SYSTEM AND METHOD FOR AI AND ML BASED CSI PREDICTION IN NR

    公开(公告)号:US20250132846A1

    公开(公告)日:2025-04-24

    申请号:US18924473

    申请日:2024-10-23

    Abstract: A system and a method are disclosed for artificial intelligence (AI) and machine learning (ML) based channel state information (CSI) prediction. The method includes receiving, by a user equipment (UE), a CSI reference signal (RS) from a base station; storing, by the UE, a series of CSI measurements corresponding to the received CSI-RS; receiving, by the UE, a CSI report configuration including an indication that artificial intelligence machine learning (AIML) CSI prediction is applied; in response to receiving the indication that AIML CSI prediction is applied, generating, by the UE, a predicted CSI based on the stored CSI measurements using a trained AIML model; and transmitting, by the UE, the predicted CSI to the base station.

    SYSTEMS, METHODS, AND DEVICES FOR BEAM MANAGEMENT FOR RANDOM ACCESS

    公开(公告)号:US20240381445A1

    公开(公告)日:2024-11-14

    申请号:US18783406

    申请日:2024-07-24

    Abstract: A method for random access in a communication network may include detecting a first candidate beam at a UE, detecting a second candidate beam at the UE, transmitting, from the UE, one or more first messages of a random access procedure, and indicating, by the one or more first messages, the first candidate beam and the second candidate beam. Another method for random access in a communication network may include detecting a first candidate beam at a UE, detecting a second candidate beam at the UE, receiving, at the UE, traffic information for the first candidate beam and the second candidate beam, selecting the first candidate beam based on the traffic information, and transmitting, based on the selecting, a first message of a random access procedure using the first candidate beam. The traffic information comprises load information.

    UE CAPABILITY SIGNALING DESIGN FOR ONE OR MORE FUNCTIONALITIES WITH DIFFERENT APPLICATION RESTRICTIONS IN DIFFERENT RELEASES OF A CELLULAR COMMUNICATION SPECIFICATION

    公开(公告)号:US20240357344A1

    公开(公告)日:2024-10-24

    申请号:US18748541

    申请日:2024-06-20

    Inventor: Jung Hyun BAE

    CPC classification number: H04W8/24

    Abstract: Disclosed is a method of reporting capability signaling of a user equipment (UE) in consideration of a first telecommunications standard release and a second telecommunications standard release. The method includes determining that the capability signaling of the UE may be reported according to the first telecommunications standard release and the second telecommunication standard release; and reporting the capability signaling of the UE according to the second telecommunication standard release instead of the first telecommunication standard release, wherein a level of controllability of the UE in the second telecommunication standard release is greater than or equal to a level of controllability of the UE in the first telecommunication standard release.

    SYSTEM AND METHOD FOR PROCESSING CSI-RS IN FULL DUPLEX OPERATION MODE

    公开(公告)号:US20240283603A1

    公开(公告)日:2024-08-22

    申请号:US18416369

    申请日:2024-01-18

    CPC classification number: H04L5/0051 H04L5/14

    Abstract: A system and a method are disclosed for a terminal in a wireless communication system. The method includes monitoring for at least one of a first condition or a second condition, wherein the first condition includes a CSI-RS or a PDSCH overlapping with an uplink subband in a subband full-duplex operation and becoming non-contiguous in a frequency domain, and wherein the second condition includes different network antenna patterns or power patterns being used in a network energy saving operation for transmission of the CSI-RS; and relaxing processing requirements related to at least one of a processing timeline or occupied computational resources, in response to the first condition or the second condition occurring.

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