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    MACHINE LEARNING MODELS FOR PREDICTIVE RESOURCE MANAGEMENT
    2.
    发明申请
    MACHINE LEARNING MODELS FOR PREDICTIVE RESOURCE MANAGEMENT 有权

    公开(公告)号：US20250105929A1

    公开(公告)日：2025-03-27

    申请号：US18834119

    申请日：2022-03-08

    Applicant: QUALCOMM INCORPORATED

    Inventor： Qiaoyu Li ,  Arumugam Chendamarai Kannan ,  Himanshu Joshi ,  Taesang Yoo ,  Mahmoud Taherzadeh Boroujeni ,  Tao Luo

    IPC: H04B17/24 ,  H04B17/318 ,  H04B17/373 ,  H04W24/02

    Abstract: Methods, systems, and devices for wireless communications are described. A network entity may transmit, and a user equipment (UE) may receive, signaling identifying a configuration of a set of multiple machine learning (ML) models for channel characteristic prediction. The channel characteristic prediction may include a channel characteristic prediction for each ML model of the set of multiple ML models based on a respective reference signal resource of the set of multiple reference signal resources. The network entity may obtain an input to the set of multiple ML models based on performing one or more measurements associated with the set of multiple reference signal resources. The network entity may output, and the UE may obtain, the input. The UE may process the input using at least one ML model of the set of multiple ML models to obtain the channel characteristic prediction of the at least one ML model.

    Channel state information scheduling request
    6.
    发明授权
    Channel state information scheduling request 有权

    公开(公告)号：US12082021B2

    公开(公告)日：2024-09-03

    申请号：US17154397

    申请日：2021-01-21

    Applicant: QUALCOMM Incorporated

    Inventor： Vinay Chande ,  Arumugam Chendamarai Kannan ,  Yan Zhou ,  Xiaoxia Zhang ,  Tao Luo

    IPC: H04W24/10

    CPC classification number: H04W24/10

    Abstract: Methods, systems, and devices for wireless communications are described. A user equipment (UE) may support channel state information (CSI) operations, such as CSI reporting. A UE may identify a change in CSI pertaining to communications with a base station or any other change in communications with a base station. The UE may transmit, to the base station and based on the change in CSI, a CSI scheduling request, which may include an indication to activate or grant resources for a CSI report transmission from the UE to the base station. The UE may receive, from the base station, a CSI report trigger based on the CSI scheduling request, and transmit, in response to receipt of the CSI report trigger, a CSI report over a physical layer uplink channel (e.g., a physical uplink shared channel (PUSCH)).

    FRAME BASED OPERATION FOR MILLIMETER WAVE (MMWAVE) WITH RECEIVER BASED CONTENTION
    9.
    发明公开
    FRAME BASED OPERATION FOR MILLIMETER WAVE (MMWAVE) WITH RECEIVER BASED CONTENTION 审中-公开

    公开(公告)号：US20240205927A1

    公开(公告)日：2024-06-20

    申请号：US18538829

    申请日：2023-12-13

    Applicant: QUALCOMM Incorporated

    Inventor： Srinivas Yerramalli ,  Arumugam Chendamarai Kannan ,  Vinay Chande ,  Xiaoxia Zhang ,  Tao Luo

    IPC: H04W72/23 ,  H04L5/00 ,  H04W72/044 ,  H04W72/542

    CPC classification number: H04W72/23 ,  H04L5/0048 ,  H04W72/046 ,  H04W72/542 ,  H04W72/044

    Abstract: This disclosure provides systems, methods, and apparatus, including computer programs encoded on computer storage media, for frame based operation and medium contention procedures in wireless networks. In some aspects, devices of a wireless network may perform receiver side contention operations. To illustrate, reference signals from a receiving device may be transmitted to a transmitting device and used by the transmitting device to estimate interference for transmitter side transmissions. Such receiver side reference signals may more accurately reflect the interference profile that transmissions sent by the transmitting device will face, such as when operating in a spectrum shared with many devices. The transmitting device may utilize the beam(s) that satisfy interference criteria when receiving the reference signals to transmit data. Receiver side frame based operation may provide a more stable interference profile which enables better rate prediction, and the better rate prediction may increase reliability and overall network and medium throughput.

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