METHODS FOR COMMUNICATING TRAINING DATA TO A MACHINE LEARNING SERVER FOR BLOCKAGE MODELING AND BLOCKAGE MITIGATION

    公开(公告)号:US20240322869A1

    公开(公告)日:2024-09-26

    申请号:US18188282

    申请日:2023-03-22

    CPC classification number: H04B7/0456 H04B7/0634 H04L41/16

    Abstract: Methods, systems, and devices for wireless communication are described. A user equipment (UE) may generate blockage transformation information associated with one or more blockage scenarios based on one or more adaptive beam weights used for blockage mitigation at the UE associated with respective positions of a body or hand relative to one or more antennas of the UE. The blockage transformation information may include an indication of a transformation matrix used for a transformation of a first electric field matrix associated with a non-blockage scenario to a second electric field matrix associated with a blockage scenario. The UE may transmit a message indication the blockage transformation information to a machine learning server, which may generate adaptive beam weights for hand or body blockage mitigation based on messages received from multiple UEs. The machine learning server may transmit the adaptive beam weights to a UE entering a network.

    Channel statistics based adaptive beam weight estimation

    公开(公告)号:US12068830B2

    公开(公告)日:2024-08-20

    申请号:US18354482

    申请日:2023-07-18

    CPC classification number: H04B7/0857 H04B7/0888 H04L25/021 H04L25/0242

    Abstract: Methods, systems, and devices for wireless communications are described. In some examples, a user equipment (UE) may receive a control message indicating a set of sampling beams defined for the UE. The UE may measure a set of received signal strengths for communications from a wireless node associated with a set of linear combinations of sampling beams from the set of sampling beams defined at the UE. The UE may calculate a set of entries of a channel covariance matrix based on the set of received signal strengths of the set of linear combinations of the sampling beams from the set of sampling beams defined for the UE. As such, the UE may communicate with the wireless node based on applying a set of beam weights to an antenna array of the UE. In some examples, the set of beam weights may be based on the channel covariance matrix.

    Machine learning based antenna selection

    公开(公告)号:US12057915B2

    公开(公告)日:2024-08-06

    申请号:US17933648

    申请日:2022-09-20

    Abstract: A method for wireless communication at a UE is disclosed herein. The method includes transmitting a first indication of an obstruction of at least a portion of a plurality of antenna elements of the UE. The method includes receiving a second indication of at least two antenna elements of the plurality of antenna elements, where the second indication is based on the first indication and a set of usage patterns of a plurality of UEs. The method includes combining the at least two antenna elements in the plurality of antenna elements based on the second indication. The method includes transmitting or receiving first data or at least one signal via the combined at least two antenna elements.

    TECHNIQUES FOR BEAMFORMING REPORTING USING ACTIVE INTELLIGENT REFLECTIVE SURFACE EMULATIONS WITHIN A USER EQUIPMENT

    公开(公告)号:US20240223249A1

    公开(公告)日:2024-07-04

    申请号:US18148686

    申请日:2022-12-30

    CPC classification number: H04B7/0617 H04B7/0626 H04W24/10

    Abstract: Methods, systems, and devices for wireless communications are described. A first wireless device may receive control signaling indicating a channel state information reference signal-resource indicator (CRI) for beam reporting, and receive a set of channel state information reference signals (CSI-RSs) in accordance with the CRI. The first wireless device may transmit a beam report indicating a first and second beamforming configurations associated with the CRI, where the first beamforming configuration is associated with an antenna module at the first wireless device, and where the second beamforming configuration is associated with the antenna module and one or more passive devices configured to reflect signal energy to or from the antenna module. The first wireless device may then communicate one or more messages with the second wireless device in accordance with the first beamforming configuration, the second beamforming configuration, or both.

    Configuring antenna array thinning operations at wireless devices

    公开(公告)号:US12015460B1

    公开(公告)日:2024-06-18

    申请号:US18064523

    申请日:2022-12-12

    CPC classification number: H04B7/0608 H04B7/086

    Abstract: Various aspects of the present disclosure generally relate to wireless communication. In some aspects, a receiving device may receive an indication of at least one factor associated with an antenna array thinning operation at a transmitting device. Accordingly, the receiving device may adjust at least one reception parameter at the receiving device based at least in part on the at least one factor. Similarly, a transmitting device may transmit an indication of at least one factor associated with antenna array thinning operation. Accordingly, the transmitting device may perform the antenna array thinning operation based at least in part on the at least one factor. Numerous other aspects are described.

    BEAMFORMING PARAMETER ADAPTATION TECHNIQUES FOR WIRELESS COMMUNICATIONS SYSTEMS

    公开(公告)号:US20240163856A1

    公开(公告)日:2024-05-16

    申请号:US18486115

    申请日:2023-10-12

    CPC classification number: H04W72/0453 H04B7/0456 H04W24/10 H04W72/56

    Abstract: This disclosure provides systems, methods and apparatus, including computer programs encoded on computer storage media, for beamforming parameter adaptation techniques. In one aspect, a first wireless device may receive a capability message from at least a second wireless device in a wireless communications system, the capability message indicating a default operating frequency of the second wireless device, a default operating frequency priority of the second wireless device, or both. That is, the second wireless device may transmit the capability message. The first wireless device may transmit, and at least the second wireless device may receive, an indication of the one or more codebook parameters. The one or more codebook parameters may indicate a default operating frequency for the wireless communications system. The first wireless device and the second wireless device may communicate with at least the second wireless device in accordance with the one or more codebook parameters.

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