公开(公告)号：US12245251B2

公开(公告)日：2025-03-04

申请号：US18324005

申请日：2023-05-25

Applicant: QUALCOMM Incorporated

Inventor： June Namgoong ,  Taesang Yoo ,  Naga Bhushan ,  Tingfang Ji ,  Krishna Kiran Mukkavili ,  Jay Kumar Sundararajan ,  Pavan Kumar Vitthaladevuni

IPC: H04W72/23 ,  H03F1/32 ,  H04L5/00 ,  H04W72/044

Abstract: Methods, systems, and devices for wireless communications are described. A first device and a second device may communicate via a channel. The first device may generate and transmit a reference signal, which may be a distortion probing reference signal with a high peak to average power ratio. In one implementation, the first device may use the reference signal as an input for a neural network model to learn a nonlinear response of the second device transmission components. In another implementation, the second device may sample the generated reference signal, and use the samples as inputs for a neural network model to learn the nonlinear response. The first device and the second device may exchange signaling based on learning the nonlinear response, and each device may compensate for the nonlinear response when communicating via the channel.

公开(公告)号：US12237947B2

公开(公告)日：2025-02-25

申请号：US18004839

申请日：2021-08-17

Applicant: QUALCOMM Incorporated

Inventor： June Namgoong ,  Taesang Yoo ,  Naga Bhushan ,  Pavan Kumar Vitthaladevuni ,  Jay Kumar Sundararajan ,  Wanshi Chen ,  Krishna Kiran Mukkavilli ,  Hwan Joon Kwon ,  Alexandros Manolakos ,  Tingfang Ji

IPC: H04L25/02 ,  G06N3/0455 ,  H04L25/03

Abstract: Various aspects of the present disclosure generally relate to wireless communication. In some aspects, a client may select, based at least in part on a classifier, an autoencoder of a set of autoencoders to be used for encoding an observed wireless communication vector to generate a latent vector. The client may transmit the latent vector and an indication of the autoencoder. Numerous other aspects are provided.

公开(公告)号：US12088378B2

公开(公告)日：2024-09-10

申请号：US17447778

申请日：2021-09-15

Applicant: QUALCOMM Incorporated

Inventor： Taesang Yoo ,  Pavan Kumar Vitthaladevuni ,  Naga Bhushan ,  Krishna Kiran Mukkavilli ,  Tingfang Ji ,  Hwan Joon Kwon ,  June Namgoong ,  Jay Kumar Sundararajan ,  Sooryanarayanan Gopalakrishnan ,  Wanshi Chen

IPC: H04J3/14 ,  G06N3/02 ,  H04B7/0417 ,  H04B7/06 ,  H04L5/00

CPC classification number: H04B7/0626 ,  G06N3/02 ,  H04B7/0417 ,  H04L5/0051

Abstract: A base station may precode a first reference signal using a first precoder (P1) and at least one second reference signal using at least one second precoder (P2). At least two UEs may measure the first reference signal and the at least one second reference signal, and transmit channel state feedback based on the measuring (m11 and m12 for a first UE, and m21 and m22 for a second UE). The channel state feedback may comprise channel state information compressed by at least one neural network. The base station may derive a higher-level precoder (W) for multiple-input multiple-output (MIMO) downlink transmission to the at least two UEs.

公开(公告)号：US20240250724A1

公开(公告)日：2024-07-25

申请号：US18156690

申请日：2023-01-19

Applicant: QUALCOMM Incorporated

Inventor： Seyong Park ,  Pinar Sen ,  Renqiu Wang ,  Peter Gaal ,  Naga Bhushan ,  Krishna Kiran Mukkavilli ,  Muhammad Sayed Khairy Abdelghaffar ,  Hwan Joon Kwon ,  Tingfang Ji

IPC: H04B7/0456 ,  H04B7/06

CPC classification number: H04B7/0456 ,  H04B7/063

Abstract: Methods, systems, and devices for wireless communications are described. A first wireless device may be configured to transmit one or more reference signals to a second wireless device using a first antenna array at the first wireless device and in accordance with a first precoder matrix. The first wireless device may receive, from the second wireless device based on the one or more reference signals, a feedback message indicating an estimated rotational misalignment, an estimated spatial misalignment, or both, between the first antenna array at the first wireless device and a second antenna array at the second wireless device. The first wireless device may then transmit a message to the second wireless device in accordance with a second precoder matrix that is modified relative to the first precoder matrix based at least in part on the estimated rotational misalignment, the estimated spatial misalignment, or both.

公开(公告)号：US12015947B2

公开(公告)日：2024-06-18

申请号：US17365510

申请日：2021-07-01

Applicant: QUALCOMM Incorporated

Inventor： Pavan Kumar Vitthaladevuni ,  Taesang Yoo ,  Naga Bhushan

IPC: H03M7/34 ,  G06N20/20 ,  H03M7/30 ,  H04W24/10 ,  H04W28/06

CPC classification number: H04W28/06 ,  G06N20/20 ,  H03M7/6011 ,  H04W24/10 ,  H03M7/3059

Abstract: Certain aspects of the present disclosure provide techniques for measurement encoding and decoding using neural networks to compress and decompress measurement data. One example method generally includes: generating, via each of a plurality of neural network encoders operating on measurement data, a compressed measurement based on a respective portion of the measurement data, wherein each of the neural network encoders is based on the same neural network model; generating at least one message indicative of the measurement data based on the compressed measurements; and transmitting the at least one message.

公开(公告)号：US11997656B2

公开(公告)日：2024-05-28

申请号：US17320030

申请日：2021-05-13

Applicant: QUALCOMM Incorporated

Inventor： Krishna Kiran Mukkavilli ,  Tingfang Ji ,  Naga Bhushan ,  Joseph Binamira Soriaga ,  John Edward Smee ,  Jing Jiang

IPC: H04W72/0446 ,  H04L1/1812 ,  H04L1/1829 ,  H04L1/1867 ,  H04L5/00 ,  H04L5/14 ,  H04W72/20 ,  H04W72/23

CPC classification number: H04W72/0446 ,  H04L1/1812 ,  H04L1/1861 ,  H04L1/1887 ,  H04L5/0055 ,  H04L5/0082 ,  H04L5/0091 ,  H04L5/14 ,  H04L5/1469 ,  H04W72/20 ,  H04W72/23 ,  H04L5/0026 ,  H04L5/0044

Abstract: Aspects of the present disclosure provide a subframe structure for time division duplex (TDD) carriers that can be entirely self-contained. That is, information transmitted on a TDD carrier may be grouped into subframes, where each subframe provides communication in both directions (e.g., uplink and downlink) in a suitable fashion to enable such communication without needing any further information in another subframe. For example, a single subframe may include scheduling information, data information corresponding to the scheduling information, and acknowledgment information corresponding to the data information.

公开(公告)号：US11984955B2

公开(公告)日：2024-05-14

申请号：US17801505

申请日：2020-04-17

Applicant: QUALCOMM Incorporated

Inventor： Bo Chen ,  Pavan Kumar Vitthaladevuni ,  Taesang Yoo ,  Naga Bhushan ,  Jay Kumar Sundararajan ,  Ruifeng Ma ,  June Namgoong ,  Krishna Kiran Mukkavilli ,  Hao Xu ,  Tingfang Ji

IPC: H04B7/06

CPC classification number: H04B7/0626 ,  H04B7/0695

Abstract: A method of wireless communication, by a user equipment (UE), includes receiving multiple neural network training configurations for channel state feedback (CSF). Each configuration corresponds to a different neural network framework. The method also includes training each of a group of neural network decoder/encoder pairs in accordance with the received training configurations. A method of wireless communication, by a base station, includes transmitting multiple neural network training configurations to a user equipment (UE) for channel state feedback (CSF). Each configuration corresponds to a different neural network framework. The method also includes receiving a neural network decoder/encoder pair trained in accordance with the training configurations.

公开(公告)号：US11968151B2

公开(公告)日：2024-04-23

申请号：US17675980

申请日：2022-02-18

Applicant: QUALCOMM Incorporated

Inventor： Yeliz Tokgoz ,  Jay Kumar Sundararajan ,  Krishna Kiran Mukkavilli ,  Hwan Joon Kwon ,  Naga Bhushan ,  Taesang Yoo ,  Tingfang Ji

IPC: H04W4/00 ,  H04B7/06 ,  H04L5/00 ,  H04W72/044 ,  H04W72/541

CPC classification number: H04L5/0073 ,  H04B7/0639 ,  H04L5/0082 ,  H04W72/046 ,  H04W72/541

Abstract: A method of wireless communication by a first network device includes predicting spatial inter-cell downlink interference experienced by a UE. The method also includes communicating with a second network device to reduce the spatial inter-cell downlink interference in a direction of the UE by protecting resources across selected resource sets.

公开(公告)号：US11949618B2

公开(公告)日：2024-04-02

申请号：US18194479

申请日：2023-03-31

Applicant: QUALCOMM Incorporated

Inventor： Hung Dinh Ly ,  June Namgoong ,  Taesang Yoo ,  Krishna Kiran Mukkavilli ,  Naga Bhushan ,  Tingfang Ji ,  Hwan Joon Kwon ,  Pavan Kumar Vitthaladevuni ,  Jay Kumar Sundararajan

IPC: H04L5/00 ,  H04B17/309

CPC classification number: H04L5/0048 ,  H04B17/309

Abstract: Methods, systems, and devices for wireless communications are described. A configuration for a reference signal used to determine a non-linear behavior of transmission components at a transmitting device may be determined. The configuration for the reference signal may be determined based on signaling transmitted by the transmitting device, signaling transmitted by a device that receives the reference signal, or both. Additionally, or alternatively, the configuration for the reference signal may be determined based on a configuration of other signals transmitted by the transmitting device prior to or concurrently with the transmission of the reference signal. The determined configuration may be used to generate and transmit the reference signal or to determine a configuration of a received reference signal. In both cases, a non-linear response of transmission components at the transmitting device may be determined based on the reference signal.

公开(公告)号：US11917441B2

公开(公告)日：2024-02-27

申请号：US17467969

申请日：2021-09-07

Applicant: QUALCOMM Incorporated

Inventor： Alexandros Manolakos ,  Weimin Duan ,  Seyedkianoush Hosseini ,  Linhai He ,  Jay Kumar Sundararajan ,  Wanshi Chen ,  Krishna Kiran Mukkavilli ,  Naga Bhushan

IPC: H04W24/10 ,  H04W64/00 ,  H04W72/23 ,  H04W72/566

CPC classification number: H04W24/10 ,  H04W64/006 ,  H04W72/23 ,  H04W72/566

Abstract: Disclosed are various techniques for wireless communication. In an aspect, a user equipment (UE) may identify at least one communication resource from a plurality of communication resources for transmitting a positioning report, wherein the plurality of communication resources for transmitting the positioning report have different priorities. The UE may transmit the positioning report via the at least one communication resource, wherein the at least one communication resource comprises at least one of a medium access control (MAC) control element (MAC-CE) logical channel ID or a signaling radio bearer (SRB).