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WO2024260572A1 - Technique de sélection de puissance d'émission en liaison descendante - Google Patents

Technique de sélection de puissance d'émission en liaison descendante Download PDF

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Publication number
WO2024260572A1
WO2024260572A1 PCT/EP2023/081841 EP2023081841W WO2024260572A1 WO 2024260572 A1 WO2024260572 A1 WO 2024260572A1 EP 2023081841 W EP2023081841 W EP 2023081841W WO 2024260572 A1 WO2024260572 A1 WO 2024260572A1
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WIPO (PCT)
Prior art keywords
transmit power
interference
cell
ran
load
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Application number
PCT/EP2023/081841
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English (en)
Inventor
Panagiota Lioliou
Antonios PITAROKOILIS
Rikke APELFRÖJD
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Telefonaktiebolaget LM Ericsson AB
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Telefonaktiebolaget LM Ericsson AB
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Publication of WO2024260572A1 publication Critical patent/WO2024260572A1/fr
Pending legal-status Critical Current
Anticipated expiration legal-status Critical

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Classifications

    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04W—WIRELESS COMMUNICATION NETWORKS
    • H04W52/00—Power management, e.g. Transmission Power Control [TPC] or power classes
    • H04W52/04—Transmission power control [TPC]
    • H04W52/06—TPC algorithms
    • H04W52/14—Separate analysis of uplink or downlink
    • H04W52/143—Downlink power control
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L5/00—Arrangements affording multiple use of the transmission path
    • H04L5/003—Arrangements for allocating sub-channels of the transmission path
    • H04L5/0048—Allocation of pilot signals, i.e. of signals known to the receiver
    • H04L5/005—Allocation of pilot signals, i.e. of signals known to the receiver of common pilots, i.e. pilots destined for multiple users or terminals
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04W—WIRELESS COMMUNICATION NETWORKS
    • H04W52/00—Power management, e.g. Transmission Power Control [TPC] or power classes
    • H04W52/04—Transmission power control [TPC]
    • H04W52/18—TPC being performed according to specific parameters
    • H04W52/24—TPC being performed according to specific parameters using SIR [Signal to Interference Ratio] or other wireless path parameters
    • H04W52/243—TPC being performed according to specific parameters using SIR [Signal to Interference Ratio] or other wireless path parameters taking into account interferences
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04W—WIRELESS COMMUNICATION NETWORKS
    • H04W52/00—Power management, e.g. Transmission Power Control [TPC] or power classes
    • H04W52/04—Transmission power control [TPC]
    • H04W52/30—Transmission power control [TPC] using constraints in the total amount of available transmission power
    • H04W52/36—Transmission power control [TPC] using constraints in the total amount of available transmission power with a discrete range or set of values, e.g. step size, ramping or offsets
    • H04W52/367—Power values between minimum and maximum limits, e.g. dynamic range
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04B—TRANSMISSION
    • H04B17/00—Monitoring; Testing
    • H04B17/30—Monitoring; Testing of propagation channels
    • H04B17/309—Measuring or estimating channel quality parameters
    • H04B17/318—Received signal strength
    • H04B17/328—Reference signal received power [RSRP]; Reference signal received quality [RSRQ]
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04B—TRANSMISSION
    • H04B17/00—Monitoring; Testing
    • H04B17/30—Monitoring; Testing of propagation channels
    • H04B17/309—Measuring or estimating channel quality parameters
    • H04B17/345—Interference values
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04W—WIRELESS COMMUNICATION NETWORKS
    • H04W52/00—Power management, e.g. Transmission Power Control [TPC] or power classes
    • H04W52/04—Transmission power control [TPC]
    • H04W52/18—TPC being performed according to specific parameters
    • H04W52/22—TPC being performed according to specific parameters taking into account previous information or commands
    • H04W52/223—TPC being performed according to specific parameters taking into account previous information or commands predicting future states of the transmission
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04W—WIRELESS COMMUNICATION NETWORKS
    • H04W52/00—Power management, e.g. Transmission Power Control [TPC] or power classes
    • H04W52/04—Transmission power control [TPC]
    • H04W52/18—TPC being performed according to specific parameters
    • H04W52/22—TPC being performed according to specific parameters taking into account previous information or commands
    • H04W52/225—Calculation of statistics, e.g. average or variance
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04W—WIRELESS COMMUNICATION NETWORKS
    • H04W52/00—Power management, e.g. Transmission Power Control [TPC] or power classes
    • H04W52/04—Transmission power control [TPC]
    • H04W52/18—TPC being performed according to specific parameters
    • H04W52/22—TPC being performed according to specific parameters taking into account previous information or commands
    • H04W52/226—TPC being performed according to specific parameters taking into account previous information or commands using past references to control power, e.g. look-up-table
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04W—WIRELESS COMMUNICATION NETWORKS
    • H04W52/00—Power management, e.g. Transmission Power Control [TPC] or power classes
    • H04W52/04—Transmission power control [TPC]
    • H04W52/18—TPC being performed according to specific parameters
    • H04W52/22—TPC being performed according to specific parameters taking into account previous information or commands
    • H04W52/228—TPC being performed according to specific parameters taking into account previous information or commands using past power values or information
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04W—WIRELESS COMMUNICATION NETWORKS
    • H04W52/00—Power management, e.g. Transmission Power Control [TPC] or power classes
    • H04W52/04—Transmission power control [TPC]
    • H04W52/18—TPC being performed according to specific parameters
    • H04W52/24—TPC being performed according to specific parameters using SIR [Signal to Interference Ratio] or other wireless path parameters
    • H04W52/241—TPC being performed according to specific parameters using SIR [Signal to Interference Ratio] or other wireless path parameters taking into account channel quality metrics, e.g. SIR, SNR, CIR or Eb/lo
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04W—WIRELESS COMMUNICATION NETWORKS
    • H04W52/00—Power management, e.g. Transmission Power Control [TPC] or power classes
    • H04W52/04—Transmission power control [TPC]
    • H04W52/18—TPC being performed according to specific parameters
    • H04W52/24—TPC being performed according to specific parameters using SIR [Signal to Interference Ratio] or other wireless path parameters
    • H04W52/242—TPC being performed according to specific parameters using SIR [Signal to Interference Ratio] or other wireless path parameters taking into account path loss
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04W—WIRELESS COMMUNICATION NETWORKS
    • H04W52/00—Power management, e.g. Transmission Power Control [TPC] or power classes
    • H04W52/04—Transmission power control [TPC]
    • H04W52/18—TPC being performed according to specific parameters
    • H04W52/24—TPC being performed according to specific parameters using SIR [Signal to Interference Ratio] or other wireless path parameters
    • H04W52/245—TPC being performed according to specific parameters using SIR [Signal to Interference Ratio] or other wireless path parameters taking into account received signal strength
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04W—WIRELESS COMMUNICATION NETWORKS
    • H04W52/00—Power management, e.g. Transmission Power Control [TPC] or power classes
    • H04W52/04—Transmission power control [TPC]
    • H04W52/18—TPC being performed according to specific parameters
    • H04W52/26—TPC being performed according to specific parameters using transmission rate or quality of service QoS [Quality of Service]
    • H04W52/267—TPC being performed according to specific parameters using transmission rate or quality of service QoS [Quality of Service] taking into account the information rate

Definitions

  • the present disclosure relates to a technique for selecting a downlink (DL) transmit power.
  • the technique relates to a method and a device for selecting a DL transmit power level for transmitting data to at least one radio device in a cell of a radio access network (RAN) based on a state of the RAN.
  • RAN radio access network
  • Radio devices also referred to as user equipments (UEs) are served by a cell, which means that there is a base station, also referred to as network node, that provides radio access to U Es in the cell according to a radio access technology such as New Radio (NR) or Long Term Evolution (LTE) specified by the Third Generation Partnership Project (3GPP).
  • NR New Radio
  • LTE Long Term Evolution
  • a transmit stage of the network node outputs a radio frequency signal to a transmit antenna at an output power that is linearly related to an input power (e.g., of a baseband signal) if the input power is in a linear range of the transmit stage. Beyond that linear range, a non-linearity (which may be introduced by peak clipping of the baseband signal or by a non-linear amplification of the transmit stage) causes distortions of the downlink (DL) transmission.
  • the transmitted baseband signal has a peak-to-average-power-ratio (PAPR). Keeping the peaks within the linear range limits the average power and therefore the energy efficiency of the transmit stage.
  • PAPR peak-to-average-power-ratio
  • the existing technique only optimizes the performance of individual UEs, which comes at the expense of overall system performance in certain situations of the RAN.
  • a non-linearity e.g., in the time domain
  • a leakage of power in the frequency domain can interfere with other radio devices in the same cell or in neighboring cells.
  • the DL transmit power level e.g. not only based on the radio link quality or channel state of the individual radio device
  • the load and/or interference situation of the RAN e.g., the cell and/or its one or more neighboring cells
  • embodiments can avoid an optimization of individual radio device at the expense of the overall system performance.
  • embodiments of the technique can reduce interference caused by the cell, or can avoid that the cell causes an interference, to one or all neighboring cells in the RAN. For example, by reducing the plurality of DL transmit power levels (e.g., by excluding the highest transmit power level from the plurality of DL transmit power levels) responsive to an increase of the load (e.g., an increase from a first load to a second load) and/or an increase in the interference (e.g., an increase from a first interference level to a second interference level), the interference may be reduced or avoided.
  • an increase of the load e.g., an increase from a first load to a second load
  • an increase in the interference e.g., an increase from a first interference level to a second interference level
  • the "DL transmit power level" and the “plurality of DL transmit power levels” may refer to any one of the DL baseband signal, the input of the power amplifier, the output of the power amplifier, or the DL radio frequency signal.
  • the RAN may comprise at least one network node (e.g., a base station) serving the cell.
  • the network node may also serve one or more neighboring cells of the cell.
  • the RAN may comprise at least one neighboring network node (i.e., neighboring the network node serving the cell), which serves at least one neighboring cell of the cell.
  • the network node may comprise the transmit stage, e.g. the power amplifier, having the linear and non-linear ranges.
  • the DL transmit power level may refer to a power level (also denoted as transmit power or output power) used by a power amplifier (PA), e.g. at the network node serving the cell.
  • PA power amplifier
  • each of the DL transmit power levels may be specified relative to a maximum DL transmit power level, e.g., of a PA, or relative to a previous DL transmit power level of a (e.g., control or data) transmission prior to the transmitting of the data.
  • the relative specifying may comprise determining a backoff, e.g., in decibel (dB), compared to the maximum DL transmit power level or the previous DL transmit power level.
  • the backoff may also be denoted as (in particular negative) transmit power offset (briefly: power offset) or backoff level.
  • the plurality of DL transmit power levels may be associated with a network node (also: radio network node), a distributed unit (DU), and/or a remote radio head (briefly: RRH; alternatively denoted as remote radio unit, briefly: RRU) serving the cell of the RAN.
  • a network node also: radio network node
  • DU distributed unit
  • RRH remote radio head
  • the network node, DU, and/or RRH may comprise, and/or may be connected to, at least one PA.
  • a number of (e.g., different) hypotheses, and/or a number of DL transmit power levels within the plurality of DL transmit power levels, and/or a power level for each of the DL transmit power levels within the plurality of DL transmit power levels, may be determined (e.g., quasi-) statically, semi-statically, and/or dynamically.
  • TTIs transmission time intervals
  • the TTI may comprise a (e.g., DL) slot (e.g., of a slot duration of 500 micro-seconds, 250 micro-seconds, or 125 micro-seconds according to LTE and/or NR standards).
  • DL transmission time intervals
  • Dynamically may refer to changes, e.g., on a per-need-basis and/or event triggered, and/or for a predetermined number of partitions of a TTI, e.g., between one-half TTI and two TTIs, in particular one TTI.
  • the event trigger and/or need may comprise, e.g., full DL buffer status with a large amount of data for transmission to a (in particular large) number of radio devices.
  • the channel quality may depend on a location of the at least one radio device.
  • the channel quality may depend on a distortion power level.
  • a radio device located at a cell center may experience a high signal-to- noise ratio (SNR), and/or a high signal-to-interference-and-noise ratio (SINR), whereby a distortion power level may be the main source of a degradation of the channel quality.
  • SNR signal-to- noise ratio
  • SINR signal-to-interference-and-noise ratio
  • a distortion power level may be the main source of a degradation of the channel quality.
  • a low DL transmit power level may be suitable for data transmissions to the radio device located at the cell center.
  • a radio device located at a cell edge may experience a low SNR, and/or a low SINR, whereby the distortion power level does not constitute the main source of the degradation of the channel quality.
  • a high DL transmit power level may be suitable for data transmissions to the radio device located at the cell edge.
  • the plurality of DL transmit power levels may be reduced responsive to an increase in the load or interference.
  • the plurality of DL transmit power levels may be expanded responsive to a decrease in the load or interference.
  • a first range of the plurality of DL transmit power levels may be greater at a first load or first interference level of the RAN than a second range of the plurality of DL transmit power levels at a second load or second interference level that is greater than the first load or first interference level.
  • the cell and the one or more neighboring cells may reuse frequencies depending on the load.
  • the available frequency spectrum may be divided into multiple cells, and each cell may be allocated a specific set of frequencies (e.g., frequency bands) at a first load.
  • the first load may be less than a second load.
  • the cells may allow for frequency reuse, wherein the same frequencies can be reused in non-adjacent cells to increase the overall capacity of the RAN.
  • accommodating the second load may require additional frequency resources or (e.g., if additional frequencies are not available) the cell has to reuse the same frequencies as one or more neighboring cells of the RAN, which can lead to interference that is reduced or avoided by reducing the plurality of DL transmit power levels responsive to the increase of the load.
  • the plurality of DL transmit power levels may be reduced responsive to the increase of the load when the load approaches or reaches a channel capacity.
  • Each cell may have a limited channel capacity, which determines the maximum amount of data that can be transmitted over the radio interface (e.g., the maximum traffic volume).
  • the available channel capacity may become insufficient to handle the increased traffic. This can result in congestion, packet loss, and retransmissions. When retransmissions occur, they occupy additional radio resources and can cause interference within the cell and/or with one or more neighboring cells.
  • the plurality of DL transmit power levels may be reduced responsive to the increase of the load to reduce or avoid propagation of interference from the first cell to one or more neighboring cells.
  • interference caused by one cell can propagate to neighboring cells and affect their performance.
  • the transmission power may be initially boosted to maintain a desired signal quality and coverage range.
  • the increased power can also lead to an increase in interference to neighboring cells, especially if a non-linearity in the power amplifier causes frequency spreading (i.e., spectral leakage or out-of-band noise).
  • frequency spreading i.e., spectral leakage or out-of-band noise
  • neighboring cells may have overlapping coverage areas.
  • the serving network nodes e.g., base stations
  • the serving network nodes may coordinate their scheduling and transmission to minimize interference at the first load.
  • the scheduling may become more challenging due to the increased demand for radio resources.
  • inefficient scheduling can lead to interference with one or more neighboring cells, reducing their capacity and overall network performance.
  • the plurality of DL transmit power levels may comprise the values ⁇ pi, p 2 ’ ⁇ ’ PN ⁇ at a first load or first interference level, wherein ⁇ p 2 ⁇ ••• ⁇ p N .
  • the plurality of DL transmit power levels may further comprise the values ⁇ p 1 , p 2 , ... , PM ⁇ at a second load or second interference level that is greater than the first load or first interference level, wherein M ⁇ N.
  • the plurality of DL transmit power levels may comprise the values ⁇ Pi, p 2 , ... , p K ⁇ at a third load or third interference level that is greater than the second load or second interference level, wherein K ⁇ M.
  • Different intervals of the load or interference of the RAN may be mapped to different sets for the plurality of DL transmit power levels (e.g., to a different number of DL transit power levels and/or to different maximum power levels).
  • the network node performing the method may maintain a storage encoded with a table comprising entries for mapping different intervals of the load or interference to the plurality of DL transmit power levels.
  • the transmitting of the data and/or the transmitting of the at least one RS may use a transmit stage, optionally a power amplifier, having a linear range and a non-linear range.
  • the plurality of DL transmit power levels may be in the linear range depending on the load or interference of the RAN and/or.
  • the plurality of DL transmit power levels may overlap with the non-linear range depending on the load or interference of the RAN.
  • a second load or second interference may be greater than a first load or first interference, respectively.
  • First load and second load may refer to values of the load of the RAN.
  • the plurality of DL transmit power levels may be in the linear range.
  • the plurality of DL transmit power levels may overlap with the non-linear range at the first load or first interference level.
  • the maximum of the plurality of DL transmit power levels may be in the non-linear range at the first load or first interference level, and/or the maximum of the plurality of DL transmit power levels may be in the linear range at the second load or second interference level.
  • the load or interference of the RAN may relate to or may be based on a throughput in the cell of the RAN, optionally determined based on scheduling of radio resources in the cell.
  • the load or interference of the RAN may relate to or may be based on a throughput in one or all neighboring cells of the cell in the RAN, optionally determined based on scheduling of radio resources in the one or all neighboring cells.
  • the load or interference of the RAN may relate to or may be based on a throughput per unit area.
  • the load or interference of the RAN may relate to or may be based on a performance or a required quality of service or a measured or required throughput reported by the at least one radio device.
  • the load or interference of the RAN may relate to or may be based on an interference in the cell of the RAN, optionally an intracell interference.
  • the load or interference of the RAN may relate to or may be based on an interference in one or all neighboring cells of the cell in the RAN, optionally an inter-cell interference.
  • the load or interference of the RAN may relate to or may be based on a channel state information (CSI) report or a channel quality indicators (CQI) or a reference signal received power (RSRP) or a reference signal received quality (RSRQ) from the at least one radio device or from a plurality of radio devices in the cell and/or in one or all neighboring cells.
  • CSI channel state information
  • CQI channel quality indicators
  • RSRP reference signal received power
  • RSRQ reference signal received quality
  • the load or interference of the RAN may relate to or may be based on a resource utilization in the cell of the RAN.
  • the load or interference of the RAN may relate to or may be based on a resource utilization in one or all neighboring cells of the cell of the RAN.
  • the load or interference of the RAN may relate to or is based on a radio device geometry in a downlink for the at least one radio device, or a large scale fading component in a downlink (DL) for the at least one radio device, or an Euclidian distance between a network node serving the cell and the at least one radio device, or an Euclidian distance between a network node serving the one or all neighboring cells and the at least one radio device.
  • the intra-cell interference may be due to frequency spreading caused by the nonlinearity.
  • the load may relate to at least two radio devices (which may be in the cell, or which may be in the one or more neighboring cells of the cell, or one of which may be in the cell and another one of which may be in a neighboring cell of the cell).
  • the load of the RAN may refer to the cell of the RAN and/or one or all neighboring cells of the RAN. Alternatively or in addition, the load may correspond to any resource utilization or a traffic demand or a traffic volume or a data rate of all radio device in the cell and/or one or all neighboring cells of the RAN. Alternatively or in addition, the load of the RAN may be defined (e.g., measured) as the traffic (e.g., throughput) per area unit (e.g., coverage area) in the respective cell of the RAN. Alternatively or in addition, the load of the RAN may be defined (e.g., measured) as the number of radio devices connected to the respective cell per area unit (e.g., coverage area) of the respective cell.
  • the load or interference may be determined based on measurements in the cell or the one or more neighboring cells and/or based on reports from radio device.
  • the load or interference may be time-averaged and/or predicted, optionally using weighted average of past and future values and/or a Kalman filter of results of the measurements or reports.
  • the load or interference may be represented by L>1 discrete states.
  • Each of the L states may correspond to a maximum DL transmit power level for the plurality of DL transmit power levels.
  • the maximum DL transmit power level may be a strictly monotonically decreasing function of the state of the load or interference.
  • the method may further comprise or initiate a step of estimating the interference of the RAN, optionally based on a load in the cell and/or a load in one or all neighboring cells of the cell and/or an estimate of the interference at radio devices served by the cell and/or to be served by the cell.
  • the interference of the RAN may be estimated based on a combination of RSRP and CQI reported from the at least one radio device or from a plurality of radio devices in the cell and/or in one or all neighboring cells.
  • a combination of the RSRP being below an RSRP threshold value and the CQI being below a CQI threshold value may trigger a (e.g., temporary) expansion of the plurality of DL transmit power levels, which expansion may be reversed if the CQI further decreases.
  • the expansion may comprise an increase of the maximum DL transmit power level of the plurality of DL transmit power levels. Reversing the expansion may comprise undoing the expansion or reducing the maximum DL transmit power level of the plurality of DL transmit power levels (e.g., to less than the maximum DL transmit power level before the expansion).
  • the estimate of the interference at the at least one radio device may be received in a CSI measurement report.
  • the plurality of DL transmit power levels is dependent on the load or interference only in the cell of the RAN. For example, no communication between cells or network nodes is necessary for determining the plurality of DL transmit power levels.
  • the one or all neighboring cells of the cell may be served by the same network node serving the cell.
  • the one or more neighboring cells may be served by one or more neighboring network nodes.
  • the load in one or all neighboring cells may be received (e.g., in a backhaul communication) from the one or more neighboring network nodes.
  • the interference of the RAN may be estimated based on an average resource utilization received from each neighboring cell of the cell, optionally through an inter-cell interface and/or periodically or triggered by a change of the load in the respective cell.
  • the plurality of DL transmit power levels p 2 , ... , p n may be a subset from a set of power levels ⁇ p lr p 2 , ... , PN ⁇ , wherein p N may be the maximum DL power level that the cell is allowed to use under any load or interference of the RAN, and/or wherein p n may be equal to or less than p N and may be dependent on the load or interference of the RAN.
  • the load-dependent (e.g., interferencedependent) power restriction may be applied before (e.g. before initiating and/or before receiving) at least one CSI measurement at the at least one radio device.
  • the method may further comprise or initiate a step of transmitting a configuration message to the at least one radio device, the configuration message may be indicative of at least one channel state information (CSI) measurement associated with at least one hypothesis.
  • the at least one hypothesis may comprise a DL transmit power level.
  • the DL may transmit power level may be comprised in the plurality of DL transmit power levels that is dependent on the load or interference of the RAN.
  • the method may further comprise or initiate a step of transmitting at least one reference signal (RS) associated with the at least one hypothesis, on which the at least one radio device is configured to perform the CSI measurement according to the transmitted configuration message.
  • RS reference signal
  • the method may further comprise or initiate receiving, from the at least one radio device, at least one CSI report associated with at least one CSI measurement indicated in the configuration message.
  • the transmitting of the data to the at least one radio device may use a modulation configuration and a DL transmit power level, which are selected for the transmitting of the data based on the received at least one CSI report.
  • power resources, radio resources, and time required for CSI measurements (at the cell and/or at the radio device) can be reduced by restricting the at least one CSI measurement to hypothesis out of the plurality of DL power levels restricted dependent on the load or interference.
  • the configuration message may comprise at least one of the parameters CSI-MeasConfig, CSI-ReportConfig, CSI-RS-ResourceMapping, and NZP- CSI-RS-Resource information elements, e.g., according to the 3GPP document TS 38.331, version 17.0.0.
  • the parameter NZP-CSI-RS-Resource may comprise a field powerControlOffset, e.g., for specifying a power offset of transmitting the at least one RS relative to transmitting data.
  • each of the at least one hypothesis may comprise a combination of the modulation configuration and the DL transmit power level.
  • the load-dependent (e.g., interferencedependent) power restriction may be applied after (e.g. after initiating and/or after receiving) at least one CSI measurement at the at least one radio device.
  • the method may further comprise or initiate a step of transmitting a configuration message to the at least one radio device.
  • the configuration message may be indicative of at least one channel state information (CSI) measurement associated with at least one hypothesis.
  • the at least one hypothesis may comprise a DL transmit power level comprised in set of powers levels p 2 , ⁇ , PN ⁇ , wherein p N may be the maximum DL power level that the cell is allowed to use under any load or interference of the RAN.
  • the method may further comprise or initiate a step of transmitting at least one reference signal (RS) associated with the at least one hypothesis, on which the at least one radio device is configured to perform the CSI measurement according to the transmitted configuration message.
  • RS reference signal
  • the method may further comprise or initiate a step of receiving, from the at least one radio device, at least one CSI report associated with at least one CSI measurement indicated in the configuration message.
  • the transmitting of the data to the at least one radio device may use a modulation configuration and a DL transmit power level, which are selected for the transmitting of the data based on the received at least one CSI report.
  • the selected DL power level may be restricted to the plurality of DL transmit power levels that is dependent on the load or interference of the RAN.
  • the DL power level may be restricted taking the at least one CSI measurement report (e.g. as to interference at the at least one radio device) into account.
  • the selected DL power level may be restricted to be equal to or less than , wherein is dependent on the load or interference of the RAN and/or wherein with being the maximum DL power level that the cell is allowed to use under any load or interference of the RAN.
  • the modulation configuration e.g., a modulation and/or coding scheme
  • the DL transmit power level may be jointly selected based on the received at least one CSI report.
  • the modulation configuration may also be denoted as transport format.
  • the modulation configuration may comprise a rank indicator (Rl), a modulation and coding scheme (MCS) and/or a precoding matrix indicator (PMI).
  • Rl rank indicator
  • MCS modulation and coding scheme
  • PMI precoding matrix indicator
  • the MCS may be chosen and signaled by the RAN (e.g., by one or more network nodes, in particular gNBs) to the at least one radio device (e.g., UE).
  • the CQI may be based on, or refer to, the channel quality that the at least one radio device (e.g., UE) reports.
  • the at least one RS may be transmitted using a beam direction, e.g., according to the modulation configuration of the at least one hypothesis.
  • the at least one RS may comprise a CSI-RS.
  • the at least one RS may comprise a non-zero power (NZP) RS, e.g., a NZP-CSI-RS.
  • the at least one RS may comprise a zero power (ZP) RS, e.g., a ZP-CSI-RS.
  • the NZP-RS may be used to measure a channel from the network node transmitting the NZP-RS to the at least one radio device.
  • the configuration message may indicate to the at least one radio device to assume different DL transmit power levels for the (in particular NZP) RSs and the DL transmit power levels for the data transmitting according to the corresponding hypotheses, e.g., in the range of [-8, 15] dB, and/or with different DL transmit power levels separated by steps of at least one 1 dB.
  • the DL transmit power level of a (in particular NZP) RS may comprise a (e.g., negative and/or positive) power offset relative to the DL transmit power level of the data transmitting within the same hypothesis.
  • the ZP-RS may correspond to, or may comprise, reserving at least one resource element (RE) for no transmissions.
  • the ZP-RS may correspond to, or may comprise, muting the network node, e.g., in at least one RE.
  • the ZP-RS e.g., the ZP-CSI-RS, may be used for a CSI interference measurement (CSI-IM).
  • CSI-IM CSI interference measurement
  • the ZP-RS may also be denoted as CSI-IM resource.
  • the at least one CSI report may comprise a channel quality indicator (CQ.I), Rl, and/or PMI associated at least one CSI measurement.
  • CQ.I channel quality indicator
  • Rl channel quality indicator
  • PMI PMI associated at least one CSI measurement
  • the at least one CSI report may comprise a RS received power (RSRP) and/or a RS received quality (RSRQ).
  • RSRP RS received power
  • RSRQ RS received quality
  • the data transmitting may comprise transmitting data on a physical downlink shared channel (PDSCH).
  • the data transmitting may further comprise transmitting demodulation reference signals (DMRSs) for demodulating, at the at least one radio device, the data transmitted on the PDSCH.
  • DMRS demodulation reference signals
  • the DMRS may differ from the at least one RS transmitted for the at least one CSI measurement.
  • At least the steps of transmitting the at least one RS and transmitting data to the at least one radio device may comprise radio transmitting (also denoted as wirelessly transmitting, and/or transmitting over the air) the at least one RS and/or the data.
  • the method steps may be performed by a network node serving the cell.
  • the method steps may be partly performed by a first network node and one or more second network nodes.
  • the first network node may be an always-on network node.
  • the first network node may also be denoted as coverage network node.
  • the first network node may, e.g., serve a macro cell (e.g., permanently).
  • the at least one second network node may operate in an energy saving mode in case of low load of the cell and/or in case of a small number of radio devices served by the cell.
  • the at least one second network node may not, or need not, operate in the energy saving mode in case of high load of the cell and/or in case of a large number of radio devices served by the cell.
  • the at least one second network node may also be denoted as capacity network node.
  • the at least one second network node may, e.g., serve a micro cell and/or a pico cell (e.g., on a per- need-basis).
  • The, e.g., micro, nano and/or pico, cell served by the at least one second network node may be comprised in the, e.g., macro, cell served by the first network node.
  • a combination of the modulation configuration and the DL transmit power level may be optimized.
  • energy also denoted as power consumption or energy consumption
  • a PA may be most power efficient when operating close to its saturation (in particular in or at a non-linear) region, e.g., at the maximum DL transmit power level, at the cost of large distortion.
  • the PA may be power inefficient, which may imply that a large part of the supplied energy is consumed on the PA as heat and not as transmit power for a signal (e.g., for the data transmitting).
  • a throughput may be increased, e.g., by balancing a DL transmit power level and modulation configuration in dependence of the channel quality, in particular depending on distortions.
  • a tradeoff between power (also: energy) efficiency of one or more PAs and a throughput may be optimized.
  • the overall energy efficiency may be improved, for example by reducing a need for retransmissions.
  • the RAN e.g., a network node
  • the RAN may determine to decrease and/or increase a distortion power level while improving a data rate and/or throughput.
  • a size and/or a weight and/or a power consumption of the one or more network nodes serving the cell may be decreased.
  • the method may further comprise acquiring, e.g., at a network node, CSI for adaptive (e.g., dynamic and/or semi-static) power setting (e.g., selecting a DL transmit power level).
  • the adaptive power setting (and/or selecting of the DL transmit power level) may be applied at a radio frequency power amplifier, based on CSI reports from radio devices, in order to or take into account distortions.
  • the CSI reports by the radio devices need not, or may not, contain too much distortions, as the CSI is used to determine the DL transmit power level (and/or backoff) for data transmissions.
  • the distortions in the CSI and/or the DL transmit power level can impact (e.g., indirectly and/or directly) the distortions, e.g., of data transmissions.
  • Controlling the DL transmit power level need not, or may not, need knowledge about the distortion power level (e.g., of a data transmission) as a function of distortions (e.g., in the CSI measurements, in particular the CSI-IMs).
  • the RAN e.g., embodied by one or more network nodes
  • the at least one radio device e.g., UE
  • the modulation configuration may comprise a rank indicator (Rl), a modulation and coding scheme (MCS), and/or a precoding matrix indicator (PMI).
  • Rl rank indicator
  • MCS modulation and coding scheme
  • PMI precoding matrix indicator
  • the modulation configuration may in particular comprise any combination of the Rl, the MCS and the PMI.
  • the method may further comprise or initiate a step of selecting the at least one hypothesis from a set of hypotheses.
  • the set of hypotheses may comprise at least two different hypotheses.
  • the set of hypotheses may comprise all possible combinations of modulation configurations and DL transmit power levels.
  • the selection of the at least one hypothesis may comprise a (e.g., proper) subset of the set of hypotheses.
  • a low DL transmit power level and a high (and/or complicated) modulation configuration e.g., in terms of a high MCS, may be suitable.
  • a high DL transmit power level and a low (and/or simple) modulation configuration e.g., in terms of a low MCS, may be suitable.
  • the method may further comprise or initiate a step of generating the set of hypotheses.
  • the set of hypotheses may be generated at deployment of the RAN, and/or at deployment or modification of any network node serving the cell.
  • Each of the DL transmit power level in the plurality of DL transmit power levels and/or each hypothesis in the at least one hypothesis may be associated with a distortion power level.
  • the distortion power level may be determined in dependence of the DL transmit power level, e.g., as an initial estimate and/or based on historical data and/or based on a non-linear response function of the PA.
  • the historical data may be related to previous CSI measurements.
  • the distortion power level may be determined in dependence of a number of multiple-input- multiple-output (MIMO) layers, and/or in dependence of a waveform (e.g., comprising discrete Fourier transform spread orthogonal frequency division multiplexing, DFTS-OFDM).
  • MIMO multiple-input- multiple-output
  • a waveform e.g., comprising discrete Fourier transform spread orthogonal frequency division multiplexing, DFTS-OFDM
  • the set of hypotheses may be provided in a table.
  • the table may comprise the distortion power level.
  • the table may comprise a (e.g., first) set of columns indicative of power levels, e.g., a first column indicative of the DL transmit power level, and optionally a second column indicative of the distortion power level.
  • the table may comprise a second set of columns indicative of the modulation configuration, e.g., a third column indicative of the Rl, a fourth column indicative of the MCS and a fifth column indicative of the PMI.
  • the at least one RS may comprises a non-zero-power (NZP) RS (briefly: NZP-RS, and/or optionally a CSI-RS), and/or a zero-power (ZP) RS (briefly: ZP-RS).
  • NZP non-zero-power
  • ZP zero-power
  • the NZP-RS may be transmitted with the DL transmit power level according to the at least one hypothesis, or with a DL transmit power level depending on the DL transmit power (e.g., designated for a data transmission) comprised in the at least one hypothesis.
  • a transmit power (and/or a transmit power level) may be described as energy per resource element (EPRE).
  • a resource element (RE) may be, or may correspond to, a subcarrier in an orthogonal frequency division multiplexing (OFDM) symbol.
  • the EPRE may refer to power (e.g., on all antennas and/or ports) on the RE.
  • power e.g., on all antennas and/or ports
  • transmitting may be performed with some nominal power of the radio and/or the power amplifier. In general for downlink, EPRE is not allowed to vary too much.
  • the power on a given RE might vary simply because different modulation symbols have different power.
  • the EPRE may refer to an average power.
  • RSs e.g., NZP- RSs, in particular NZP-CSI-RSs
  • NZP-RSs may be transmitted with the same EPRE, or close to the same EPRE, as data. Since RSs conventionally only occupy a fraction of the REs, having the same (or close to the same) EPRE as data may mean that more energy is spent on the data.
  • the difference and/or deviation conventionally needs to be configured and/or signaled, e.g., within a configuration message, in particular the configuration message indicative of at least one CSI measurement associated with at least one hypothesis..
  • Transmissions, e.g., of RSs and/or of data, to different radio devices may be performed with different transmit power levels.
  • different transmit power levels arise by, or are related to, assigning different amounts of REs to different radio devices.
  • different transmit power levels may arise, or may be due to, varying the EPRE.
  • the ZP-RS may correspond to an empty RE and/or a RE kept free from any transmission, e.g., any RS transmission and/or any data transmission and/or any control transmission, in the cell.
  • the ZP-RS may be reserved for the at least one radio device to perform CSI-IM.
  • the CSI-IM the interference from neighboring cells and/or neighboring network nodes (which may also be denoted as inter-cell interference) may be measured.
  • a noise and/or a distortion power level may be determined.
  • the transmissions of REs neighboring (e.g., in time and/or frequency) to the ZP-RS may be assumed, e.g., by the at least one radio device, to be transmitted with the DL transmit power level according to the at least one hypothesis (or at least with a DL transmit power level that depends on the DL transmit power level according to the at least one hypothesis).
  • energy measured in the RE of the ZP-RS may be indicative of an inter-cell interference, noise, and/or a distortion power level (e.g., caused by the non-linear response function of the PA) depending on the DL transmit power level.
  • the ZP RS may be a resource for interference measurement (CSI- IM).
  • CSI-IM and ZP CSI-RS may have different functions.
  • CSI-IM may define a set of resource elements from which the interference is measured.
  • ZP CSI-RS may define a set of resource elements on which physical downlink shared channel (PDSCH) is not mapped the radio device (e.g., UE).
  • the network node may use the ZP CSI-RS to mute a second beam while transmitting a non-zero power reference signal (NZP-RS) on a first beam, e.g. for channel estimating.
  • NZP-RS non-zero power reference signal
  • the at least one hypothesis may comprise at least two hypotheses with different DL transmit power levels. Each hypothesis comprising a different DL transmit power level may be associated with a different NZP-RS.
  • the at least one hypothesis may comprise at least two hypotheses with different DL transmit power levels. Any one of the at least two hypotheses, or each hypothesis, may be associated with the same (also denoted as identical) time resources, the same frequency resources, and/or the same beam directions for the corresponding NZP-RSs.
  • the same NZP-RS may refer to the same physical resource, e.g., in terms of a resource element (RE). Alternatively or in addition, the same NZP-RS may refer to the same DL transmit power level used for the transmitting of the RS.
  • RE resource element
  • the ZP-RS may be identical for a subset, or all, of the at least one hypothesis.
  • the CSI-IM may be performed on the same one or more ZP-RSs, and/or the same one or more REs, for a subset or all hypotheses.
  • a number of CSI interference measurements (CSI-IM) comprised in the transmitted configuration messages may equal a number of the at least one hypothesis comprised in the transmitted configuration message.
  • the CSI-IM may be performed on the same, or different REs, for different hypotheses.
  • the step of transmitting the configuration message may, e.g., be performed when the at least one radio device connects to the cell.
  • the step of transmitting the configuration message may, e.g., be performed when a configuration of the cell changes, e.g., upon maintenance or upgrade of a network node serving the cell.
  • the method may be performed by at least one network node serving the cell.
  • the at least one network node may serve the cell of the RAN.
  • the RAN may comprise a first network node and at least one second network node. At least the step of transmitting the configuration message and/or receiving the at least one CSI report may be performed by the first network node. Alternatively or in addition, the steps of transmitting the at least one RS and transmitting data may be performed by the at least one second network node.
  • the first network node may be an always-on network node (also denoted as coverage network node).
  • the at least one second network node (also denoted as capacity network node) may be switched on, e.g., by a control entity of the RAN and/or a control entity at the first network node, on a per need basis, e.g., if a large number or radio devices is connected to the cell.
  • the at least one second network node may be in a power saving mode, e.g., for the transmitting of the at least one RS.
  • the at least one second network node may not, or need not, be in the power saving mode for the data transmitting.
  • the received at least one CSI report may comprise at least one Rl, at least one PMI, and/or at least one channel quality indicator (CQI).
  • CQI channel quality indicator
  • the transmitted configuration message may be indicative of the at least one radio device being configured for periodic CSI reporting and/or for aperiodic CSI reporting.
  • the aperiodic CSI reporting may be triggered by data in a DL transmit buffer.
  • the aperiodic CSI reporting may be triggered by a CQI being equal to, or exceeding, a predetermined threshold.
  • the predetermined threshold may be referred to as a CQI cap, and any CQI exceeding the CQI cap may be considered as corresponding to the CQI cap, e.g., at least for selecting the modulation configuration.
  • the transmitted configuration message may be indicative of reporting only on a subset of the at least one CSI measurement.
  • the CSI report may be indicative of one or more hypotheses with the highest potential data rates. Alternatively or in addition, the CSI report may be indicative of potential data rates exceeding a predetermined threshold.
  • the at least one radio device may be configured to report only on the CSI measurement associated with the hypothesis with the highest potential data rate. Alternatively or in addition, the at least one radio device may be configured to report on a subset of CSI measurements associated with the hypotheses with the highest potential data rates, e.g., in terms of a predetermined number of hypotheses and/or in terms of the predetermined threshold on the potential data rate.
  • the CSI report may only take into account the at least one hypothesis for a CQI below a predetermined threshold.
  • the CQI below the predetermined threshold may enable to use a lower DL transmit power level.
  • a (e.g., value of the) CQI below the predetermined threshold may refer to a value of the Cl index, e.g., as listed in Tables 5.2.2.1-2 to 5.2.2.1-5 of the 3GPP document TS 38.214, version 17.1.0.
  • the CQI may be associated to a modulation order (and/or a modulation scheme) according to the CQI index in Tables 5.2.2.1-2 to 5.2.2.1-5 of the 3GPP document TS 38.214, version 17.1.0.
  • a CQI index between 1 and 6 may correspond to quadrature phase shift keying (QPSK, alternatively also denoted as 4-QAM with QAM short for quadrature amplitude modulation), a CQI index between 7 and 9 may correspond to 16-QAM, and/or a CQI index of at least 10 may correspond to 64-QAM, or an even higher modulation order.
  • QPSK quadrature phase shift keying
  • 4-QAM with QAM short for quadrature amplitude modulation 4-QAM with QAM short for quadrature amplitude modulation
  • a CQI index between 7 and 9 may correspond to 16-QAM
  • a CQI index of at least 10 may correspond to 64-QAM, or an even higher modulation order.
  • a low QCI may conventionally mean that a high transmit power, and/or a DL high transmit power level, may be used, e.g., as the at least one radio device (e.g., UE) experiences a low SNR and/or SINR (and/or a low signal-to-distortion-and-noise ratio, SDNR, and/or a low signal-to-distortion-interference-and-noise ratio, SDINR).
  • a low CQI may be associated with a robust modulation order (and/or modulation scheme).
  • the hypothesis with the highest expected throughput may be applied.
  • the highest expected throughput may be determined based on a CQI and/or a Rl comprised in the received at least one CSI report.
  • the step of data transmitting to the at least one radio device may comprise transmitting data (e.g., simultaneously) to at least two radio devices using the same DL transmit power level.
  • the step of data transmitting may further comprise data to the at least two radio devices using the same modulation configuration.
  • the transmitted configuration message may be indicative of a scheduling of the at least one RS.
  • the transmitted configuration message may be indicative of, or may comprise, a periodicity of transmitting the at least one RS, an offset of transmitting the at least one RS within a period, a frequency of the transmitted at least one RS, and/or an exact RS configuration.
  • the exact RS configuration may comprise a RE used for the transmitting of the at least one RS.
  • the exact RS configuration may comprise an indication of the DL transmit power level of at least one NZP-RS and/or an indication of at least one ZP-RS.
  • the steps of transmitting the configuration message, transmitting the at least one RS, and/or receiving the at least one CSI report may be repeatedly performed before the step of transmitting data.
  • a first received CSI report may be indicative of a CQI exceeding a predetermined threshold (also denoted as the CQI being above the QCI cap).
  • the CQI exceeding the predetermined threshold may correspond to the at least one radio device having assumed a wrong (e.g., a too low) distortion power level, e.g., when performing the CSI-IM.
  • the RAN may determine (also: decide) which CSI measurement (e.g., which CSI-IM, and/or which ZP-RSs and/or NZP-RSs) belongs to which output power hypothesis and act accordingly.
  • the RAN e.g., a network node, in particular a gNB
  • receives a CSI report it may know which CSI measurement (e.g., CSI-IM, and/or which ZP-RSs and/or NZP-RSs) was used to derive the CSI report and, e.g., implicitly, derive the transmit power level assumptions.
  • the technique may be implemented in accordance with a 3GPP specification, e.g., for 3GPP release 17.
  • the technique may be implemented for 3GPP LTE or 3GPP NR according to a modification of the 3GPP document TS 38.214, version 17.1.0, a modification of the 3GPP document TS 38.211, version 17.2.0 (e.g., in view of CSI- RS on the physical level), and/or a modification of the 3GPP document TS 38.331, version 17.0.0.
  • Any radio device (which may also be denoted as terminal) may be a user equipment (UE), e.g., according to a 3GPP specification.
  • UE user equipment
  • the at least one radio device (shortly hereinafter also: the radio device) and the RAN may be wirelessly connected in a downlink (DL) and/or an uplink (UL) through a Uu interface.
  • DL downlink
  • UL uplink
  • the at least one radio device and/or the RAN may form, or may be part of, a radio network, e.g., according to the Third Generation Partnership Project (3GPP) or according to the standard family IEEE 802.11 (Wi-Fi).
  • the method aspect may be performed by one or more embodiments of the RAN (e.g., a base station, also denoted as network node).
  • the RAN may comprise one or more base stations, e.g., performing the method aspect.
  • the radio devices may be a 3GPP user equipment (UE) or a Wi-Fi station (STA).
  • the radio device may be a mobile or portable station, a device for machinetype communication (MTC), a device for narrowband Internet of Things (NB-loT) or a combination thereof.
  • MTC machinetype communication
  • NB-loT narrowband Internet of Things
  • Examples for the UE and the mobile station include a mobile phone, a tablet computer and a self-driving vehicle.
  • Examples for the portable station include a laptop computer and a television set.
  • Examples for the MTC device or the NB-loT device include robots, sensors and/or actuators, e.g., in manufacturing, automotive communication and home automation.
  • the MTC device or the NB-loT device may be implemented in a manufacturing plant, household appliances and consumer electronics.
  • the RAN may be implemented by one or more base stations.
  • the base station may encompass any station that is configured to provide radio access to any of the radio devices.
  • the base stations may also be referred to as network node, cell, transmission and reception point (TRP), radio access node or access point (AP).
  • the base station may provide a data link to a host computer providing the user data to the at least one radio device or gathering user data from the at least one radio device.
  • Examples for the base stations may include a 3G base station or Node B, 4G base station or eNodeB, a 5G base station or gNodeB, a Wi-Fi AP and a network controller (e.g., according to Bluetooth, ZigBee or Z-Wave).
  • the RAN may be implemented according to the Global System for Mobile Communications (GSM), the Universal Mobile Telecommunications System (UMTS), 3GPP Long Term Evolution (LTE) and/or 3GPP New Radio (NR).
  • GSM Global System for Mobile Communications
  • UMTS Universal Mobile Telecommunications System
  • LTE 3GPP Long Term Evolution
  • NR 3GPP New Radio
  • Any aspect of the technique may be implemented on a Physical Layer (PHY), a Medium Access Control (MAC) layer, a Radio Link Control (RLC) layer, a packet data convergence protocol (PDCP) layer, and/or a Radio Resource Control (RRC) layer of a protocol stack for the radio communication.
  • PHY Physical Layer
  • MAC Medium Access Control
  • RLC Radio Link Control
  • PDCP packet data convergence protocol
  • RRC Radio Resource Control
  • referring to a protocol of a layer may also refer to the corresponding layer in the protocol stack.
  • referring to a layer of the protocol stack may also refer to the corresponding protocol of the layer. Any protocol may be implemented by a corresponding method.
  • a computer program product comprises program code portions for performing any one of the steps of the method aspect disclosed herein when the computer program product is executed by one or more computing devices.
  • the computer program product may be stored on a computer-readable recording medium.
  • the computer program product may also be provided for download, e.g., via the radio network, the RAN, the Internet and/or the host computer.
  • the method may be encoded in a Field-Programmable Gate Array (FPGA) and/or an Application-Specific Integrated Circuit (ASIC), or the functionality may be provided for download by means of a hardware description language.
  • FPGA Field-Programmable Gate Array
  • ASIC Application-Specific Integrated Circuit
  • a device for selecting a DL transmit power level.
  • the device e.g., the network node
  • the device may be configured to perform any one of the steps, or comprise any one of the features, of the method aspect.
  • a device for selecting a DL transmit power level.
  • the device e.g., the network node
  • the device comprises processing circuitry (e.g., at least one processor and a memory).
  • Said memory comprises instructions executable by said at least one processor whereby the device (e.g., the network node) is operative to perform any one of the steps, or comprise any one of the features, of the method aspect.
  • a communication system including a host computer.
  • the host computer comprises a processing circuitry configured to provide user data, e.g., included in the data of the data transmission.
  • the host computer further comprises a communication interface configured to forward the (e.g., user) data to a cellular network (e.g., the RAN and/or the base station) for transmission to a user equipment (UE).
  • the cellular network comprises at least one base station (e.g., the network node) configured to communicate with the UE (e.g., as the at least one radio device).
  • a processing circuitry of the cellular network (e.g., of the at least one base station) is configured to execute any one of the steps of the method aspect.
  • the processing circuitry of the host computer may be configured to execute a host application, thereby providing the (e.g., user) data and/or any host computer functionality described herein.
  • the processing circuitry of the UE may be configured to execute a client application associated with the host application.
  • Any one of the devices, the network node, the base station, the communication system or any node or station for embodying the technique may further include any feature disclosed in the context of the method aspect, and vice versa.
  • any one of the units and modules disclosed herein may be configured to perform or initiate one or more of the steps of the method aspect.
  • Fig. 4 shows a schematic dependence of an instantaneous output power distribution of a PA on the input power of the PA for different values of peak-to-average-power-ratios (PAPRs) of the input signal;
  • PAPRs peak-to-average-power-ratios
  • Fig. 5 schematically illustrates a dependency of distortions, represented by an error vector magnitude (EVM), on a DL transmit power level, represented as a power backoff relative to a reference DL transmit power level;
  • EVM error vector magnitude
  • Fig. 6A schematically illustrates a first example of a throughput in dependence of the signal-to-noise-ratio (SNR) experienced by a radio device for different DL transmit power levels as well as combined optimal throughput when dynamically selecting the DL transmit power level in dependence of the SNR;
  • SNR signal-to-noise-ratio
  • Fig. 6B schematically illustrates a second example of a throughput in dependence of the signal-to-noise-ratio (SNR) experienced by a radio device when dynamically selecting the DL transmit power level in dependence of the SNR;
  • SNR signal-to-noise-ratio
  • Fig. 7 schematically illustrates a reference example of a UE-individual optimization by selecting the DL transmit power selection solely based of the UE, which is detrimental for at least parts of the RAN;
  • Fig. 8 schematically illustrates an environment of a RAN comprising an embodiment of the device of Fig. 1 performing the method of Fig. 2;
  • Fig. 9 shows a schematic block diagram of a network node embodying the device of Fig. 1;
  • Fig. 10 schematically illustrates an example telecommunication network connected via an intermediate network to a host computer
  • Fig. 11 shows a generalized block diagram of a host computer communicating via a base station with a user equipment over a partially wireless connection
  • Figs. 12 and 13 show flowcharts for methods implemented in a communication system including a host computer, a base station and a user equipment.
  • WLAN Wireless Local Area Network
  • 3GPP LTE e.g., LTE-Advanced or a related radio access technique such as MulteFire
  • Bluetooth according to the Bluetooth Special Interest Group (SIG), particularly Bluetooth Low Energy, Bluetooth Mesh Networking and Bluetooth broadcasting, for Z-Wave according to the Z-Wave Alliance or for ZigBee based on IEEE 802.15.4.
  • SIG Bluetooth Special Interest Group
  • Fig. 1 schematically illustrates a block diagram of an embodiment of a device for selecting a downlink (DL) transmit power level from a plurality of DL transmit power levels for transmitting data to at least one radio device in a cell of a radio access network (RAN).
  • the device is generically referred to by reference sign 100.
  • the device 100 comprises a configuration message transmission module 106 that is configured for transmitting a configuration message to the at least one radio device.
  • the configuration message is indicative of at least one channel state information (CSI) measurement associated with at least one hypothesis.
  • the at least one hypothesis comprises a DL transmit power level.
  • the DL transmit power level may be comprised in a plurality of DL transmit power levels that is dependent on the load or interference of the RAN.
  • the device 100 further comprises a reference signal (RS) transmission module 108 that is configured for transmitting at least one RS, associated with the at least one hypothesis, on which the at least one radio device is configured to perform the CSI measurement according to the transmitted configuration message.
  • the at least one RS may comprise a non-zero-power RS (NZP-RS), in particular a NZP-CSI-RS (briefly also: CSI-RS), that is transmitted with the DL transmit power level comprised in the at least one hypothesis (or a DL transmit power level depending on the DL transmit power level, e.g., designated for a data transmission, comprised in the hypothesis).
  • NZP-RS non-zero-power RS
  • CSI-RS CSI-RS
  • the at least one RS may comprise a zero-power RS (ZP-RS) for CSI interference measurement (CSI-IM), and the at least one hypothesis may comprise its location in a timefrequency grid (and/or a resource element, RE) as well as the DL transmit power level of neighboring locations in the time-frequency grid (e.g., neighboring REs).
  • ZP-RS may also be denoted as CSI-IM resource.
  • the device 100 further comprises a channel state information (CSI) report reception module 110 that is configured for receiving, from the at least one radio device, at least one CSI report associated with at least one CSI measurement indicated in the configuration message.
  • CSI channel state information
  • the device 100 comprises a data transmission module 112 that is configured for transmitting data to the at least one radio device.
  • a modulation configuration and a DL transmit power level are selected for the transmitting of the data based on the received at least one CSI report.
  • the DL transmit power of each of the at least one hypothesis is comprised in the plurality of DL transmit power levels that is dependent on the load or interference of the RAN.
  • the DL transmit power level based on the received at least one CSI report is restricted (e.g., corrected) to fall within the plurality of DL transmit power levels that is dependent on the load or interference of the RAN.
  • the device 100 may comprise a hypothesis selection module that is configured for selecting the at least one hypothesis from a set of hypotheses.
  • the selected set of hypotheses may comprise at least two different hypotheses.
  • the selected set of hypotheses may comprise or correspond to the plurality of DL transmit power levels that is dependent on the load or interference of the RAN.
  • the device 100 may comprise a hypotheses set generation module that is configured for generating the set of hypotheses.
  • the generated set of hypotheses may comprise or correspond to the plurality of DL transmit power levels that is dependent on the load or interference of the RAN.
  • the device 100 may comprise a further configuration message transmission module (not shown) that is configured for transmitting a further configuration message that is indicative of reporting only on a subset of the at least one CSI measurement.
  • a further configuration message transmission module (not shown) is configured for transmitting a still further configuration message that is indicative of a scheduling of the at least one RS.
  • the subset may be restricted to the plurality of DL transmit power levels that is dependent on the load or interference of the RAN.
  • the configuration message transmission module 106 may be further configured for transmitting the further configuration message indicative of reporting only on a subset of the at least one CSI measurement and/or the still further configuration message indicative of a scheduling of the at least one RS.
  • any one of the configuration messages may be combined into one configuration message, e.g., indicative of at least one CSI measurement associated with at least one hypothesis, indicative of reporting only a subset of the at least one CSI measurement and/or indicative of scheduling of the at least one RS.
  • Any of the modules of the device 100 may be implemented by units configured to provide the corresponding functionality.
  • the device 100 may also be referred to as, or may be embodied by, a network node.
  • the network node 100 and the at least one radio device may be in direct radio communication, e.g., at least for the transmitting of the configuration message, the at least one RS and/or the data, and/or the receiving of the at least one CSI report.
  • Fig. 2 shows an example flowchart for a method 200 of selecting a DL transmit power level from a plurality of DL transmit power levels for transmitting data to at least one radio device in a cell of a RAN.
  • a configuration message is transmitted to the at least one radio device.
  • the configuration message is indicative of at least one CSI measurement associated with at least one hypothesis.
  • the at least one hypothesis comprises a DL transmit power level.
  • the DL transmit power level may be comprised in the plurality of DL transmit power levels that is dependent on the load or interference of the RAN.
  • At least one RS associated with the at least one hypothesis, is transmitted, on which the at least one radio device is configured to perform the CSI measurement according to the transmitted 206 configuration message.
  • the at least one RS may comprise a NZP-RS, in particular a CSI-RS, for example transmitted with the DL transmit power level comprised in the hypothesis (or a DL transmit power level depending on the DL transmit power level, e.g., designated for a data transmission, comprised in the hypothesis).
  • the at least one RS may comprise a ZP-RS for CSI-IM, and the hypothesis may comprise a location in the time-frequency grid, e.g., a RE, of the ZP-RS and/or a DL transmit power level of neighboring locations, e.g., REs.
  • the ZP-RS may also be denoted as CSI-IM resource.
  • step 210 from the at least one radio device, at least one CSI report associated with at least one CSI measurement indicated in the configuration message is received.
  • a step 212 of the method 200 data is transmitted to the at least one radio device.
  • a modulation configuration and a DL transmit power level are selected for the transmitting 212 of the data based on the received 210 at least one CSI report.
  • the DL transmit power of each of the at least one hypothesis is comprised in the plurality of DL transmit power levels that is dependent on the load or interference of the RAN.
  • the DL transmit power level based on the received at least one CSI report is restricted (e.g., reduced) to fall within the plurality of DL transmit power levels that is dependent on the load or interference of the RAN.
  • the method 200 may comprise in a first step that a network node (e.g., a base station) of the cell estimates an amount of (e.g., inter-cell) interference that the cell (e.g., the network node) may cause based on information that may include, e.g., its own load (utilization) and/or the load of its one or more neighboring cells and/or an estimate of the interference at the at least one radio device (e.g., all radio devices of the cell and/or that are to be served).
  • a network node e.g., a base station
  • the cell estimates an amount of (e.g., inter-cell) interference that the cell (e.g., the network node) may cause based on information that may include, e.g., its own load (utilization) and/or the load of its one or more neighboring cells and/or an estimate of the interference at the at least one radio device (e.g., all radio devices of the cell and/or that are to be served).
  • the network node may determine a plurality of DL power levels ⁇ pi, P2, p n ⁇ that can potentially be used to serve a radio device (e.g., a user equipment, UE) from a set ⁇ pi, P2, PN ⁇ , wherein p N is the maximum power that the base station is allowed to use under any possible load and p n ⁇ PN-
  • the plurality of DL power levels ⁇ pi, P2 , Pn ⁇ may be determined by determining the maximum p n dependent on the load or estimated interference of the RAN.
  • the network node serving the cell selects a DL power level from the plurality of DL power levels ⁇ pi, P2, Pn ⁇ to use when serving a radio device (e.g., a UE), e.g. in accordance with CSI reports for at least one hypothesis including at least one of the plurality of DL power levels ⁇ pi, P2, Pn ⁇ -
  • the network node serving the cell determines a DL power level from the set of DL power levels ⁇ pi, P2, PN ⁇ to use when serving a radio device (e.g., a UE), e.g. in accordance with CSI reports for at least one hypothesis including at least one of the set of DL power levels ⁇ pi, P2, PN ⁇ - If this determination returns a power level p>p n , the selected power is p n .
  • the at least one hypothesis is selected from a set of hypotheses.
  • the set of hypotheses may comprise at least two different hypotheses.
  • the set of hypotheses is generated.
  • the selected or determined set of hypothesis may be restricted to comprise only (or no other than) the plurality of DL transmit power levels that is dependent on the load or interference of the RAN.
  • a further configuration message that is indicative of reporting only on a subset of the at least one CSI measurement, is transmitted.
  • the further configuration message is indicative of a scheduling of the at least one RS.
  • a further configuration message, that is indicative of reporting only a subset of the at least one CSI measurement is transmitted and/or a still further configuration message, that is indicative of a scheduling of the at least one RS, is transmitted.
  • the configuration message transmitted in the step 206 may be further indicative of a scheduling of the at least one RS and/or of reporting only a subset of the at least one CSI measurement.
  • the method 200 may be performed by the device 100.
  • the modules 106, 108, 110 and 112 may perform the steps 206, 208, 210 and 212, respectively.
  • the technique may be applied to downlink (DL) communications between the RAN (e.g., comprising at least one network node) and one or more radio devices.
  • DL downlink
  • the method may be implemented as an interference-aware selection of the DL transmit power level (e.g., a DL power setting).
  • the device 100 may be a network node (also denoted as base station) in radio connection with the at least one radio device.
  • any radio device may be a mobile or portable station and/or any radio device wirelessly connectable to a base station or RAN, or to another radio device.
  • the radio device may be a user equipment (UE), a device for machine-type communication (MTC) or a device for (e.g., narrowband) Internet of Things (loT).
  • MTC machine-type communication
  • LoT narrowband Internet of Things
  • Two or more radio devices may be configured to wirelessly connect to each other, e.g., in an ad hoc radio network or via a 3GPP SL connection.
  • any base station may be a station providing radio access, may be part of a radio access network (RAN) and/or may be a node connected to the RAN for controlling the radio access.
  • the base station may be an access point, for example a Wi-Fi access point.
  • the radio frequency power amplifier may be a key component in any radio network node (briefly also: network node), and its requirements have a large impact on the power consumption, size, and weight of the entire radio network node (also denoted as base station, BS) in a RAN.
  • BS base station
  • the input power 302 to output power 304 characteristics 310 can be divided into two regions, a linear region 308, where the output power 304 is approximately proportional to the input power 302, and a non-linear region 306, in which the output power 304 is less than a linear relation would require, e.g. saturates the output power 304.
  • the input signal 302 should be scaled to ensure that the power amplifier is operating in its linear region 308 to ensure as little in-and out-of-band distortion of the (e.g., output) signal (e.g., at reference sign 304) as possible.
  • the (e.g., input) signal e.g., at reference sign 302 is scaled such that the peak of the input signal 302 is within the linear region 308 with very high probability, (e.g., a probability of about 99.999%), as, e.g., shown for two exemplary instantaneous power distributions with different peak-to-average- power-ratio (PAPR) in Fig. 4.
  • PAPR peak-to-average- power-ratio
  • the average output power 304 will be significantly lower than for signals with low PAPR (as schematically illustrated at reference sign 402 in Fig. 4).
  • the power amplifier efficiency increases close to the non-linear region 306.
  • the power amplifier will be less efficient as a large portion of the (e.g., input and/or output) signal (e.g., at reference sign 302 and/or 304) will be low in power, as schematically illustrated in Fig. 4.
  • orthogonal frequency division multiplexing For 4G and 5G systems based on LTE and NR, orthogonal frequency division multiplexing (OFDM) is used. Data is transmitted in parallel on many subcarriers of an OFDM symbol. In practice, this is implemented taking OFDM symbols (in the frequency domain) and generating a time domain sequence through an inverse fast Fourier transform (IFFT).
  • IFFT inverse fast Fourier transform
  • a so-called crest factor reduction is used to reduce the peaks of the input (e.g., the input shown at reference sign 302 in Figs. 3 and 4).
  • the average transmitted power of the signal e.g., the output power shown at reference sign 304 in Figs. 3 and 4
  • SNR received signal-to-noise-ratio
  • efficiency e.g., of the PA and/or the network node, and/or in terms of energy consumption, also denoted as power consumption
  • power consumption is improved.
  • a corresponding step, feature or effect is also disclosed for noise and/or interference, or a signal-to-interference-and-noise ratio (SINR).
  • a corresponding step, feature or effect may also disclosed for distortion, a signal-to-distortion-and-noise ratio (SDNR) and/or a signal-to- distortion-interference-and-noise ratio (SDINR).
  • SDNR signal-to-distortion-and-noise ratio
  • SDINR signal-to- distortion-interference-and-noise ratio
  • Any embodiment may perform (e.g. in order to operate in the non-linear range) CFR, e.g. including iterative peak-clipping and filtering (also denoted as clip-and- filter) and/or peak cancellation, with an abundance of other more sophisticated existing methods for CFR.
  • CFR does, however, also cause signal distortions, and there is a trade-off between the distortion created by the CFR and the efficiency of the power amplifier. When a high level of distortion can be tolerated, the signal power distribution can be brought closer to the region where the amplifier is most power efficient (e.g., close to, or at, a transition from the linear region 308 to the non-linear region 310).
  • CFR is used to limit the signal peak power to a certain fixed peak value that the power amplifier can handle and that this value does not depend on the input signal power (e.g., the input power at reference sign 302 in Figs. 3 and 4) to the CFR.
  • the level of distortions can be controlled by controlling the average (e.g., DL) transmit power of the input signal (e.g., the signal at reference sign 302 in Figs. 3 and 4; and/or the output power 304 before the peak reduction) to the CFR. If the input power (e.g., as shown at reference sign 302 in Figs.
  • the output power (e.g., as shown at reference sign 304 in Figs. 3 and 4) is reduced.
  • the PAPR is effectively increased (e.g., as shown at reference sign 404 in Fig. 4) in the output signal power (e.g., as shown at reference sign 304 in Figs. 3 and 4) which in turn means that less distortions are generated.
  • the distortions may be quantified in terms of an error vector magnitude (EVM) in percent.
  • EVM error vector magnitude
  • the EVM of the distortions (e.g., per antenna) at reference sign 504 is schematically shown to vary with the (input) signal power backoff at reference sign 502.
  • the CFR is often the dominating source of the distortions.
  • the EVM can be reduced by reducing the (e.g., DL) transmit power.
  • the basic resource unit in 4G and 5G systems using OFDM is one subcarrier in one OFDM symbol, and this is referred to as resource element (RE).
  • RE resource element
  • PRB physical resource block
  • TTI transmission time interval
  • a duration of a slot (and/or TTI) may be 1 millisecond (ms) in LTE and, e.g., as short as 0.0625 ms in NR depending on the cyclic prefix (CP) and numerology (e.g., for normal CP and numerology 4).
  • Dynamic (and/or adaptive, and/or semi-static) scheduling and link adaptation may be used to take instantaneous traffic demands and channel conditions into account with an update rate equal to the slot rate (e.g., less or equal to 1 ms).
  • a radio device e.g., user
  • high SINR may use several multiple-input- multiple-output (MIMO) layers and MCSs with high modulation orders (e.g., up to 256-QAM) and high code rates (e.g., up to 0.95).
  • MIMO multiple-input- multiple-output
  • a radio device e.g., user
  • Sources of the interference include, e.g., DL transmissions by neighboring network nodes (also denoted as base stations; so-called inter-cell interference) or even from the serving network node (also: base station) in the case of MU- MIMO (so-called intra-cell interference).
  • neighboring network nodes also denoted as base stations; so-called inter-cell interference
  • serving network node also: base station
  • MU- MIMO sub- MIMO
  • the maximum peak power may be chosen so that the distortions are adequately low, e.g., around 3.5 % (e.g., of a signal received at a radio device), for corresponding maximum average power. This in turn may drive a requirement for a relatively high PAPR, e.g., around 7.5 decibel (dB).
  • a scheduling and/or link adaptation functionality generally needs to have knowledge about the channel condition. Such knowledge is referred to, e.g., as channel state information (CSI), and the terminals may determine CSI by performing measurements on so-called CSI reference signals (CSI-RS) which are transmitted in the DL.
  • CSI-RS CSI reference signals
  • the CSI-RS resources are conventionally multiplexed on the time-frequency grid with other transmissions such as data transmissions on the physical downlink shared channel (PDSCH) and its associated demodulation reference signals (DMRSs).
  • PDSCH physical downlink shared channel
  • DMRSs demodulation reference signals
  • the nonzero-power CSI-RS (NZP-CSI-RS) are conventionally used to measure the channel.
  • the network node e.g., gNB
  • the network node will transmit RSs, e.g., a sequence of symbols known by both transmitter (e.g., the network node) and receiver (e.g., the at least one radio device) that has not been altered by the transmitter (e.g., the network node) through, e.g., a precoding filter.
  • a second set of CSI-RS resources are so-called zero power CSI-RS (ZP-CSI-RS), which are briefly also denoted as CSI-IM resources (e.g., due to the use of the ZP- CSI-RS for CSI-IM).
  • ZP-CSI-RS zero power CSI-RS
  • a CSI-IM resource is associated with a set of resource elements (REs): e.g., either four adjacent resource elements in each PRB over the bandwidth within one OFDM symbol, or two adjacent subcarriers within two adjacent OFDM symbols (2x2). These REs are used primarily to measure interference.
  • the serving network node e.g., gNB
  • the serving network node typically sends nothing, e.g., the subcarriers are blanked.
  • ZP-CSI-RS zero power CSI-RS
  • gNBs network nodes
  • gNBs gNode B
  • a radio device e.g., terminal
  • a reliable estimate of the interference from other cells e.g., inter-cell interference
  • the radio device e.g., terminal
  • CSI report may contain one or more of the following: a rank indicator (Rl), a precoding matrix indicator (PMI), and channel quality indicator (CQI).
  • the CQI can be viewed as a quantization of the SINR (and/or the SNR, SDNR, and/or SDINR) that is obtained conditioned on the reported number of layers as indicated by the Rl and the precoding weights as indicated by the PMI.
  • reserved resources in the downlink. These are conventionally configured on a semi-static time scale where the reserved resources can be indicated, e.g., by using two bitmaps where one bitmap indicates the OFDM symbols used for the reserved resources, and the other bitmap indicates which PRBs in frequency are to be used for the reserved resources.
  • the network node e.g., gNB
  • a higher , e.g., DL, transmit power (also: output power) can be used which improves the coverage in terms of data rates that can be offered to radio devices (e.g., users) at the cell edge whose performance is limited by noise.
  • the conventional drawback is that distortions increase, and this in turn limits the achievable peak rates if the same PAPR threshold is applied uniformly to (e.g., all) the radio devices (e.g., the users) across the cell.
  • An alternative strategy comprises that the power is reduced only for radio devices (e.g. terminals), for which the distortions limit their SI N R (and/or SNR, SDNR, and/or SDINR), and not inter-cell interference or thermal noise.
  • radio devices e.g., users
  • transmit power also: output power
  • SINR SINR
  • SNR SNR
  • SDNR SDNR
  • SDINR SDINR
  • the distortion that is transmitted within the one or more ZP-RSs may be controlled either by injecting (e.g., artificially generating) additional noise in the resources or by scheduling other resources within the (e.g., orthogonal frequency division multiplexing, OFDM) symbols that contain the one or more ZP- RSs (and/or CSI-IM resources) such that the distortions leaking into these will reflect the distortion associated with a specific backoff.
  • injecting e.g., artificially generating
  • OFDM orthogonal frequency division multiplexing
  • the distortions on the one or more ZP-RSs can be adjusted such that the distortions that the radio device measures are those associated with specific backoffs, according to an embodiment, only one CSI report may be configured (and/or chosen).
  • the one CSI report may be based on a CSI measurement (e.g., comprising, or consisting of, an interference measurement based on a CSI-IM resource, e.g., by means of a ZP- RS, in particular a ZP-CSI-RS, and a channel gain measurement based on a NZP- RS, in particular a NZP-CSI-RS, which is conventionally set to reflect a single, e.g., the lowest, DL transmit power level).
  • a CSI measurement e.g., comprising, or consisting of, an interference measurement based on a CSI-IM resource, e.g., by means of a ZP- RS, in particular a ZP-CSI-RS, and a channel gain measurement based on a NZP- RS, in particular a NZP-CSI-RS, which is conventionally set to reflect a single, e.g., the lowest, DL transmit power level.
  • the network node also denoted as base station
  • the network node still needs to determine which DL transmit power level to use when transmitting data to a given radio device (e.g., user), and the conventional determination may be incorrect, leading to a degradation of throughput and waste of energy.
  • the network node also: base station
  • a link adaptation and/or a rank adaption conventionally are suboptimal.
  • the CQI report will reflect that of a radio device (and/or a user) with a lower SINR resulting in a suboptimal modulation configuration selection (e.g., comprising the selection of a MCS, a rank, e.g., as a Rl, and/or precoding matrix, e.g., as a PMI).
  • a suboptimal modulation configuration selection e.g., comprising the selection of a MCS, a rank, e.g., as a Rl, and/or precoding matrix, e.g., as a PMI.
  • transmit power (also: output power) is solved, in particular by starting from a number of possible hypotheses, H_l, H_2,..., H_K, together with optimal modulation configuration (e.g. the optimal rank, MCS and/or PMI) for that, e.g. DL, transmit power level (also: output power).
  • optimal modulation configuration e.g. the optimal rank, MCS and/or PMI
  • transmit power level also: output power
  • multiple CSI measurements are configured, one for each (e.g., power and/or modulation configuration) hypothesis, and by transmitting reference signals so that the measurements correctly reflect the, e.g. DL, transmit power level (also: output power) and distortion of the different hypotheses.
  • each CSI measurement is based on a CSI-IM resource (and/or a ZP-RS, in particular a ZP-CSI-RS), an NZP-CSI-RS and a power control offset (see, e.g., the parameter po we rContro /Offset of section 5.2.2.3.1 in the 3GPP document TS 38.214, V17.1.0).
  • Each hypothesis Hk may be associated with a DL transmit power level (also: output power) P and a distortion power level (also: distortion of power) dk.
  • the inventive technique may contain the following steps:
  • the network e.g., a network node
  • the radio device e.g., terminal
  • the network node also: base station
  • transmits e.g., OFDM
  • NZP-RS e.g., NZP-CSI-RS
  • ZP-RS and/or CSI-IM resource, e.g., for CSI-IM
  • appropriate DL transmit power level and distortion power level also denoted as: levels of signal power and distortion.
  • the radio device e.g., terminal
  • the network e.g., a network node
  • the network selects the DL transmit power level (also: output power) and other transmission parameters, in particular related to a modulation configuration, based on the CSI reports.
  • a DL transmit power level of the network node is based on multiple CSI measurements where each reflects the unique hypotheses that the network node (also: base station) can select to use when serving the radio device (e.g., terminal).
  • the network node selects which DL transmit power level, and/or which power backoff, to use based on the multiple CSI reports.
  • DL transmit power level also: output power
  • the served radio device e.g., user
  • the CSI that the decisions (e.g., on the DL transmit power level and/or on the modulation configuration) are based on, properly reflects the DL transmit power levels (also: output power levels).
  • Embodiments of technique can ensure that the network node 100 (e.g., a base station) can adaptively (e.g., dynamically and/or semi- statically) select the DL transmit power level (also: output power) based on noise, interference and channel conditions limitations (e.g., provided in terms of SNR, SINR, SDNR, SDINR, and/or CQ.I) of the radio device (e.g., terminal) while also utilizing an optimal modulation configuration (e.g., rank, precoding matrix, and/or MCS) selection for the given radio device (e.g., user) and DL transmit power level (also: output power).
  • an optimal modulation configuration e.g., rank, precoding matrix, and/or MCS
  • (cell edge) radio devices e.g., terminals
  • noise will have no or a low, or lower, power backoff (and/or a high DL transmit power level) and thus have a high, or higher, power efficiency and data rates, e.g., as compared to using a larger backoff (and/or a lower DL transmit power level).
  • radio devices e.g., terminals
  • radio devices not limited by inter-cell interference or noise will have higher power backoff (and/or a lower DL transmit power level) to not be limited by distortions introduced by CFR.
  • high peak rates can be provided (also: offered).
  • Such embodiments of the technique can improve a power efficiency (e.g., of one or more PAs at a network node) and/or a coverage by reducing a PAPR while still being able to provide (also: offer) high (e.g., peak) data rates within the coverage area of the network (e.g., the network node).
  • high data rates can be provided in a cell without penalizing performance for radio devices (e.g., terminals) at the cell edge.
  • the technique may use at least some features (e.g., observables) for the load and/or interference of the RAN.
  • the at least one radio device is referred to as a UE.
  • the load and/or interference of the RAN may correspond to or may be determined based on a resource utilization of the serving cell and/or one or more neighbor cells of the (serving) cell. This refers to the average resource utilization of a cell.
  • the resource utilization is a metric that shows the ratio of time-frequency resources used to carry the offered traffic during a time period over the available time-frequency resources of that period.
  • An example of timefrequency resources can be a PRB.
  • resource utilization is defined in percentage values.
  • an average resource utilization of 10 % means that on the average 10 % of the available resources are occupied in order to serve the amount of offered traffic by the connected UEs.
  • Resource utilization captures resource usage for carrying both data (PUSCH/PDSCH) and control type (PUCCH/PDCCH) of information.
  • Each cell can calculate the resource utilization over a certain time period. This time period can be from one up to several radio frames.
  • Each cell can also calculate a prediction of the average resource utilization for a future time period. This can be made by utilizing information on the performance of the connected UEs, their traffic generation patterns and their buffer status.
  • the load and/or interference of the RAN may correspond to or may be determined based on a UE geometry in the DL.
  • the DL geometry includes not only the Euclidean distance to the serving and neighbor nodes, but also other large scale fading components, such as the shadow fading. It is defined as the ratio of DL received signal strength from the serving cell over the sum of DL received signals strength from neighbor cells including also the thermal noise at the UE receiver.
  • the DL geometry is an indication of how vulnerable a UE is to inter-cell interference. A high DL geometry means that the UE is located quite close to the serving node while it is far apart from the neighbor cells.
  • a low DL geometry indicates a UE close to the cell edge.
  • the DL geometry can be calculated at the network node or at the UE side.
  • the load and/or interference of the RAN may correspond to or may be determined based on UE performance. This refers to the experienced UE performance. It can be defined as the average UE throughput in the DL (e.g., averaged over the cell).
  • the network node can define the average UE throughput by dividing the amount of received data bits over the transmission time.
  • Another example of defining the UE performance is through the used modulation and coding schemes (MCS) for the data transmissions as well as the reported ACKs for the received packets.
  • MCS modulation and coding schemes
  • the UE performance can also be expressed in K discrete levels.
  • a low-performing UE can be a UE with an average throughput below a certain threshold. This threshold can be a value lower or X% above to the minimum required throughput for maintaining a specific QoS. In another example, a low performing UE can be a UE with performance equal to X% of the maximum achievable UE throughput. In another example, a UE can be low-performing UE if the experienced DL SINR, or other measurements are below a certain threshold.
  • one embodiment may adjust the RF power to ensure low distortion irrespective of the modulation and coding scheme (MCS) of each user. This might not be desirable for UEs with low MCS, which may be generally robust to distortions. Such UEs may benefit from being served by higher power despite the added cost of increased distortions.
  • MCS modulation and coding scheme
  • a method for setting adaptive RF power based on each user's conditions were proposed in the Greek patent application no. 20220100632 describes, e.g. as a method of using channel state information for dynamic power setting.
  • a base station selects RF power for each user from a set of possible power hypotheses ⁇ p lr p 2 , ... , PN ⁇ p 2 ⁇ ••• ⁇ PN based on CSI reports from the user.
  • An example of the improvement for the low SNR users is illustrated in Figs. 6A and 6B.
  • Fig. 6A illustrates an exemplary throughput 604 with different DL transmit power levels (also: output power levels), in particular using a maximal DL transit power level (and/or 0 dB backoff) 606 as well as three lower DL transmit power levels 608; 610; 612 with different backoff values (e.g., 3 dB, 6 dB, and/or 9 dB).
  • the throughput 604 in Fig. 6A is exemplarily illustrated as a function of the SNR 602.
  • the network e.g., a network node
  • the network can correctly select which DL transmit power level (also: output power) 606; 608; 610; 612 to use for a given radio device (also: user).
  • the network e.g., the network node
  • the network is able to harvest the benefits in peak rates from having the lowest DL transmit power level (also: output power; e.g., the thin solid line at reference sign 612 in Fig. 6A) while ensuring the coverage gains provided by the highest DL transmit power level (also: output power; e.g., the dotted line at reference sign 606 in Fig. 6A).
  • Fig. 6A shows at reference sign 614 the results with adaptive (e.g., dynamic and/or semi-static) DL transmit power level (also: output power), e.g., represented by different backoffs compared to the maximum DL transmit power level (also: output power of the radio) when the modulation configuration (e.g., comprising PMI, rank and/or MCS) are selected optimally.
  • adaptive (e.g., dynamic and/or semi-static) DL transmit power level also: output power
  • the modulation configuration e.g., comprising PMI, rank and/or MCS
  • K DL transmit power (also: output power) hypotheses that the network node (also: base station) can select from when serving a radio device (e.g., user).
  • K may be a (e.g., non-negative) integer number (in particular a natural number), e.g., between two and ten, preferably between two and four according to some embodiments.
  • Hk be hypothesis k (e.g., for k£ ⁇ 1..K ⁇ ), which is associated with a DL transmit power level (also: output power level) P and a distortion power level dk.
  • the relationship between Pk and dk may, e.g., be based on past measurements of the radio and/or provided, e.g., in a table.
  • Fig. 6B schematically illustrates a second example of the throughput 604 as a function of the SNR 602 with fixed RF power and clipping at approximately 7.3 dB (soft clipping) at reference sign 614 and with adaptive RF power with hard clipping (4.3 dB at the lowest power) at reference sign 612.
  • Results assume no inter-cell interference.
  • the RAN performance may be worsened due to intra-cell or inter-cell interference at high load.
  • the conventional method according to Figs. 6A and 6B improves the throughput compared to the legacy technique of having a fixed power 612 for all or individual users.
  • both techniques i.e., the legacy technique with a fixed RF power 612 and the method indicated at reference sign 614 with adaptive RF power
  • the adaptive RF power concept 614 is applied without regarding an excess interference that can be created by the cell to one or more neighboring cells, performance degradation might be observed at medium and/or high load 702.
  • Fig. 7 Such a scenario is shown in Fig. 7, where the 5th percentile of the UE throughput is shown as a function of the load 702, e.g. traffic load (e.g., traffic per area unit).
  • Embodiments of the technique can take a long-term expected load 702 of the system (i.e., the RAN) into consideration so that the introduced interference is not excessive (e.g., for one or more neighboring cells).
  • the introduced interference is controlled by limiting the DL transmit power (e.g., the RF power). This may be combined together with the legacy solution of having a fixed power.
  • a potential disadvantage of the method can be that it may sacrifice the peak rates that could otherwise be achieved when the load is low.
  • the method aspect 200 may restrict the highest possible RF power levels (e.g., the maximum of the plurality of DL transmit power levels) from a given set of power levels based on the load 702 of the system (e.g., the network node 100).
  • the highest possible RF power levels e.g., the maximum of the plurality of DL transmit power levels
  • a base set of power levels to select from ⁇ pi, P2, PNL wherein PI ⁇ P2 ⁇ --- ⁇ PN will be used when the system (e.g., the RAN or the network node 100) has no load to low load.
  • This set can be given by some other algorithm, e.g., the one described herein based on the CSI reports and/or the Greek patent application no. 20220100632.
  • embodiments of the method 200 avoid the use of the highest power levels, e.g. so that the overall inter-cell interference level does not adversely affect the system level performance.
  • Fig. 7 where the 5th percentile of the user throughput is shown as a function of the traffic load (traffic per area unit).
  • the RF power level is fixed.
  • the peak amplitude of the power amplifier (PA) is kept fixed, and the average power can be increased (coverage extension).
  • the average power is kept fixed, and the peak amplitude of the PA can be reduced (reduction of size and weight without sacrificing peak rates).
  • the performance degrades as the traffic load increases.
  • the application of the adaptive RF power concept without considering the traffic load over the neighboring cells would lead to the application of the highest power levels.
  • a less aggressive choice of the DL transmit power level can be more beneficial, since less interference is generated. This can be achieved by embodiments of the device 100 performing the method 200.
  • the load 702 of the system may be estimated by the base station 100 based on information that is available to the serving base station (also referred to as Type 1 embodiments). Example of such information and how to use it is elaborated below.
  • Any embodiment may combine the load-dependent (e.g., interferencedependent) restriction of the DL transmit power levels with at least one of the following steps for selecting the DL transmit power level based on at least one CSI report from the at least one radio device (UE). All steps may be performed by one network node 100 (also: base station).
  • one network node 100 also: base station.
  • the network node 100 configures a radio device (e.g., terminal) for performing CSI measurements, e.g., schedules the ZP-RS (and/or the CSI-IM resource) and/or NZP-RS (e.g., NZP-CSI-RS) resources.
  • the configuring and/or the scheduling includes determining a periodicity, an offset within each period, and/or exactly which CSI-RS configuration to choose.
  • An exact CSI-RS configuration may be specified by at least one of the CSI- MeasConfig, CSI-ReportConfig, CSI-RS-ResourceMapping, and NZP-CSI-RS- Resource information elements (also denoted as parameters), e.g., according to the 3GPP document TS 38.331, version 17.0.0, and/or according to specifications in section 7.4.1.5 of the 3GPP document TS 38.211, version 17.2.0.
  • an exact CSI-RS configuration may comprise a set or REs and (e.g., for NZP-RSs, in particular NZP-CSI-RSs) a RS sequence mapped to the REs.
  • the same physical resource is used for multiple NZP-RS (e.g., NZP-CSI-RS) measurements (e.g., corresponding to multiple hypotheses).
  • NZP-RS e.g., NZP-CSI-RS
  • the number of NZP-RS corresponds to the number of hypotheses, where each NZP-RS (e.g., NZP-CSI-RS) is associated with one of the hypotheses, e.g., Hi, H 2 , ... ,H K .
  • the network node uses a DL transmit power level Pk to transmit the NZP-RS (e.g., NZP-CSI-RS) associated with hypothesis Hk.
  • NZP-RS e.g., NZP-CSI-RS
  • the same value of the DL transmit power level Pk may be used for transmitting the NZP-RS (e.g., NZP-CSI-RS) and for the data transmitting.
  • NZP-RS e.g., NZP-CSI-RS
  • an EPRE may be kept at the same power (e.g., the sum of powers of REs, e.g., within a PRB and/or within the same time resource) for the RS (e.g., comprising one or more NZP-RSs, in particular NZP-CSI- RSs) transmitting and the data transmitting.
  • the RS e.g., comprising one or more NZP-RSs, in particular NZP-CSI- RSs
  • a DL transmit power level of the NZP-RS e.g., NZP-CSI-RS
  • a hypothesis Hk may differ from a DL transmit power level for the data transmitting associated with the hypothesis Hk.
  • an EPRE may be set differently for the NZP-RS (e.g., NZP-CSI-RS) associated with a hypothesis Hk and the data transmitting associated with the hypothesis Hk.
  • the DL transmit power level (and/or total transmit power) may be the same for the NZP- RS (e.g., NZP-CSI-RS) and the data.
  • a distortion level for the data transmitting may be correctly taken into account based on the at least one CSI measurement on the RS (e.g., the NZP-RS, in particular NZP-CSI-RS) associated with the same hypothesis Hk.
  • the RS e.g., the NZP-RS, in particular NZP-CSI-RS
  • the same ZP-RS (and/or CSI-IM resource, and/or the same physical resource, e.g., RE) is used for multiple CSI measurements (e.g., corresponding to multiple hypotheses).
  • the number of ZP-RSs (and/or CSI-IM resources, and/or physical resources, e.g., REs) corresponds to the number of hypotheses, where each ZP-RS (and/or CSI-IM resource) is associated to one of the hypotheses, e.g., Hi, H 2 , ..., H K .
  • the network node ensures that the distortion power level on the ZP-RSs (and/or CSI-IM resources) will be at most min(di, d 2 , ...,d K ).
  • the distortion in CSI-IM resources may be controlled by scheduling all other subcarriers within that OFDM symbol that includes a ZP-RS (and/or CSI-IM resource) in a way such that the total power within that OFDM symbol corresponds to the minimum DL transmit power level (also: output power) min(Pi, P 2 , ..., P K ).
  • the network node ensures that the distortion power level on the ZP-RS (and/or CSI-IM resource) that is associated with a hypothesis, e.g., Hk, will be dk.
  • the distortion in a CSI-IM resource may be controlled (in particular decreased) by scheduling all other subcarriers within that OFDM symbol that includes a ZP-RS (and/or CSI-IM resource) in a way such that the total power within that OFDM symbol corresponds to the minimum DL transmit power level (also: output power) min(Pi, P 2 , ..., P K ).
  • noise may be injected (e.g., artificially added) into the ZP-RSs (e.g., ZP-CSI-RSs) associated with the CSI-IM resources to represent a certain distortion dk (in particular to increase distortions).
  • ZP-RSs e.g., ZP-CSI-RSs
  • dk in particular to increase distortions
  • the network node 100 informs radio devices (e.g., terminals) which CSI-RS resource they shall use for CSI measurements and reporting. This includes signaling which NZP-RS (e.g., NZP-CSI-RS) to use for channel estimation, what power offset (e.g., according to a parameter powerContro /Offset) to assume between the NZP-RS (e.g., NZP-CSI-RS) and data transmissions, and which ZP-RS (and/or CSI-IM resource) resource to use for interference measurements (and/or CSI-IM resource).
  • NZP-RS e.g., NZP-CSI-RS
  • power offset e.g., according to a parameter powerContro /Offset
  • the Steps 1 and/or 2 are performed when a new radio device (e.g., terminal) connects to the cell served by the network node (also: base station).
  • the Steps 1 and/or 2 are not necessarily performed on a slot (and/or TTI) level, and/or within every period of transmitting the at least one RS, and/or within every period for performing the CSI-IM.
  • the radio device (e.g., user) is configured to do at least one CSI measurement per hypothesis.
  • the radio device e.g., UE
  • measures e.g., on NZP-RS and/or ZP-RS) on the same physical resource for at least two hypotheses.
  • the radio device e.g., user
  • the radio device is configured to use different NZP-RSs (e.g., NZP-CSI-RSs) for different hypotheses.
  • NZP-RSs e.g., NZP-CSI-RSs
  • the network node also: base station
  • NZP-CSI-RSs multiple NZP-RSs
  • DL transmit power levels also: output powers
  • P_1,...,P_K output powers
  • the DL transmit power levels associated with the different NZP-RSs may be identical to the DL transmit power levels of data transmissions associated with the same hypothesis.
  • the DL transmit power levels associated with the different NZP-RSs may differ from the DL transmit power levels of the data transmissions associated with the same hypothesis.
  • an EPRE may be (e.g., approximately) the same for the NZP-RS (e.g., NZP-CSI-RS) transmission and the data transmission, e.g., in order to achieve the correct distortion level based on the CSI report.
  • the radio device e.g., user
  • the radio device is configured to apply different power offsets (e.g., according to the parameter powerContro /Offset) for different hypotheses.
  • the parameter powerContro/Offset may represent an assumed ratio of PDSCH energy-per-RE (EPRE) to NZP-RS EPRE (e.g., NZP-CSI-RS EPRE), when the radio device (e.g., UE) derives CSI feedback.
  • the parameter powerContro /Offset may takes values, e.g., in the range of [-8, 15] dB with 1 dB step size. This embodiment will typically be used when the same NZP-RS (e.g., NZP-CSI-RS) is used for all measurements.
  • a negative offset (e.g., a PDSCH EPRE lower than a NZP-RS EPRE) may be used if the hypothesis is for a lower DL transmit power level (e.g., compared to a maximum or nominal power).
  • the negative offset may allow for the NZP-RS (e.g., the NZP-CSI-RS) transmit power (e.g., transmit power level) to be set independently of the hypothesis for the data transmitting.
  • a positive offset (e.g., a PDSCH EPRE higher than a NZW-RS EPRE) may be used for a hypothesis for a higher DL transmit power level (e.g., at or close to a maximum or nominal power).
  • the positive offset may allow NZP-RSs (e.g., NZP-CSI-RSs) to be transmitted with a transmit power (e.g., transmit power level) that does not create too much distortion in the symbols where the NZP-RSs (e.g., NZP-CSI-RSs) are transmitted.
  • the radio device e.g., user
  • the radio device is configured to use different ZP-RSs (and/or different CSI-IM resources) for different hypotheses.
  • the network node 100 requests the radio devices (e.g., terminals) to send CSI reports which they determine using the CSI-RS configurations (e.g., comprising one or more NZP-RSs and/or one or more ZP-RSs for CSI-IM resources).
  • the radio devices e.g., terminals
  • the CSI-RS configurations e.g., comprising one or more NZP-RSs and/or one or more ZP-RSs for CSI-IM resources.
  • a specific radio device e.g., UE may be requested to provide the CSI report periodically, and/or, a-period ical ly, e.g., when needed because there is data to be transmitted and the last CSI report is outdated.
  • the network node receives the CSI report, e.g., from a specific radio device, which may include a rank indicator (Rl) , a precoding matrix indicator (PMI), and/or a channel quality indicator (CQ.I) which the radio device (e.g., terminal) has determined using the configured CSI-RS resources (e.g., the NZP-RSs and/or the ZP-RSs).
  • a specific radio device which may include a rank indicator (Rl) , a precoding matrix indicator (PMI), and/or a channel quality indicator (CQ.I) which the radio device (e.g., terminal) has determined using the configured CSI-RS resources (e.g., the NZP-RSs and/or the ZP-RSs).
  • Rl rank indicator
  • PMI precoding matrix indicator
  • CQ.I channel quality indicator
  • the radio device e.g., user
  • the network node also: base station
  • configures the radio device e.g., user to only feed back CSI reports for a subset of the CSI measurements along with information about which CSI-measurements they correspond to (e.g., using the CSI resource indicator, CRI, according to the 3GPP document TS 38.214, version 17.1.0).
  • the subset may comprise a single CSI measurement that corresponds to the highest potential rate, and/ or a number of CSI measurements that correspond to multiple rates.
  • the network node 100 receives the CSI feedback and processes the CSI report in order to select a DL transmit power level (and/or a power backoff) for the data (e.g., PDSCH and/or DMRS) transmission based on the present and possibly also previous (e.g., most recent) CSI reports.
  • a DL transmit power level and/or a power backoff
  • the data e.g., PDSCH and/or DMRS
  • the selected hypothesis e.g., Hk
  • the hypothesis which is associated with the CSI report that results in the highest expected throughput e.g., as determined directly from the CQI and/or Rl.
  • each hypothesis e.g., Hk
  • each hypothesis will be associated with a certain CQI cap as depicted at reference sign 806 in Fig. 8, where the CQI cap represents the highest CQI that can be selected for this hypothesis and still provide gains, given the distortion level d associated with the hypothesis.
  • the CQI may provide the supported modulation configuration (also denoted as transport format) for a given channel condition as measured by the at least one radio device (e.g., UE).
  • the CQI maps closely to a SNR, SINR, SDNR, and/or SDINR.
  • a height of the modulation configuration e.g., a modulation order and/or a code rate may be limited, e.g., to provide a (e.g., upper) limit on the sensitivity to distortions.
  • Fig. 8 schematically illustrates an example of a RAN 800 for implementing the technique.
  • the RAN 800 comprises at least one network node (e.g., a base station), which may embody the device 100.
  • the network node 100 serves the serving cell 804 of the radio device 850, and optionally also one or more neighboring cells 806.
  • the radio device 850 can improve its data rate, however the neighboring radio device 850 (e.g., in the neighboring cell 806) is subjected to interference.
  • the neighboring cell 806 is served by a neighboring network node (which may or may not embody the device 100).
  • Any embodiment may use at least one of the following features or steps to estimate the (e.g., inter-cell) interference (e.g., for determining the upper bound limiting the plurality of DL transmit power levels).
  • the interference e.g., for determining the upper bound limiting the plurality of DL transmit power levels.
  • the embodiments can be divided into two groups.
  • a first group also referred to as Type 1
  • the estimation of the interference e.g., the interference level
  • the second group also referred to as Type 2
  • the estimation of the interference requires knowledge (e.g., results of measurements) from the one or more neighboring cells 806 of the cell 804, so information exchange among cells 804 and 806 is required.
  • the estimated interference that the base station may cause can for example be measured in dBm, dBW or dB from a reference point, which could be, e.g., in relation to the RSRP measurement.
  • the measurements (e.g., in the cell 804 and/or the one or more neighboring cells 806) that can be used for estimating the interference may include at least one of the following metrics or measurement results (e.g., as defined above):
  • - UE performance e.g., a UE throughput based on received reports (e.g., CSI reports), some expected throughput or even a desired data rate, etc.
  • any of the below detailed embodiments may be implemented as disclosed below or in combination with any of the afore-mentioned embodiments. Below different examples may be implemented to use the above-mentioned metrics to estimate the interference at the UE 850, e.g. for Type 1 and/or Type 2.
  • the base station 100 estimates the interference based on the utilization only.
  • the resource utilization can be calculated as a weighted average (e.g., time filtering) of past and future values or a statistical record of values for the particular time instant.
  • the utilization values or levels are an indication of how much loaded each cell is. Hence a utilization value of 80% indicates a cell with a lot of carried traffic.
  • CSI reports from UEs 850 are used to estimate the interference caused by a base station 100. If most UEs 850 report high CSI, the base station 100 may assume that interference from the adjacent cells 806 is low. It is reasonable then to assume that the adjacent cells 806 have low utilization and will therefore not be very affected by interference from the base station 100. This may trigger an increase in the maximum of the plurality of DL transmit power levels.
  • the method 200 may comprise deciding whether a CSI report is high, which may for example be done by comparing the CQI reports at a given time to the CDF of CQIs that is normally reported in the cell. For example, if a CQI report falls into a high percentile of what the cell normally would experience, then the CQI is considered high.
  • the CSI reports may be combined with information about utilization, for example, such that if many users report high CQI and the utilization is low to medium, then the set of powers is not limited, but if many users report high CQI and the utilization is high, then the set of powers is limited.
  • the interference is estimated based on a combination of CSI reports, RSRP and/or utilization, for example in accordance with the table below:
  • the base station 100 may, for example, use its utilization and assume that a high utilization means a high estimated interference. This may trigger a reduction of the maximum of the plurality of DL transmit power levels.
  • the interference estimates at the UE 850 are reported to the base station 100 and used to estimate the interference caused by the base station 100, optionally in combination with utilization (e.g., in the cell 804).
  • This embodiment variant may require standard changes relative to a current 5G systems, e.g. since there is currently no way for the UE 850 to transmit their interference estimates explicitly to the base station 100.
  • the base station 100 may estimate the interference based on utilization information from its one or more neighboring cells 806.
  • the average resource utilization values or levels can take place.
  • This information can be exchanged through standardized inter-cell interfaces, like X2.
  • the exchange of utilization information may be done e.g., on an hourly or daily basis. How fast this should be done will depend on the deployment scenario (including factors such as how many neighboring cells exists, inter-cell distance, the traffic statistics, current traffic load).
  • This exchange may be periodic, aperiodic or a combination of both. For example, utilization might be exchanged every hour and if a base station suddenly experiences a change in its traffic load.
  • information exchange can occur for example between cells that are of interest.
  • the selection of which neighboring cells 806 to require (e.g., request) information from can be based on information from the UEs 850 within the base stations 100 own cell 804.
  • the UE 850 might signal the set of measured cells along with their signal strength to the serving cell and then the serving cell can decide from which cells to probe for a request for the utilization value. For example, if the signal strength of a neighbor cell is above a predefined threshold, then the neighbor cell is included in the list of interest.
  • the average neighboring cell utilization can be determined based on some statistical property, e.g., mean of the average utilization in all neighbor cells of interest, or the Xth percentile of the average utilization in all neighbor cells of interest, etc.
  • the set of cells to require utilization information from may be predetermined, for example, based on a distance to the base station 100.
  • the base station 100 estimates the interference level it creates based on the utilization from the cell (e.g., 804 and/or 806) that has the highest utilization. For example, the serving base station may estimate high interference if there is a cell that reports high utilization.
  • the base station 100 will base its interference estimate on a function of the utilizations reported by its neighboring cells.
  • this may be the average reported utilization of neighboring cells 806.
  • the base station 100 may then estimate high interference if the average reported utilization of neighboring cells 806 is high utilization, and/or medium interference if the average reported utilization of neighboring cells is medium utilization, and/or low interference if the average reported utilization of neighboring cells is low utilization.
  • the estimation is based on a weighted sum of metrics from two or more cells (e.g., 804 and/or 806).
  • the utilization of the cells is weighted by information on how likely the base station 100 is to affect these cells. For example, cells close to the base station could have a higher weight on their utilization than cells far away from the base station.
  • Any embodiment may comprise at least one of the following feature or step to select the set of potential transmit powers (e.g., the plurality of DL transmit power levels) based on estimated interference.
  • the base station 100 may select the set of powers (e.g., the plurality of DL transmit power levels), which the base station 100 can potentially use to serve a UE 850, based on a look up table or a function. For example, if the estimated interference level is within the interval [I N-n ,I N-n+1 ] (with I N being the largest possible interference value for the base station to estimate) then the set of powers ⁇ p lr p 2 , ... , p n ⁇ is selected where p N is the maximum power that the base station is allowed to use and p n ⁇ p N .
  • Fig. 9 shows a schematic block diagram for an embodiment of the device 100.
  • the device 100 comprises processing circuitry, e.g., one or more processors 904 for performing the method 200 and memory 906 coupled to the processors 904.
  • the memory 906 may be encoded with instructions that implement at least one of the modules 106, 108, 110 and/or 112.
  • the one or more processors 904 may be a combination of one or more of a microprocessor, controller, microcontroller, central processing unit, digital signal processor, application specific integrated circuit, field programmable gate array, or any other suitable computing device, resource, or combination of hardware, microcode and/or encoded logic operable to provide, either alone or in conjunction with other components of the device 100, such as the memory 906, network node functionality.
  • the one or more processors 904 may execute instructions stored in the memory 906.
  • Such functionality may include providing various features and steps discussed herein, including any of the benefits disclosed herein.
  • the expression "the device being operative to perform an action” may denote the device 100 being configured to perform the action.
  • the device 100 may be embodied by a network node 900, e.g., functioning as a transmitting base station (e.g., for transmitting the configuration message in the step 206, the at least one RS in the step 208 and/or the data in the step 212).
  • the network node 900 comprises a radio interface 902 coupled to the device 100 for radio communication with one or more radio devices, e.g., functioning as a receiving UE (e.g., for receiving the configuration message, the at least one RS and the data, and/or for transmitting the at least one CSI report).
  • a communication system 1000 includes a telecommunication network 1010, such as a 3GPP-type cellular network, which comprises an access network 1011, such as a radio access network, and a core network 1014.
  • a telecommunication network 1010 such as a 3GPP-type cellular network
  • an access network 1011 such as a radio access network
  • a core network 1014 such as a 3GPP-type cellular network
  • the access network 1011 comprises a plurality of base stations 1012a, 1012b, 1012c (e.g., embodying the device 100 or network node 900, and/or embodying a first network node and at least one second network node for jointly performing the method 200), such as NBs, eNBs, gNBs or other types of wireless access points, each defining a corresponding coverage area 1013a, 1013b, 1013c (e.g., as the cell of the RAN served by the respective base station and/or network node).
  • Each base station 1012a, 1012b, 1012c is connectable to the core network 1014 over a wired or wireless connection 1015.
  • a first user equipment (UE) 1091 located in coverage area 1013c is configured to wirelessly connect to, or be paged by, the corresponding base station 1012c.
  • a second UE 1092 in coverage area 1013a is wirelessly connectable to the corresponding base station 1012a. While a plurality of UEs 1091, 1092 are illustrated in this example, the disclosed embodiments are equally applicable to a situation where a sole UE is in the coverage area or where a sole UE is connecting to the corresponding base station 1012.
  • Any of the base stations 1012 may embody the device 100.
  • the telecommunication network 1010 is itself connected to a host computer 1030, which may be embodied in the hardware and/or software of a standalone server, a cloud-implemented server, a distributed server or as processing resources in a server farm.
  • the host computer 1030 may be under the ownership or control of a service provider, or may be operated by the service provider or on behalf of the service provider.
  • the connections 1021, 1022 between the telecommunication network 1010 and the host computer 1030 may extend directly from the core network 1014 to the host computer 1030 or may go via an optional intermediate network 1020.
  • the intermediate network 1020 may be one of, or a combination of more than one of, a public, private or hosted network; the intermediate network 1020, if any, may be a backbone network or the Internet; in particular, the intermediate network 1020 may comprise two or more sub-networks (not shown).
  • the communication system 1000 of Fig. 10 as a whole enables connectivity between one of the connected UEs 1091, 1092 and the host computer 1030.
  • the connectivity may be described as an over-the-top (OTT) connection 1050.
  • the host computer 1030 and the connected UEs 1091, 1092 are configured to communicate data and/or signaling via the OTT connection 1050, using the access network 1011, the core network 1014, any intermediate network 1020 and possible further infrastructure (not shown) as intermediaries.
  • the OTT connection 1050 may be transparent in the sense that the participating communication devices through which the OTT connection 1050 passes are unaware of routing of uplink and downlink communications.
  • a base station 1012 need not be informed about the past routing of an incoming downlink communication with data originating from a host computer 1030 to be forwarded (e.g., handed over) to a connected UE 1091. Similarly, the base station 1012 need not be aware of the future routing of an outgoing uplink communication originating from the UE 1091 towards the host computer 1030.
  • the performance or range of the OTT connection 1050 can be improved, e.g., in terms of increased throughput and/or reduced latency.
  • the host computer 1030 may indicate to the RAN or the device 100 (e.g., on an application layer) the quality of service (QoS) of the traffic or the required data rate (which may be used to estimate the load and/or interference of the RAN).
  • QoS quality of service
  • a host computer 1110 comprises hardware 1115 including a communication interface 1116 configured to set up and maintain a wired or wireless connection with an interface of a different communication device of the communication system 1100.
  • the host computer 1110 further comprises processing circuitry 1118, which may have storage and/or processing capabilities.
  • the processing circuitry 1118 may comprise one or more programmable processors, application-specific integrated circuits, field programmable gate arrays or combinations of these (not shown) adapted to execute instructions.
  • the host computer 1110 further comprises software 1111, which is stored in or accessible by the host computer 1110 and executable by the processing circuitry 1118.
  • the software 1111 includes a host application 1112.
  • the host application 1112 may be operable to provide a service to a remote user, such as a UE 1130 connecting via an OTT connection 1150 terminating at the UE 1130 and the host computer 1110.
  • the host application 1112 may provide user data, which is transmitted using the OTT connection 1150.
  • the user data may depend on the location of the UE 1130.
  • the user data may comprise auxiliary information or precision advertisements (also: ads) delivered to the UE 1130.
  • the location may be reported by the UE 1130 to the host computer, e.g., using the OTT connection 1150, and/or by the base station 1120, e.g., using a connection 1160.
  • the communication system 1100 further includes a base station 1120 (e.g., embodying the device 100 and/or the network node 900, or any one of the first network node and at least one second network node jointly performing the method 200) provided in a telecommunication system and comprising hardware 1125 enabling it to communicate with the host computer 1110 and with the UE 1130.
  • the hardware 1125 may include a communication interface 1126 for setting up and maintaining a wired or wireless connection with an interface of a different communication device of the communication system 1100 7 as well as a radio interface 1127 for setting up and maintaining at least a wireless connection 1170 with a UE 1130 located in a coverage area (not shown in Fig. 11) served by the base station 1120.
  • the communication interface 1126 may be configured to facilitate a connection 1160 to the host computer 1110.
  • the connection 1160 may be direct, or it may pass through a core network (not shown in Fig. 11) of the telecommunication system and/or through one or more intermediate networks outside the telecommunication system.
  • the hardware 1125 of the base station 1120 further includes processing circuitry 1128, which may comprise one or more programmable processors, application-specific integrated circuits, field programmable gate arrays or combinations of these (not shown) adapted to execute instructions.
  • the base station 1120 further has software 1121 stored internally or accessible via an external connection.
  • the communication system 1100 further includes the UE 1130 already referred to.
  • Its hardware 1135 may include a radio interface 1137 configured to set up and maintain a wireless connection 1170 with a base station serving a coverage area in which the UE 1130 is currently located.
  • the hardware 1135 of the UE 1130 further includes processing circuitry 1138, which may comprise one or more programmable processors, application-specific integrated circuits, field programmable gate arrays or combinations of these (not shown) adapted to execute instructions.
  • the UE 1130 further comprises software 1131, which is stored in or accessible by the UE 1130 and executable by the processing circuitry 1138.
  • the software 1131 includes a client application 1132.
  • the client application 1132 may be operable to provide a service to a human or non-human user via the UE 1130, with the support of the host computer 1110.
  • an executing host application 1112 may communicate with the executing client application 1132 via the OTT connection 1150 terminating at the UE 1130 and the host computer 1110.
  • the client application 1132 may receive request data from the host application 1112 and provide user data in response to the request data.
  • the OTT connection 1150 may transfer both the request data and the user data.
  • the client application 1132 may interact with the user to generate the user data that it provides. It is noted that the host computer 1110, base station 1120 and UE 1130 illustrated in Fig.
  • FIG. 11 may be identical to the host computer 1030, one of the base stations 1012a, 1012b, 1012c and one of the UEs 1091, 1092 of Fig. 10, respectively. This is to say, the inner workings of these entities may be as shown in Fig. 11, and, independently, the surrounding network topology may be that of Fig. 10.
  • the OTT connection 1150 has been drawn abstractly to illustrate the communication between the host computer 1110 and the UE 1130 via the base station 1120, without explicit reference to any intermediary devices and the precise routing of messages via these devices.
  • Network infrastructure may determine the routing, which it may be configured to hide from the UE 1130 or from the service provider operating the host computer 1110, or both. While the OTT connection 1150 is active, the network infrastructure may further take decisions by which it dynamically changes the routing (e.g., on the basis of load balancing consideration or reconfiguration of the network).
  • the wireless connection 1170 between the UE 1130 and the base station 1120 is in accordance with the teachings of the embodiments described throughout this disclosure.
  • One or more of the various embodiments improve the performance of OTT services provided to the UE 1130 using the OTT connection 1150, in which the wireless connection 1170 forms the last segment. More precisely, the teachings of these embodiments may reduce the latency and improve the data rate and thereby provide benefits such as better responsiveness and improved QoS.
  • a measurement procedure may be provided for the purpose of monitoring data rate, latency, QoS and other factors on which the one or more embodiments improve.
  • the measurement procedure and/or the network functionality for reconfiguring the OTT connection 1150 may be implemented in the software 1111 of the host computer 1110 or in the software 1131 of the UE 1130, or both.
  • sensors may be deployed in or in association with communication devices through which the OTT connection 1150 passes; the sensors may participate in the measurement procedure by supplying values of the monitored quantities exemplified above, or supplying values of other physical quantities from which software 1111, 1131 may compute or estimate the monitored quantities.
  • the reconfiguring of the OTT connection 1150 may include message format, retransmission settings, preferred routing etc.; the reconfiguring need not affect the base station 1120, and it may be unknown or imperceptible to the base station 1120. Such procedures and functionalities may be known and practiced in the art.
  • measurements may involve proprietary UE signaling facilitating the host computer's 1110 measurements of throughput, propagation times, latency and the like. The measurements may be implemented in that the software 1111, 1131 causes messages to be transmitted, in particular empty or "dummy" messages, using the OTT connection 1150 while it monitors propagation times, errors etc.
  • Fig. 12 is a flowchart illustrating a method implemented in a communication system, in accordance with one embodiment.
  • the communication system includes a host computer, a base station (e.g., embodying the device 100, the network node 900 and/or any one of the first network node and at least one second network node jointly performing the method 200) and a UE which may be those described with reference to Figs. 10 and 11. For simplicity of the present disclosure, only drawing references to Fig. 12 will be included in this paragraph.
  • the host computer provides user data.
  • the host computer provides the user data by executing a host application.
  • a second step 1220 the host computer initiates a transmission carrying the user data to the UE.
  • the base station transmits to the UE the user data which was carried in the transmission that the host computer initiated, in accordance with the teachings of the embodiments described throughout this disclosure.
  • the UE executes a client application associated with the host application executed by the host computer.
  • Fig. 13 is a flowchart illustrating a method implemented in a communication system, in accordance with one embodiment.
  • the communication system includes a host computer, a base station (e.g., embodying the device 100, the network node 900 and/or any one of the first network node and at least one second network node jointly performing the method 200) and a UE which may be those described with reference to Figs. 10 and 11. For simplicity of the present disclosure, only drawing references to Fig. 13 will be included in this paragraph.
  • the host computer provides user data.
  • the host computer provides the user data by executing a host application.
  • a second step 1320 the host computer initiates a transmission carrying the user data to the UE.
  • the transmission may pass via the base station, in accordance with the teachings of the embodiments described throughout this disclosure.
  • the UE receives the user data carried in the transmission.
  • the signal to interference ratio at a radio device can be written as wherein S(P) is the received signal power which is a function of the selected signal power P, IEVM(P) ' S the self-distortions (EVM) caused in the base station through hardware and/or algorithms which is a non-linear function of the selected power, N is the thermal noise in the system and linterceii(P) ' s the inter-cell interference which depends on the set of powers, P, and the system load L, that the neighboring cell (e.g., the same and/or one or more neighboring base stations) can select from.
  • S(P) is the received signal power which is a function of the selected signal power P
  • IEVM(P) ' S the self-distortions (EVM) caused in the base station through hardware and/or algorithms which is a non-linear function of the selected power
  • N is the thermal noise in the system
  • linterceii(P) ' s the inter-cell interference which depends on
  • Embodiments of the device 100 and the method 200 provides a good trade-off between the selected RF power and the introduced non-linear distortions. Also, it is a good compromise between cell-edge user performance, and inter-cell interference.
  • Embodiments can further dynamically (and/or semi-statically) select (also denoted as adaptively adjusting) a DL transmit power level.
  • the DL transmit power of a network node is based on multiple CSI measurements, where each reflects a unique hypothesis that the network node (also: base station) can select to use when serving a radio device (also: terminal).
  • the network node is enabled to select which DL transmit power level (or power backoff) to use based on the multiple CSI reports.
  • the adaptive scheme herein where the DL transmit power (also: output power) is adjusted depending on the served radio device (also: user) can provide as good coverage (e.g., from a cell center to a cell edge) as possible without sacrificing peak rates.
  • the CSI on which the selection of the DL transmit power level is based, properly reflects the DL transmit (also: output) power levels.
  • the inventive technique ensures that the network node (also: base station) can adaptively (e.g., dynamically and/or semi-statically) select a DL transmit power level (also: output power level, or shortly: output power) based on noise, interference and channel conditions limitations of the radio device (also: terminal) while also utilizing an optimal modulation configuration (e.g., comprising a MCS, Rl, and/or PMI) selection for the given radio device (e.g., user) and DL transmit power level (also: output power).
  • a DL transmit power level also: output power level, or shortly: output power
  • an optimal modulation configuration e.g., comprising a MCS, Rl, and/or PMI
  • radio devices e.g., terminals
  • cell edge radio devices e.g., terminals
  • high power efficiency and data rates as compared to using a larger backoff.
  • cell center radio devices e.g., terminals
  • High peak rates can be provided to (in particular cell center) radio devices, e.g., by using a high MCS.
  • Such embodiment of the technique can improve efficiency and/or coverage by reducing a PAPR while still being able to offer high (e.g., peak) data rates within the coverage area of the network (e.g., a cell and/or a network node).
  • high data rates can be provided in cell without penalizing performance for radio devices (also: terminals) at the cell edge.
  • Embodiments of the technique can lead to energy improvements at the level of a node equipment (e.g., at the power amplifiers of a network node).
  • the inventive technique can be applied to a Fourth Generation (4G) RAN, a Fifth Generation (5G) RAN, an evolved Node B (eNB) according the 3GPP LTE standard, and/or a next Generation Node B (eNB) according to the 3GPP New Radio (NR) standard.
  • the inventive technique can improve on limitless connectivity.

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  • Engineering & Computer Science (AREA)
  • Signal Processing (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Mobile Radio Communication Systems (AREA)

Abstract

La présente invention concerne une technique de sélection d'un niveau de puissance d'émission en liaison descendante (DL) (606; 608; 610; 612). Selon un aspect du procédé de la technique, des données sont transmises à au moins un dispositif radioélectrique (850; 1091; 1092; 1130) dans une cellule (804) d'un réseau d'accès radioélectrique, RAN (800; 1011). Le niveau de puissance d'émission DL (606; 608; 610; 612) est sélectionné pour la transmission (212) parmi une pluralité de niveaux de puissance d'émission DL (606; 608; 610; 612), la pluralité de niveaux de puissance d'émission DL (606; 608; 610; 612) dépendant d'une charge du réseau RAN (800; 1011) et/ou d'un brouillage causé par le réseau RAN (800; 1011).
PCT/EP2023/081841 2023-06-22 2023-11-15 Technique de sélection de puissance d'émission en liaison descendante Pending WO2024260572A1 (fr)

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