公开(公告)号：US20240333356A1

公开(公告)日：2024-10-03

申请号：US18740247

申请日：2024-06-11

Applicant: QUALCOMM Incorporated

Inventor： Min HUANG ,  Chenxi HAO ,  Yu ZHANG ,  Chao WEI ,  Liangming WU ,  Qiaoyu LI

IPC: H04B7/06 ,  H04B7/0417

CPC classification number: H04B7/0626 ,  H04B7/0417 ,  H04B7/0634 ,  H04B7/0658

Abstract: Certain aspects of the present disclosure provide techniques for precoder matrix quantization for compressed channel state information (CSI) feedback. A method for wireless communications by a user equipment (UE) includes receiving a CSI report configuration for frequency domain compressed precoder matrix feedback. The CSI report configuration configures the UE to report, for a plurality of selected beams at a plurality of time domain taps, a frequency domain compression basis vector and a plurality of linear combination coefficients associated with the frequency domain compression. For each of the beams, the UE groups the time domain taps into at least first and second groups. The groups each can have zero, one, or more than one time domain taps. The UE quantizes the corresponding linear combination coefficients and/or frequency domain compression basis vectors based on the grouping.

公开(公告)号：US20240250773A1

公开(公告)日：2024-07-25

申请号：US18684216

申请日：2022-03-02

Applicant: QUALCOMM Incorporated

Inventor： Wei LIU ,  Thomas Joseph RICHARDSON ,  Liangming WU ,  Changlong XU ,  Ori SHENTAL ,  Hao XU

IPC: H04L1/00 ,  H03M7/40

CPC classification number: H04L1/0033 ,  H03M7/40

Abstract: Various aspects of the present disclosure generally relate to wireless communication. In some aspects, a transmitting node may determine a set of geometry-specific parameters based at least in part on a symbol sequence length n and a target distribution. The transmitting node may determine a sequence of K bits based at least in part on a plurality of information bits and a bit sequence length K. The transmitting node may map, based at least in part on a composition selected from a plurality of compositions, the sequence of K bits to a sequence of n symbols using arithmetic coding based at least in part on the set of geometry-specific parameters. The transmitting node may transmit the sequence of n symbols to a receiving node. Numerous other aspects are described.

公开(公告)号：US20240137253A1

公开(公告)日：2024-04-25

申请号：US18546705

申请日：2021-04-27

Applicant: QUALCOMM Incorporated

Inventor： Liangming WU ,  Kexin XIAO ,  Thomas Joseph RICHARDSON ,  Changlong XU ,  Ori SHENTAL ,  Kangqi LIU ,  Wei LIU ,  Hao XU

IPC: H04L27/00 ,  H03M7/40

CPC classification number: H04L27/0012 ,  H03M7/4006

Abstract: Wireless communications systems and methods related to an efficient arithmetic coding based multiple composition distribution matcher (MCDM) are provided. A wireless communication device selects, based on a first value representing a sequence of bits, a first composition from a plurality of compositions. Each composition of the plurality of compositions includes a different modulation symbol distribution associated with a modulation scheme. The wireless communication device encodes, based on the first composition, the sequence of bits into a sequence of symbols using arithmetic coding. The wireless communication device transmits a communication signal including the sequence of symbols.

公开(公告)号：US20240048325A1

公开(公告)日：2024-02-08

申请号：US18245853

申请日：2020-11-06

Applicant: QUALCOMM Incorporated

Inventor： Chenxi HAO ,  Yu ZHANG ,  Liangming WU ,  Wei XI ,  Hao XU

IPC: H04L5/00 ,  H04W24/08

CPC classification number: H04L5/0051 ,  H04W24/08

Abstract: Certain aspects of the present disclosure relate to wireless communications, and more particularly, to techniques for channel state information (CSI) reference signal (RS) resource aggregation.

公开(公告)号：US20240039659A1

公开(公告)日：2024-02-01

申请号：US18257566

申请日：2021-02-11

Applicant: QUALCOMM Incorporated

Inventor： Liangming WU ,  Hao XU ,  Qiaoyu LI ,  Chenxi HAO ,  Rui HU ,  Yu ZHANG ,  Yuwei REN

IPC: H04L1/18 ,  H04W8/24 ,  H04W72/20 ,  H04L41/16

CPC classification number: H04L1/18 ,  H04W8/24 ,  H04W72/20 ,  H04L41/16

Abstract: Methods, systems, and devices for wireless communications are described. The method includes transmitting, to a base station, a capability parameter indicating one or more predictive retransmission feedback capabilities of the UE, receiving, from the base station, an activation indicator that indicates a predictive retransmission feedback procedure is enabled, receiving data from the base station, and transmitting a predictive retransmission feedback associated with the data to the base station, the predictive retransmission feedback being computed, in accordance with the activation indicator, prior to completing a decoding of the data.

公开(公告)号：US20240014921A1

公开(公告)日：2024-01-11

申请号：US18252648

申请日：2021-01-19

Applicant: QUALCOMM Incorporated

Inventor： Jian LI ,  Changlong XU ,  Kangqi LIU ,  Liangming WU ,  Hao XU

IPC: H04L1/00

CPC classification number: H04L1/0002 ,  H04L1/0041 ,  H04L1/0026

Abstract: Aspects of the present disclosure relate to selection of a coding rate for forward error correction coding associated with Fountain code encoding. According to some aspects, a wireless device may determine a plurality of block error rates associated with a channel between the wireless device and a second device, the plurality of block error rates being associated with a plurality of coding rates. The wireless device may select a coding rate from the plurality of coding rates for forward error correction coding based on the plurality of block error rates and the plurality of coding rates. The wireless device may encode a source data packet using a Fountain code to produce a codeword, and perform the forward error correction coding on the codeword based on the selected coding rate to produce a transmit signal. The wireless device may transmit the transmit signal to the second device.

公开(公告)号：US20230413070A1

公开(公告)日：2023-12-21

申请号：US18030261

申请日：2020-12-14

Applicant: QUALCOMM Incorporated

Inventor： Qiaoyu LI ,  Hao XU ,  Liangming WU

IPC: H04W24/02 ,  H04W72/04 ,  G06N3/098

CPC classification number: H04W24/02 ,  G06N3/098 ,  H04W72/04

Abstract: A method performed by a user equipment (UE) generates local gradients for a federated learning task. The method calculates a gradient Sum-Power level based on the local gradients. The method receives a mapping between gradient Sum-Power levels and scaling factors for channel inversion coefficients to process a data block into an unencoded uplink signal. The method also determines a channel inversion coefficient based on a scaling factor obtained from the mapping and the calculated gradient Sum-Power level. The method applies analog modulation and the channel inversion coefficient to the data block to form the unencoded uplink signal. The method further transmits, to a network, the unencoded uplink signal on shared uplink resources for an over-the-air computation of global gradients for the federated learning task.

公开(公告)号：US20230397172A1

公开(公告)日：2023-12-07

申请号：US18249191

申请日：2020-12-29

Applicant: QUALCOMM Incorporated

Inventor： Qiaoyu LI ,  Hao XU ,  Yu ZHANG ,  Chenxi HAO ,  Chao WEI ,  Rui HU ,  Liangming WU ,  Ruiming ZHENG ,  Yin HUANG ,  Yuwei REN

IPC: H04W72/044 ,  G06N20/00 ,  H04W28/02 ,  H04L41/16

CPC classification number: H04W72/044 ,  G06N20/00 ,  H04W28/0252 ,  H04L41/16

Abstract: Methods, systems, and devices for wireless communications are described that support signaling of compressed gradient vectors in a machine learning system that utilizes federated learning. The compressed gradient vectors may be used to report stochastic gradients from multiple edge devices (e.g., multiple user equipment (UE) devices) that are combined into a global model at an edge server (e.g., a base station). A base station may configure a UE with one or more parameters for quantizing a local stochastic gradient, and for reporting the quantized local stochastic gradient in a set of compressed gradient vectors. Each vector of the compressed gradient vectors may be associated with a different stage of a multi-stage compression procedure for reporting the local stochastic gradient, and multiple reports from multiple UEs may be aggregated in a federated learning procedure associated with a machine learning algorithm.

公开(公告)号：US20230396355A1

公开(公告)日：2023-12-07

申请号：US18249922

申请日：2020-12-14

Applicant: QUALCOMM INCORPORATED

Inventor： Kangqi LIU ,  Liangming WU ,  Changlong XU ,  Jian LI ,  Hao XU ,  Ruiming ZHENG

IPC: H04L1/00

CPC classification number: H04L1/0003 ,  H04L1/0061 ,  H04L1/0009

Abstract: Methods, systems, and devices for wireless communications are described. A rateless code may be used to generate n encoded packets based on a set of source packets. A modulation technique may be used to generate first symbol packets from the encoded packets. And a layered modulation technique may be used to generate coded symbol packets from the first symbol packets. The layered modulation technique may include generating a coded symbol packet from a group of first symbol packets. Different weights may be applied to the different first symbol packets included in the group of first symbol packets before the first symbol packets in the group are combined together. A receiving device may demodulate the transmitted coded symbol packets to reconstruct the group of first symbol packets, use the reconstructed group of first symbol packets to recover the encoded packets, and use the encoded packets to reconstruct the source packets.

公开(公告)号：US20230361913A1

公开(公告)日：2023-11-09

申请号：US18245144

申请日：2020-11-18

Applicant: QUALCOMM Incorporated

Inventor： Liangming WU ,  Changlong XU ,  Jian LI ,  Kangqi LIU ,  Kexin XIAO ,  Hao XU

IPC: H04L1/00

CPC classification number: H04L1/0042 ,  H04L1/0075

Abstract: Methods, systems, and devices for wireless communications are described. A user equipment (UE) may receive, from a base station, a configuration indicating a set of encoding parameters corresponding to a constellation shaping encoding process. The UE may calculate a number of bits of a first subset of a source bit stream, and the first subset of the source bit stream may include or encompass an input to a distribution matcher. The UE may apply, to the first subset, a distribution matcher parameter based on the set of encoding parameters. The UE may calculate a number of bits of a second subset of the source bit stream, and the second subset of the source bit stream may be concatenated with an output bit stream of the distribution matcher as an input to a channel encoder. The UE may signal the source bit stream to the base station.