higher layer process. The number of information bits may be represented by K. The frozen bits may be bits of a fixed value (e.g., 0) . The number of frozen bits may be N –K, where N is a code block size. The mapping component 142 may map the information bits 720 to the most reliable positions of the input vector based on the reliability order. The reliability order may be based on a Gaussian approximation for the code block size. In some implementations, a polar sequence ordered in ascending order of reliability may be used to identify the bit indices of the most reliable positions. The input vector may have indices {u0, u1, u2, …un-1} . The mapping component 142 provides the input vector (u) to the transform component 144.
The transform component 144 is configured to generate a resulting vector by multiplying the input vector by a transformed matrix (e.g., T 600) to produce a resulting vector. The transform component 144 may receive the input vector from the mapping component 142. The transformed matrix T 600 is based on the code block size. That is, T 600 is an N ×N matrix. T includes a first identity matrix with a size equal to a first quantity (p) of frozen bits in the input vector that are located before a first information bit in the input vector. T includes the upper triangle matrix T′ based on the positions of the information bits and the frozen bits up to the index of the last frozen bit. T includes a second identity matrix with a size equal to a first quantity a second quantity (q) of information bits in the input vector that are located after a last frozen bit in the input vector. The transform component 144 provides the resulting vector to the polar encoder component 146.
The polar encoder component 146 is configured to multiply the resulting vector by a polar encoder matrix. The polar encoder matrix may be expressed asindicating the nth Kronecker power of matrixOnce again, n, is the size of the input vector. The polar encoder component 146 provides the polar encoded vector to the transmitter component 772.
The transmitter component 772 is configured to transmit the polar encoded vector via the antennas 774. For example, the transmitter component 772 may perform rate matching, modulation, etc.
FIG. 8 is a flowchart of an example method 800 for a wireless node such as a UE or base station to transmit a channel with polar coding using a transformed matrix. The method 800 may be performed by a UE (such as the UE 104, which may include the memory 360 and which may be the entire UE 104 or a component of the UE 104 such as the transformed polar encoder component 140, TX processor 368, the RX processor 356, or the controller/processor 359) . In some implementations, the method 800 may be performed by a base station (such as the base station 102, which may include the memory 376 and which may be the entire base station 102 or a component of the base station 102 such as the transformed polar encoder component 140, TX processor 316, RX processor 370, or the controller/processor 375) . The method 800 may be performed by the transformed polar encoder component 140 in communication with a receiver at another communication device. Optional blocks are shown with dashed lines.
At block 810, the method 800 includes mapping a plurality of information bits and a plurality of frozen bits to a vector based on a reliability order. In some implementations, for example, the UE 104, the TX processor 368 or the controller/processor 359 may execute the transformed polar encoder component 140 or the mapping component 142 to map the plurality of information bits 502 and the plurality of frozen bits 504 to the input vector 730 based on a reliability order. Accordingly, the UE 104, the TX processor 368, or the controller/processor 359 executing the transformed polar encoder component 140 or the mapping component 142 may provide means for mapping a plurality of information bits and a plurality of frozen bits to a vector based on a reliability order.
At block 820, the method 800 includes generating a resulting vector by multiplying the vector by a transformed matrix to produce a resulting vector. In some implementations, for example, the UE 104, the TX processor 368 or the controller/processor 359 may execute the transformed polar encoder component 140 or the transform component 144 to generate the resulting vector by multiplying the vector by a transformed matrix to produce a resulting vector 740. Accordingly, the UE 104, the TX processor 368, or the controller/processor 359 executing the transformed polar encoder component 140 or the transform component 144 may provide means for generating a resulting vector by multiplying the vector by a transformed matrix.
At block 830, the method 800 includes multiplying the resulting vector by a polar encoder matrix. In some implementations, for example, the UE 104, the TX processor 368 or the controller/processor 359 may execute the transformed polar encoder component 140 or the polar encoder component 146 to multiply the resulting vector 740 by a polar encoder
matrix to generate a polar encoded vector. Accordingly, the UE 104, the TX processor 368, or the controller/processor 359 executing the transformed polar encoder component 140 or the polar encoder component 146 may provide means for multiplying the resulting vector 740 by a polar encoder matrix.
At block 840, the method 800 may optionally include transmitting the polar encoded vector 750 via one or more antennas. In some implementations, for example, the transmitter component 772 may transmit the polar encoded vector via one or more antennas 774. Accordingly, the transmitter component 772 may provide means for transmitting the polar encoded vector via one or more antennas.
In some cases, rather than actually transmitting a vector a device may have an interface to output a vector for transmission (a means for outputting) . For example, a processor may output a vector, via a bus interface, to a radio frequency (RF) front end for transmission. Similarly, rather than actually receiving a vector, a device may have an interface to obtain a vector received from another device (a means for obtaining) . For example, a processor may obtain (or receive) a vector, via a bus interface, from an RF front end for reception. In some cases, the interface to output a vector for transmission and the interface to obtain a vector (which may be referred to as first and second interfaces herein) may be the same interface.
Means for mapping, means for generating, means for multiplying, means for obtaining, and/or means for outputting may include any of the various processors and/or memories shown in Figure 3. Means for receiving and/or means for transmitting may include any of the various processors, memories, and/or transceivers shown in Figure 3.
The following numbered clauses provide an overview of aspects of the present disclosure:
Clause 1. A method of encoding a channel, comprising: mapping a plurality of information bits and a plurality of frozen bits to a vector (u) based on a reliability order; generating a resulting vector by multiplying the vector by a transformed matrix, said transformed matrix being defined by: a first identity matrix with a size equal to a first quantity (p) of frozen bits in the vector that are located before a first information bit in the vector, an upper triangle matrix, and a second identity matrix with a size equal to a second quantity (q) of information bits in the vector that are located after a last frozen bit in the vector ; and multiplying the resulting vector by a polar encoder matrix.
Clause 2. The method of clause 1, wherein the multiplication of the vector by the transformed matrix only changes a value of one or more of frozen bits that are located after the first information bit in the vector.
Clause 3. The method of clause 2, wherein the multiplication of the vector by the transformed matrix does not change the information bits or the reliability order of the resulting vector from the vector.
Clause 4. The method of any of clauses 1-3, wherein the upper triangle matrix includes a value of 1 on a diagonal for columns corresponding to the information bits.
Clause 5. The method of any of clauses 1-4, wherein the upper triangle matrix includes a value of 0 below a diagonal for columns corresponding to frozen bits
Clause 6. The method of any of clauses 1-5, wherein the resulting vector includes the same information bits as the vector.
Clause 7. The method of any of clauses 1-6, wherein the resulting vector includes the same frozen bits as the vector at corresponding locations in the resulting vector prior to an index of the first information bit in the resulting vector.
Clause 8. The method of any of clauses 1-7, wherein the upper triangle matrix includes values defined by a cyclic polynomial above a diagonal.
Clause 9. The method of any of clauses 1-8, wherein the reliability order is based on a Gaussian approximation.
Clause 10. An apparatus for wireless communication, comprising: one or more memories storing computer-executable instructions; and one or more processors coupled with the one or more memories and configured to execute the computer-executable instructions, individually or in combination, to cause the apparatus to perform a method in accordance with any one of clauses 1-9.
Clause 11: An apparatus, including means for performing a method in accordance with any one of clauses 1-9.
Clause 12: A non-transitory computer-readable medium including executable instructions that, when executed by a processor of an apparatus, cause the apparatus to perform a method in accordance with any one of clauses 1-9.
Clause 13: A computer program product embodied on a computer-readable storage medium including code for performing a method in accordance with any one of clauses 1-9.
Clause 14: A wireless node, including: at least one transceiver; one or more memories including instructions; and one or more processors configured to execute the instructions and cause the wireless node to perform a method in accordance with any one of clauses 1-9, wherein the at least one transceiver is configured to transmit a polar encoded vector generated from the multiplication.
As used herein, a phrase referring to “at least one of” a list of items refers to any combination of those items, including single members. As an example, “at least one of: a, b, or c” is intended to cover: a, b, c, a-b, a-c, b-c, and a-b-c.
The various illustrative logics, logical blocks, modules, circuits and algorithm processes described in connection with the implementations disclosed herein may be implemented as electronic hardware, computer software, or combinations of both. The interchangeability of hardware and software has been described generally, in terms of functionality, and illustrated in the various illustrative components, blocks, modules, circuits and processes described above. Whether such functionality is implemented in hardware or software depends upon the particular application and design constraints imposed on the overall system.
The hardware and data processing apparatus used to implement the various illustrative logics, logical blocks, modules and circuits described in connection with the aspects disclosed herein may be implemented or performed with a general purpose single-or multi-chip processor, a digital signal processor (DSP) , an application specific integrated circuit (ASIC) , a field programmable gate array (FPGA) or other programmable logic device, discrete gate or transistor logic, discrete hardware components, or any combination thereof designed to perform the functions described herein. A general purpose processor may be a microprocessor, or any conventional processor, controller, microcontroller, or state machine. A processor also may be implemented as a combination of computing devices, such as a combination of a DSP and a microprocessor, a plurality of microprocessors, one or more microprocessors in conjunction with a DSP core, or any other such configuration. In some implementations, particular processes and methods may be performed by circuitry that is specific to a given function.
In one or more aspects, the functions described may be implemented in hardware, digital electronic circuitry, computer software, firmware, including the structures disclosed in this specification and their structural equivalents thereof, or in any combination thereof. Implementations of the subject matter described in this specification also can be implemented as one or more computer programs, i.e., one or more modules of computer program instructions, encoded on a computer storage media for execution by, or to control the operation of, data processing apparatus.
If implemented in software, the functions may be stored on or transmitted over as one or more instructions or code on a computer-readable medium. The processes of a method or algorithm disclosed herein may be implemented in a processor-executable software
module which may reside on a computer-readable medium. Computer-readable media includes both computer storage media and communication media including any medium that can be enabled to transfer a computer program from one place to another. A storage media may be any available media that may be accessed by a computer. By way of example, and not limitation, such computer-readable media may include RAM, ROM, EEPROM, CD-ROM or other optical disk storage, magnetic disk storage or other magnetic storage devices, or any other medium that may be used to store desired program code in the form of instructions or data structures and that may be accessed by a computer. Also, any connection can be properly termed a computer-readable medium. Disk and disc, as used herein, includes compact disc (CD) , laser disc, optical disc, digital versatile disc (DVD) , floppy disk, and Blu-ray disc where disks usually reproduce data magnetically, while discs reproduce data optically with lasers. Combinations of the above should also be included within the scope of computer-readable media. Additionally, the operations of a method or algorithm may reside as one or any combination or set of codes and instructions on a machine readable medium and computer-readable medium, which may be incorporated into a computer program product.
Various modifications to the implementations described in this disclosure may be readily apparent to those skilled in the art, and the generic principles defined herein may be applied to other implementations without departing from the spirit or scope of this disclosure. Thus, the claims are not intended to be limited to the implementations shown herein, but are to be accorded the widest scope consistent with this disclosure, the principles and the novel features disclosed herein.
Additionally, a person having ordinary skill in the art will readily appreciate, the terms “upper” and “lower” are sometimes used for ease of describing the figures, and indicate relative positions corresponding to the orientation of the figure on a properly oriented page, and may not reflect the proper orientation of any device as implemented.
Certain features that are described in this specification in the context of separate implementations also can be implemented in combination in a single implementation. Conversely, various features that are described in the context of a single implementation also can be implemented in multiple implementations separately or in any suitable subcombination. Moreover, although features may be described above as acting in certain combinations and even initially claimed as such, one or more features from a claimed combination can in some cases be excised from the combination, and the claimed combination may be directed to a subcombination or variation of a subcombination.
Similarly, while operations are depicted in the drawings in a particular order, this should not be understood as requiring that such operations be performed in the particular order shown or in sequential order, or that all illustrated operations be performed, to achieve desirable results. Further, the drawings may schematically depict one more example processes in the form of a flow diagram. However, other operations that are not depicted can be incorporated in the example processes that are schematically illustrated. For example, one or more additional operations can be performed before, after, simultaneously, or between any of the illustrated operations. In certain circumstances, multitasking and parallel processing may be advantageous. Moreover, the separation of various system components in the implementations described above should not be understood as requiring such separation in all implementations, and it should be understood that the described program components and systems can generally be integrated together in a single software product or packaged into multiple software products. Additionally, other implementations are within the scope of the following claims. In some cases, the actions recited in the claims can be performed in a different order and still achieve desirable results.
Claims (20)
- A method of encoding a channel at a wireless node, comprising:mapping a plurality of information bits and a plurality of frozen bits to a vector (u) based on a reliability order;generating a resulting vector by multiplying the vector by a transformed matrix, said transformed matrix being defined by:a first identity matrix with a size equal to a first quantity (p) of frozen bits in the vector that are located before a first information bit in the vector,an upper triangle matrix, anda second identity matrix with a size equal to a second quantity (q) of information bits in the vector that are located after a last frozen bit in the vector; andmultiplying the resulting vector by a polar encoder matrix.
- The method of claim 1, wherein the multiplication of the vector by the transformed matrix only changes a value of one or more of frozen bits that are located after the first information bit in the vector.
- The method of claim 2, wherein the multiplication of the vector by the transformed matrix does not change the information bits or the reliability order of the resulting vector from the vector.
- The method of claim 1, wherein the upper triangle matrix includes a value of 1 on a diagonal for columns corresponding to the information bits.
- The method of claim 1, wherein the upper triangle matrix includes a value of 0 below a diagonal for columns corresponding to frozen bits
- The method of claim 1, wherein the resulting vector includes the same information bits as the vector.
- The method of claim 1, wherein the resulting vector includes the same frozen bits as the vector at corresponding locations in the resulting vector prior to an index of the first information bit in the resulting vector.
- The method of claim 1, wherein the upper triangle matrix includes values defined by a cyclic polynomial above a diagonal.
- The method of claim 1, wherein the reliability order is based on a Gaussian approximation.
- An apparatus for wireless communication, comprising:one or more memories storing computer-executable instructions; andone or more processors coupled with the one or more memories and configured to execute the computer-executable instructions, individually or in combination, to cause the apparatus to:map a plurality of information bits and a plurality of frozen bits to an vector based on a reliability order;generating a resulting vector by multiplying the vector by a transformed matrix to produce a resulting vector, said transformed matrix being defined by:a first identity matrix with a size equal to a first quantity of frozen bits in the vector that are located before a first information bit in the vector,an upper triangle matrix, anda second identity matrix with a size equal to a second quantity of information bits in the vector that are located after a last frozen bit in the vector; andmultiply the resulting vector by a polar encoder matrix.
- The apparatus of claim 10, wherein the multiplication of the vector by the transformed matrix only changes a value of one or more of frozen bits that are located after the first information bit in the vector.
- The apparatus of claim 11, wherein the multiplication of the vector by the transformed matrix does not change the information bits or the reliability order of the resulting vector from the vector.
- The apparatus of claim 10, wherein the upper triangle matrix includes a value of 1 on a diagonal for columns corresponding to the information bits.
- The apparatus of claim 10, wherein the upper triangle matrix includes a value of 0 below a diagonal for columns corresponding to frozen bits
- The apparatus of claim 10, wherein the resulting vector includes the same information bits as the vector.
- The apparatus of claim 10, wherein the resulting vector includes the same frozen bits as the vector at corresponding locations in the resulting vector prior to an index of the first information bit in the resulting vector.
- The apparatus of claim 10, wherein the upper triangle matrix includes values defined by a cyclic polynomial above a diagonal.
- The apparatus of claim 10, wherein the reliability order is based on a Gaussian approximation.
- The apparatus of claim 10, further comprising a transceiver configured to transmit a polar encoded vector generated from the multiplication, wherein the apparatus is configured as a user equipment or a network entity.
- An apparatus for wireless communication, comprising:means for mapping a plurality of information bits and a plurality of frozen bits to a vector based on a reliability order;means for generating a resulting vector by multiplying the vector by a transformed matrix, said transformed matrix being defined by:a first identity matrix with a size equal to a first quantity of frozen bits in the vector that are located before a first information bit in the vector,an upper triangle matrix, anda second identity matrix with a size equal to a second quantity of information bits in the vector that are located after a last frozen bit in the vector; andmeans for multiplying the resulting vector by a polar encoder matrix.
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| PCT/CN2024/078761 WO2025179453A1 (en) | 2024-02-27 | 2024-02-27 | Special transformed polar code |
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| US20200106459A1 (en) * | 2018-09-28 | 2020-04-02 | Huawei Technologies Co., Ltd. | Method and apparatus for wirelessly communicating over a noisy channel with a variable codeword length polar code to improve transmission capacity |
| CN116633365A (en) * | 2022-02-17 | 2023-08-22 | 华为技术有限公司 | Encoding method and encoding device based on systematic polar code |
| CN117155411A (en) * | 2022-05-23 | 2023-12-01 | 华为技术有限公司 | An encoding and decoding method and device |
| CN117155410A (en) * | 2022-05-23 | 2023-12-01 | 华为技术有限公司 | An encoding and decoding method and device |
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- 2024-02-27 WO PCT/CN2024/078761 patent/WO2025179453A1/en active Pending
Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20200106459A1 (en) * | 2018-09-28 | 2020-04-02 | Huawei Technologies Co., Ltd. | Method and apparatus for wirelessly communicating over a noisy channel with a variable codeword length polar code to improve transmission capacity |
| CN116633365A (en) * | 2022-02-17 | 2023-08-22 | 华为技术有限公司 | Encoding method and encoding device based on systematic polar code |
| CN117155411A (en) * | 2022-05-23 | 2023-12-01 | 华为技术有限公司 | An encoding and decoding method and device |
| CN117155410A (en) * | 2022-05-23 | 2023-12-01 | 华为技术有限公司 | An encoding and decoding method and device |
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