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    CENTRALIZED MACHINE LEARNING MODEL CONFIGURATIONS
    1.
    发明申请
    CENTRALIZED MACHINE LEARNING MODEL CONFIGURATIONS 有权

    公开(公告)号：US20250126444A1

    公开(公告)日：2025-04-17

    申请号：US18832054

    申请日：2022-03-31

    Applicant: QUALCOMM Incorporated

    Inventor： Juan ZHANG ,  Xipeng ZHU ,  Rajeev KUMAR ,  Shankar KRISHNAN

    IPC: H04W4/30 ,  G06N20/00

    Abstract: Methods, systems, and devices for wireless communications are described. A UE may be configured with a machine learning model by a core network to perform analytics, training, or inferences. The UE may indicate capability information to a core network entity, including a list of machine learning models supported at the UE. A centralized core network entity may manage different machine learning models and may send information for a machine learning model to the UE, such as through another core network entity. The UE or the core network may initiate the configuration. For example, the UE may request to be configured with a machine learning model. The core network may send control signaling that indicates a configuration for the machine learning model to the UE. The UE may perform analytics based on the machine learning model.

    INTEGRATED ACCESS AND BACKHAUL DATA COLLECTION
    3.
    发明公开
    INTEGRATED ACCESS AND BACKHAUL DATA COLLECTION 审中-公开

    公开(公告)号：US20240276246A1

    公开(公告)日：2024-08-15

    申请号：US18568390

    申请日：2022-06-28

    Applicant: QUALCOMM Incorporated

    Inventor： Rajeev KUMAR ,  Karl Georg HAMPEL ,  Gavin Bernard HORN ,  Xipeng ZHU ,  Shankar KRISHNAN

    IPC: H04W24/02 ,  H04L41/12 ,  H04W24/04 ,  H04W28/02

    CPC classification number: H04W24/02 ,  H04L41/12 ,  H04W24/04 ,  H04W28/0236

    Abstract: Various aspects of the present disclosure generally relate to wireless communication. In some aspects, an apparatus of a central or management entity of an integrated access and backhaul (IAB) network may receive a report indicating one or more of a failure associated with a communication link associated with an IAB node included in the IAB network or a quality of service (QoS) associated with the communication link. The apparatus may modify a topography of the IAB network or routing within the IAB network when the report indicates the failure associated with the communication link. The apparatus may verify a QoS associated with the IAB network when the report indicates the QoS associated with the communication link. Numerous other aspects are described.

    FEDERATED LEARNING IN A DISAGGREGATED RADIO ACCESS NETWORK
    6.
    发明公开
    FEDERATED LEARNING IN A DISAGGREGATED RADIO ACCESS NETWORK 审中-公开

    公开(公告)号：US20230297875A1

    公开(公告)日：2023-09-21

    申请号：US17696712

    申请日：2022-03-16

    Applicant: QUALCOMM Incorporated

    Inventor： Eren BALEVI ,  Taesang YOO ,  Rajeev KUMAR ,  Shankar KRISHNAN ,  Aziz GHOLMIEH ,  Xipeng ZHU

    IPC: G06N20/00 ,  G06K9/62 ,  H04W8/18

    CPC classification number: G06N20/00 ,  G06K9/6256 ,  H04W8/18 ,  H04W88/085

    Abstract: Disclosed are systems and techniques for wireless communications. For instance, a network entity can determine a first data heterogeneity level associated with input data for training a machine learning model. In some cases, the network entity can determine, based on the first data heterogeneity level, a first data aggregation period for training the machine learning model. In some aspects, the network entity may obtain a first set of updated model parameters from a first client device and a second set of updated model parameters from a second client device, wherein the first set of updated model parameters and the second set of updated model parameters are based on the first data aggregation period. In some examples, the network entity can combine the first set of updated model parameters and the second set of updated model parameters to yield a first combined set of updated model parameters.

    NESTED CONDITIONAL MOBILITY PROCEDURES
    8.
    发明申请
    NESTED CONDITIONAL MOBILITY PROCEDURES 有权

    公开(公告)号：US20230047617A1

    公开(公告)日：2023-02-16

    申请号：US17398876

    申请日：2021-08-10

    Applicant: QUALCOMM Incorporated

    Inventor： Rajeev KUMAR ,  Punyaslok PURKAYASTHA ,  Ozcan OZTURK ,  Aziz GHOLMIEH

    IPC: H04W36/00 ,  H04W36/30

    Abstract: Aspects of the present disclosure provide apparatus, methods, processing systems, and computer readable mediums for a nested conditional mobility procedure. In some cases, a method for wireless communications by a UE generally includes receiving configuration information configuring the UE for conditional handover (CHO) from a source master node (S-MN) to a target master node (T-MN) and for conditional primary secondary cell (PSCell) addition or change (CPAC) and performing a nested procedure based on an evaluation of conditions for both CHO and CPAAC in accordance with the configuration information.

    EVENT TRIGGERED MEASUREMENT LOGGING
    9.
    发明申请
    EVENT TRIGGERED MEASUREMENT LOGGING 有权

    公开(公告)号：US20220312230A1

    公开(公告)日：2022-09-29

    申请号：US17652897

    申请日：2022-02-28

    Applicant: QUALCOMM Incorporated

    Inventor： Rajeev KUMAR ,  Masato KITAZOE ,  Shankar KRISHNAN ,  Xipeng ZHU ,  Umesh PHUYAL ,  Ozcan OZTURK ,  Gavin Bernard HORN

    IPC: H04W24/02 ,  H04W24/10

    Abstract: Various aspects of the present disclosure generally relate to wireless communication. In some aspects, a user equipment (UE) may receive, from a network entity, a logged measurement configuration that defines an event for event triggered measurement logging, wherein the event is associated with a radio access technology (RAT)-specific coverage hole or a frequency specific coverage hole. The UE may perform, based at least in part on the logged measurement configuration, measurement logging based at least in part on an occurrence of the event associated with the RAT-specific coverage hole or the frequency specific coverage hole. Numerous other aspects are described.

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