US9270509B1 - Devices and methods for orthogonal frequency division multiplexing signal phase shaping - Google Patents
Devices and methods for orthogonal frequency division multiplexing signal phase shaping Download PDFInfo
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L27/00—Modulated-carrier systems
- H04L27/26—Systems using multi-frequency codes
- H04L27/2601—Multicarrier modulation systems
- H04L27/2602—Signal structure
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L27/00—Modulated-carrier systems
- H04L27/26—Systems using multi-frequency codes
- H04L27/2601—Multicarrier modulation systems
- H04L27/2626—Arrangements specific to the transmitter only
- H04L27/2627—Modulators
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L27/00—Modulated-carrier systems
- H04L27/32—Carrier systems characterised by combinations of two or more of the types covered by groups H04L27/02, H04L27/10, H04L27/18 or H04L27/26
- H04L27/34—Amplitude- and phase-modulated carrier systems, e.g. quadrature-amplitude modulated carrier systems
- H04L27/36—Modulator circuits; Transmitter circuits
- H04L27/361—Modulation using a single or unspecified number of carriers, e.g. with separate stages of phase and amplitude modulation
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L27/00—Modulated-carrier systems
- H04L27/32—Carrier systems characterised by combinations of two or more of the types covered by groups H04L27/02, H04L27/10, H04L27/18 or H04L27/26
- H04L27/34—Amplitude- and phase-modulated carrier systems, e.g. quadrature-amplitude modulated carrier systems
- H04L27/36—Modulator circuits; Transmitter circuits
- H04L27/366—Arrangements for compensating undesirable properties of the transmission path between the modulator and the demodulator
- H04L27/367—Arrangements for compensating undesirable properties of the transmission path between the modulator and the demodulator using predistortion
Definitions
- the present disclosure relates generally to polar transmitters, and more particularly, to polar transmitters included within electronic devices.
- Transmitters and receivers are commonly included in various electronic devices, and particularly, portable electronic devices such as, for example, phones (e.g., mobile and cellular phones, cordless phones, personal assistance devices), computers (e.g., laptops, tablet computers), internet connectivity routers (e.g., Wi-Fi routers or modems), radios, televisions, or any of various other stationary or handheld devices.
- portable electronic devices such as, for example, phones (e.g., mobile and cellular phones, cordless phones, personal assistance devices), computers (e.g., laptops, tablet computers), internet connectivity routers (e.g., Wi-Fi routers or modems), radios, televisions, or any of various other stationary or handheld devices.
- One type of transmitter known as a wireless transmitter, may be used to generate a wireless signal to be transmitted by way of an antenna coupled to the transmitter.
- the wireless transmitter is generally used to wirelessly communicate data over a network channel or other medium (e.g., air) to one or more receiving devices.
- a method includes receiving an incoming data signal via a processor of a transmitter. The method further includes computing one or more roots of a first function representing a phase component of the data signal, computing a second function representing the phase component based on the one or more roots, deriving a periodicity of the phase component based on the second function, and deriving a value of a slope of the phase component based at least in part on the periodicity of the phase component to reduce or eliminate an error of the phase component.
- OFDM orthogonal frequency division multiplexing
- FIG. 1 is a schematic block diagram of an electronic device including a transceiver, in accordance with an embodiment
- FIG. 4 is a front view of a desktop computer representing another embodiment of the electronic device of FIG. 1 ;
- FIG. 5 is a front view and side view of a wearable electronic device representing another embodiment of the electronic device of FIG. 1 ;
- FIG. 6 is a block diagram of the transceiver included within the electronic device of FIG. 1 including a transmitter, in accordance with an embodiment
- FIG. 7 is a block diagram of a polar modulator included as part of the transmitter of FIG. 6 , in accordance with an embodiment
- FIG. 8 is a plot diagram illustrating an example of a periodic phase component signal, in accordance with an embodiment
- FIG. 9 is a block diagram of a frequency synthesizer included as part of the transceiver of FIG. 6 , in accordance with an embodiment
- FIG. 10 is a flow diagram illustrating an embodiment of a process useful in “shaping” a slope of the phase component of OFDM data symbols in order to decrease an accumulation of phase error, in accordance with an embodiment
- FIG. 11 is a plot diagram illustrating the performance of a WLAN OFDM data signal as a function of error with a “shaped” phase slope, in accordance with an embodiment.
- an electronic device 10 may include, among other things, one or more processor(s) 12 , memory 14 , nonvolatile storage 16 , a display 18 input structures 22 , an input/output (I/O) interface 24 , network interfaces 26 , a transceiver 28 , and a power source 29 .
- processor(s) 12 may include, among other things, one or more processor(s) 12 , memory 14 , nonvolatile storage 16 , a display 18 input structures 22 , an input/output (I/O) interface 24 , network interfaces 26 , a transceiver 28 , and a power source 29 .
- FIG. 1 may include hardware elements (including circuitry), software elements (including computer code stored on a computer-readable medium) or a combination of both hardware and software elements. It should be noted that FIG. 1 is merely one example of a particular implementation and is intended to illustrate the types of components that may be present in electronic device 10 .
- the electronic device 10 may represent a block diagram of the notebook computer depicted in FIG. 2 , the handheld device depicted in FIG. 3 , the desktop computer depicted in FIG. 4 , the wearable electronic device depicted in FIG. 5 , or similar devices.
- the processor(s) 12 and/or other data processing circuitry may be generally referred to herein as “data processing circuitry.” Such data processing circuitry may be embodied wholly or in part as software, firmware, hardware, or any combination thereof. Furthermore, the data processing circuitry may be a single contained processing module or may be incorporated wholly or partially within any of the other elements within the electronic device 10 .
- the processor(s) 12 and/or other data processing circuitry may be operably coupled with the memory 14 and the nonvolatile memory 16 to perform various algorithms.
- Such programs or instructions executed by the processor(s) 12 may be stored in any suitable article of manufacture that includes one or more tangible, computer-readable media at least collectively storing the instructions or routines, such as the memory 14 and the nonvolatile storage 16 .
- the memory 14 and the nonvolatile storage 16 may include any suitable articles of manufacture for storing data and executable instructions, such as random-access memory, read-only memory, rewritable flash memory, hard drives, and optical discs.
- programs (e.g., an operating system) encoded on such a computer program product may also include instructions that may be executed by the processor(s) 12 to enable the electronic device 10 to provide various functionalities.
- the display 18 may be a liquid crystal display (LCD), which may allow users to view images generated on the electronic device 10 .
- the display 18 may include a touch screen, which may allow users to interact with a user interface of the electronic device 10 .
- the display 18 may include one or more organic light emitting diode (OLED) displays, or some combination of LCD panels and OLED panels.
- OLED organic light emitting diode
- the input structures 22 of the electronic device 10 may enable a user to interact with the electronic device 10 (e.g., pressing a button to increase or decrease a volume level).
- the I/O interface 24 may enable electronic device 10 to interface with various other electronic devices, as may the network interfaces 26 .
- the network interfaces 26 may include, for example, interfaces for a personal area network (PAN), such as a Bluetooth network, for a local area network (LAN) or wireless local area network (WLAN), such as an 802.11x Wi-Fi network, and/or for a wide area network (WAN), such as a 3 rd generation (3G) cellular network, 4 th generation (4G) cellular network, or long term evolution (LTE) cellular network.
- PAN personal area network
- LAN local area network
- WLAN wireless local area network
- WAN wide area network
- 3G 3 rd generation
- 4G 4 th generation
- LTE long term evolution
- the network interface 26 may also include interfaces for, for example, broadband fixed wireless access networks (WiMAX), mobile broadband Wireless networks (mobile WiMAX), asynchronous digital subscriber lines (e.g., ADSL, VDSL), digital video broadcasting-terrestrial (DVB-T) and its extension DVB Handheld (DVB-H), ultra Wideband (UWB), alternating current (AC) power lines, and so forth.
- WiMAX broadband fixed wireless access networks
- mobile WiMAX mobile broadband Wireless networks
- asynchronous digital subscriber lines e.g., ADSL, VDSL
- DVD-T digital video broadcasting-terrestrial
- DVD-H digital video broadcasting-terrestrial
- DVD-H digital video broadcasting-terrestrial
- DVD-H digital video broadcasting-terrestrial
- UWB ultra Wideband
- AC alternating current
- the electronic device 10 may include a transceiver 28 .
- the transceiver 28 may include any circuitry that may be useful in both wirelessly receiving and wirelessly transmitting signals (e.g., data signals). Indeed, in some embodiments, as will be further appreciated, the transceiver 28 may include a transmitter and a receiver combined into a single unit, or, in other embodiments, the transceiver 28 may include a transmitter separate from the receiver.
- the transceiver 28 may transmit and receive OFDM signals (e.g., OFDM data symbols) to support data communication in wireless applications such as, for example, PAN networks (e.g., Bluetooth), WLAN networks (e.g., 802.11x Wi-Fi), WAN networks (e.g., 3G, 4G, and LTE cellular networks), WiMAX networks, mobile WiMAX networks, ADSL and VDSL networks, DVB-T and DVB-H networks, UWB networks, and so forth.
- OFDM orthogonal frequency division multiplexing
- OFDM may refer to modulation technique or scheme in which a transmission channel may be divided into a number of orthogonal subcarriers or subchannels to increase data transmission efficiency.
- the electronic device 10 may take the form of a computer, a portable electronic device, a wearable electronic device, or other type of electronic device.
- Such computers may include computers that are generally portable (such as laptop, notebook, and tablet computers) as well as computers that are generally used in one place (such as conventional desktop computers, workstations and/or servers).
- the electronic device 10 in the form of a computer may be a model of a MacBook®, MacBook® Pro, MacBook Air®, iMac®, Mac® mini, or Mac Pro® available from Apple Inc.
- the electronic device 10 taking the form of a notebook computer 30 A, is illustrated in FIG. 2 in accordance with one embodiment of the present disclosure.
- the depicted computer 30 A may include a housing or enclosure 32 , a display 18 , input structures 22 , and ports of an I/O interface 24 .
- the input structures 22 (such as a keyboard and/or touchpad) may be used to interact with the computer 30 A, such as to start, control, or operate a GUI or applications running on computer 30 A.
- a keyboard and/or touchpad may allow a user to navigate a user interface or application interface displayed on display 18 .
- the handheld device 30 B may include an enclosure 36 to protect interior components from physical damage and to shield them from electromagnetic interference.
- the enclosure 36 may surround the display 18 , which may display indicator icons 39 .
- the indicator icons 38 may indicate, among other things, a cellular signal strength, Bluetooth connection, and/or battery life.
- the I/O interfaces 24 may open through the enclosure 36 and may include, for example, an I/O port for a hard wired connection for charging and/or content manipulation using a standard connector and protocol, such as the Lightning connector provided by Apple Inc., a universal service bus (USB), or other similar connector and protocol.
- a standard connector and protocol such as the Lightning connector provided by Apple Inc.
- USB universal service bus
- a computer 30 C may represent another embodiment of the electronic device 10 of FIG. 1 .
- the computer 30 C may be any computer, such as a desktop computer, a server, or a notebook computer, but may also be a standalone media player or video gaming machine.
- the computer 30 C may be an iMac®, a MacBook®, or other similar device by Apple Inc.
- the computer 30 C may also represent a personal computer (PC) by another manufacturer.
- a similar enclosure 36 may be provided to protect and enclose internal components of the computer 30 C such as the dual-layer display 18 .
- a user of the computer 30 C may interact with the computer 30 C using various peripheral input devices, such as the keyboard 22 or mouse 38 , which may connect to the computer 30 C via a wired and/or wireless I/O interface 24 .
- FIG. 5 depicts a wearable electronic device 30 D representing another embodiment of the electronic device 10 of FIG. 1 that may be configured to operate using the techniques described herein.
- the wearable electronic device 30 D which may include a wristband 43 , may be an Apple Watch® by Apple, Inc.
- the wearable electronic device 30 D may include any wearable electronic device such as, for example, a wearable exercise monitoring device (e.g., pedometer, accelerometer, heart rate monitor), or other device by another manufacturer.
- a wearable exercise monitoring device e.g., pedometer, accelerometer, heart rate monitor
- the transmitter 44 may also include digital-to-analog converters (DACs) 48 A and 48 B that may be used to convert (e.g., sample) the polar amplitude component and the phase component of the signal 45 into digital signal components.
- DACs digital-to-analog converters
- the phase component signal may be then passed to a mixer 52 , which may be used to mix (e.g., upconvert or downconvert) the frequency of the polar phase component signal with the frequency of a local oscillator (LO) 50 to generate, for example, a radio frequency (RF) (e.g., f out ) signal for transmission.
- LO local oscillator
- RF radio frequency
- the polar amplitude component signal may be passed through an amplifier 56 (e.g., envelop amplifier) that may be used to track and adjust the envelope of the polar amplitude component signal.
- the polar amplitude component signal and the polar phase component signal may be each passed to a high power amplifier (HPA) 54 to generate an electromagnetic signal (e.g., radio frequency (RF) signal, microwave signal, millimeter wave signal) at the RF frequency to transmit (e.g., via an antenna coupled to the transmitter 44 ).
- HPA high power amplifier
- the transmitter 44 may utilize phase information to modulate (e.g., directly or indirectly) the frequency of, for example, the oscillator 50 , an inherent constraint on the modulation accuracy may be experienced due to the accuracy of the translation from, for example, a digital frequency command word (FCW) to an actual electromagnetic signal at the RF frequency.
- FCW digital frequency command word
- f cmd may represent, for example, a frequency command word (FCW) (e.g., which may include frequency multiplication ratio).
- FCW frequency command word
- f error (f cmd ) may include the frequency error, and, in one embodiment, may include a linear function of the FCW f cmd .
- the linear error function of the of the FCW f cmd e.g., f error (f cmd )
- f error (f cmd ) may be generally expressed as: f error ( f cmd ) ⁇ f cmd equation (2).
- the terms ⁇ a m ⁇ and ⁇ b m ⁇ may represent, for example, the zeros of the Z-domain representation x(z) (e.g., corresponding to the continuous signal x(t) of equation (2)) inside and outside of the unit circle (e.g., where
- the polar modulator 46 may derive that the phase component of a given OFDM data symbol may become periodic with a period T s when the term representing the slope of the phase
- the frequency offset (e.g., f error ) may be also estimated by determining the phase difference between identical samples or subcarriers of a specific training field (e.g., legacy long training field (L-LTF)) of, for example, the PPDU of the OFDM signal T s seconds apart, as expressed by:
- L-LTF legacy long training field
- S out [n] may represent, for example, a discrete-time output signal (e.g., at the output of the amplifier 54 ), while S* out [n ⁇ N FTT ] may represent, for example, a complex conjugate of the discrete-time output signal time shifted by N FTT .
- the transmitter 44 experiences distortion (e.g., CFO or Doppler shift) in the translation of the calculated FCW f cmd (e.g., f error (f cmd )) into the output frequency (e.g., f out )
- the linear slope of the phase of a given OFDM data symbol e.g., unwrapped phase
- the presently disclosed techniques may ensure periodicity in the phase component of each of the training field OFDM data symbols by attenuating or substantially annulling the slope of the phase of the individual OFDM data symbols, the overall OFDM data transmission may be substantially more robust and accurate. As further illustrated in FIG.
- ⁇ ) may be then each passed to a log base 2 addition and windowing block 66 to, for example, equalize or limit the phase component (e.g., ⁇ n ⁇ ) and a logarithm of the amplitude component (e.g., ⁇ log
- a time-domain translated phase component e.g., ⁇ n
- amplitude component e.g., a n
- FIG. 8 depicts a phase plot 67 , which illustrates a periodic phase component signal 68 .
- the phase component signal 68 which as depicted may include a discrete-time signal, may correspond to the phase component signal as expressed above by equation (8).
- any slope of the phase component signal 68 is attenuated or substantially annulled, and thus the phase component signal 68 is depicted as periodic.
- the phase plot 67 further illustrates that any phase error accumulation between OFDM symbols is eliminated by utilizing the present techniques of “shaping” the slope of the phase component signal 68 to generate a periodic phase component signal 68 .
- a frequency synthesizer 69 that may, in some embodiments, be included as part of the polar modulator 46 of the transmitter 44 is presented. In other embodiments, the frequency synthesizer 69 may be included as part of the phase path (e.g., phase branch) of the transmitter 44 .
- an FCW (e.g., f cmd ) input may be provided to a reference phase accumulator (RPA) 72 , which may also receive a reference frequency input (e.g., f ref ) via a time-to-digital converter (TDC) 74 .
- the TDC 74 may be used to generate, for example, a value indicative of the phase difference between one or more clocks of the synthesizer 69 and the reference frequency input (e.g., f ref ) and to provide the value to the RPA 72 .
- the phase difference value may be also provided to a mixer 76 to multiply the phase difference value by a generated DCO period normalization value.
- a phase detector 78 may then sum these various phase values, and generate a total phase signal (e.g., ⁇ n [k]) to provide to a loop filter 80 .
- the summed phase signal may be then passed to a digitally controlled oscillator (DCO) gain normalization block 82 to, for example, modulate or tune the summed phase signal (e.g., shape the slope of the summed phase signal) before being modulated or tuned once more via a DCO 84 to generate a carrier frequency signal.
- DCO digitally controlled oscillator
- the carrier frequency signal may be fed back to the phase detector 78 via an oscillator phase accumulator 86 and a sampler 88 , and may thus allow the DCO gain normalization block 82 to constantly adjust the summed phase signal.
- the carrier frequency signal may be then passed to a digital phase accumulator (DPA) 90 to generate an RF signal for transmission.
- DPA digital phase accumulator
- FIG. 10 a flow diagram is presented, illustrating an embodiment of a process 100 useful in “shaping” (e.g., adjusting) a slope of the phase component of OFDM data symbols in order to decrease the accumulation of phase error between the individual OFDM data symbols that may become apparent in the output frequency (e.g., f out ) by using, for example, the polar modulator 46 included within the transceiver 28 depicted in FIG. 1 .
- the process 100 may include code or instructions stored in a non-transitory machine-readable medium (e.g., the memory 14 ) and executed, for example, by the one or more processor(s) 12 and/or the polar modulator 46 included within the system 10 and illustrated in FIG. 6 .
- the process 100 may begin with the polar modulator 46 receiving (block 102 ) a Cartesian representation of a data signal.
- the polar modulator 46 may receive a Cartesian coordinate represented signal 45 , which may include, for example, OFDM data symbols encoded according to orthogonal I/Q vectors.
- the process 100 may then continue with the polar modulator 46 computing (block 104 ) one or more roots of a phase component of the data signal. For example, as discussed above with respect to FIG. 7 , the polar modulator 46 may calculate the zeroes of the phase component. The process 100 may then continue with the polar modulator 46 determining (block 106 ) a period of the phase component based on the calculated roots (e.g., zeroes). Specifically, as previously noted, the polar modulator 46 may derive that the phase component of a given OFDM data symbol may become periodic with a period T s when the term representing the slope of the phase (e.g.,
- FIG. 11 depicts a plot 110 , which illustrates the performance of a WLAN OFDM data signal 112 as a function of error (e.g., error-vector magnitude (EVM)) in K DCO estimation error percentage without using the presently disclosed phase slope shaping techniques, and the performance of a WLAN OFDM data signal 114 as a function of EVM in K DCO estimation error percentage when using the presently disclosed techniques of phase slope shaping of OFDM data symbols.
- error error-vector magnitude
- the WLAN OFDM data signal 112 may experience substantial distortion (e.g., as illustrated by the sharp rise) due to, for example, frequency offset error (e.g., f error ) that may be caused by the tuning inconsistencies and/or one or more Doppler shifts in the carrier frequency signal.
- frequency offset error e.g., f error
- any accumulation of phase error between the individual OFDM data symbols may be reduced or eliminated as illustrated by the substantially linear WLAN OFDM data signal 114 .
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Abstract
Description
f out =f carrier +f cmd +f error(f cmd) equation (1).
f error(f cmd)≈α·f cmd equation (2).
Thus, as will be further appreciated, it may be useful provide a technique to “shape” (e.g., adjust) the phase of the OFDM data symbols in order to decrease an accumulation of phase error between the individual OFDM data symbols that may become apparent in the frequency (e.g., fout) of the output signal of the
and graphically represented as a circle in the real and imaginary plane having a radius of approximately 1), respectively. In other embodiments, the polynomial
becomes a value of approximately 0, or, more aptly, when the slope term
Mi and/or
becomes a value of 0
Thus, the polar modulator 46 (e.g., DSP, CORDIC) may generate a translated polar phase component in which the slope Mi and/or slope term
of the phase component may be attenuated or substantially annulled. In this way, the
of the phase component of the individual OFDM data symbols in order to reduce or substantially eliminate the accumulation of phase error between the individual OFDM data symbols that may otherwise become distorted when the output frequency signal is received, for example, at a receiver in communication with the
becomes a value of 0, or when
The
of the individual OFDM data symbols in order to reduce or eliminate any accumulation of phase error between the individual OFDM data symbols that may otherwise become distorted when the output frequency signal (e.g., fout) is received, for example, at a receiver in communication with the
Claims (25)
εr φ(T)=φ(T)−φcmd(T)=∫0 T f error(f cmd(t))·dt≈α·∫ 0 T f cmd(t)·dt=0.
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| US14/570,762 US9270509B1 (en) | 2014-12-15 | 2014-12-15 | Devices and methods for orthogonal frequency division multiplexing signal phase shaping |
| PCT/US2015/059001 WO2016099684A1 (en) | 2014-12-15 | 2015-11-04 | Devices and methods for orthogonal frequency division multiplexing signal phase shaping |
| CN201580064954.1A CN107005520B (en) | 2014-12-15 | 2015-11-04 | Apparatus and method for phase shaping of orthogonal frequency division multiplexing signals |
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| US14/570,762 US9270509B1 (en) | 2014-12-15 | 2014-12-15 | Devices and methods for orthogonal frequency division multiplexing signal phase shaping |
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| US11075784B1 (en) * | 2020-09-08 | 2021-07-27 | Apple Inc. | Wideband multiphase transmitter with two-point modulation |
| US11336314B2 (en) | 2019-12-20 | 2022-05-17 | Stichting Imec Nederland | RF transmitter |
| US20230353428A1 (en) * | 2022-02-14 | 2023-11-02 | David E. Newman | Demodulation Using Two Modulation Schemes in 5G and 6G |
| US20240333558A1 (en) * | 2022-02-14 | 2024-10-03 | David E. Newman | Selecting a Modulation Scheme Responsive to Fault Types in 5G/6G |
| US20240372560A1 (en) * | 2023-05-02 | 2024-11-07 | Apple Inc. | Combined iq-polar radio frequency digital-to-analog-converter (rfdac) systems and methods |
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| CN108965180B (en) * | 2018-09-18 | 2021-03-23 | 四川九洲电器集团有限责任公司 | Method and system for estimating and recovering carrier frequency offset of wireless communication |
| CN116938251B (en) * | 2023-09-18 | 2023-12-19 | 厦门电科星拓科技有限公司 | Method, circuit and system for improving spread spectrum tracking capability of time-to-digital converter |
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| US11336314B2 (en) | 2019-12-20 | 2022-05-17 | Stichting Imec Nederland | RF transmitter |
| US11075784B1 (en) * | 2020-09-08 | 2021-07-27 | Apple Inc. | Wideband multiphase transmitter with two-point modulation |
| US20230353428A1 (en) * | 2022-02-14 | 2023-11-02 | David E. Newman | Demodulation Using Two Modulation Schemes in 5G and 6G |
| US11811565B1 (en) * | 2022-02-14 | 2023-11-07 | David E. Newman | Demodulation using two modulation schemes in 5G and 6G |
| US20240031205A1 (en) * | 2022-02-14 | 2024-01-25 | David E. Newman | Modulation and Demodulation for Enhanced Noise Margins in 5G and 6G |
| US12034571B2 (en) * | 2022-02-14 | 2024-07-09 | David E. Newman | Modulation and demodulation for enhanced noise margins in 5G and 6G |
| US20240333558A1 (en) * | 2022-02-14 | 2024-10-03 | David E. Newman | Selecting a Modulation Scheme Responsive to Fault Types in 5G/6G |
| US12250100B2 (en) * | 2022-02-14 | 2025-03-11 | David E. Newman | Selecting a modulation scheme responsive to fault types in 5G/6G |
| US20240372560A1 (en) * | 2023-05-02 | 2024-11-07 | Apple Inc. | Combined iq-polar radio frequency digital-to-analog-converter (rfdac) systems and methods |
Also Published As
| Publication number | Publication date |
|---|---|
| CN107005520A (en) | 2017-08-01 |
| CN107005520B (en) | 2020-03-13 |
| WO2016099684A1 (en) | 2016-06-23 |
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