Radio resource control procedures for machine learning

    公开(公告)号:US12120774B2

    公开(公告)日:2024-10-15

    申请号:US17637228

    申请日:2019-09-13

    CPC classification number: H04W8/24 G06N20/00 H04W24/10

    Abstract: An example method, apparatus, and computer-readable storage medium are provided for radio resource control (RRC) procedures for machine learning (ML). In an example implementation, the method may include receiving, by a user equipment (UE), machine learning (ML) configuration from a network node; collecting, by the user equipment (UE), machine learning (ML) data based at least on the machine learning (ML) configuration received from the network node, the machine learning (ML) data being collected from one or more layers of the user equipment (UE) in a coordinated manner; and transmitting, by the user equipment (UE), the collected machine learning (ML) data to the network node. In another example implementation, the method may include transmitting, by a network node, machine learning (ML) configuration to a user equipment (UE); and receiving, by the network node, machine learning (ML) data from the user equipment (UE), the machine learning (ML) data received in response to the machine learning (ML) configuration transmitted to the user equipment (UE).

    Network slice-specific access barring for wireless networks

    公开(公告)号:US12108324B2

    公开(公告)日:2024-10-01

    申请号:US16638267

    申请日:2018-08-02

    CPC classification number: H04W48/06 H04W48/04 H04W48/18 H04W76/27

    Abstract: A technique includes detecting, by a user device, a network slice associated with an access attempt by the user device to access a wireless network, and making, by the user device, a barring decision for the access attempt based on the network slice associated with the access attempt. Another example technique may include receiving, by a base station from one or more core network entities within a wireless network, network slice-specific load information that indicates a load for each of one or more network slices, determining, by the base station based on the received network slice-specific load information, a barring configuration that indicates a set of barring parameters for one or more access categories, and sending, by the base station to a user device, the barring configuration to reduce a load on the wireless network.

    Methods and apparatuses for prioritized random access during handover

    公开(公告)号:US11930405B2

    公开(公告)日:2024-03-12

    申请号:US16965707

    申请日:2018-02-14

    CPC classification number: H04W36/0055 H04W74/0833

    Abstract: Systems, methods, apparatuses, and computer program products for prioritized random access during handover are provided. One method may include transmitting, by a source network node, a handover request to a target network node. The handover request may include an indication of a recognition of prioritized random access for a user equipment. The method may also include receiving an acknowledgement from the target network node, building a reconfiguration message, for the user equipment, comprising a prioritized set of random access parameters, and transmitting, to the user equipment, the reconfiguration message comprising the prioritized set of random access parameters.

    MACHINE LEARNING ASSISTED OPERATIONS CONTROL
    26.
    发明公开

    公开(公告)号:US20230209384A1

    公开(公告)日:2023-06-29

    申请号:US17997099

    申请日:2020-04-28

    CPC classification number: H04W24/10 H04L41/16

    Abstract: As an aspect, there is provided an apparatus, caused at least to: receive, by a user device from an access node, a measurement configuration for training of a machine learning operations control model, the measurement configuration comprising an indication of at least one parameter to be measured and at least one acceptance condition for measurement values; obtain at least one measurement value; compare the at least one measurement value to the at least one acceptance condition for defining usability of the at least one measurement value for the training, and when the at least one measurement value is usable for the training, carry out the training of the operations control model, and when the at least one measurement value is not usable for the training, transmit the at least one measurement value to the access node.

    EVALUATION OF DL IP SCHEDULED THROUGHPUT FOR INTER ENB CARRIER AGGREGATION

    公开(公告)号:US20230085881A1

    公开(公告)日:2023-03-23

    申请号:US18059414

    申请日:2022-11-28

    Abstract: Method, comprising determining sizes of first and second data received at PCell for transmission to UE and of secondary parts of the first and second data transmitted from PCell to SCell for transmission to UE; deciding first and second initial times of the transmission of the respective data; deciding first and second primary final times indicating an end of transmission of the respective primary parts; monitoring an indication of a throughput of SCell; obtaining a transmission delay from PCell to SCell; estimating first and second secondary final times based on transmission delay, size of the respective secondary part, and the throughput; identifying first and second latest final times among the respective primary and secondary final times; calculating first and second throughputs of the transmission of the respective data based on the size of the respective data and a respective duration between the respective initial time and latest final time.

    Evaluation of DL IP scheduled throughput for inter eNB carrier aggregation

    公开(公告)号:US11523407B2

    公开(公告)日:2022-12-06

    申请号:US17045461

    申请日:2018-04-06

    Abstract: Method, comprising determining sizes of first and second data received at PCell for transmission to UE and of secondary parts of the first and second data transmitted from PCell to SCell for transmission to UE; deciding first and second initial times of the transmission of the respective data; deciding first and second primary final times indicating an end of transmission of the respective primary parts; monitoring an indication of a throughput of SCell; obtaining a transmission delay from PCell to SCell; estimating first and second secondary final times based on transmission delay, size of the respective secondary part, and the throughput; identifying first and second latest final times among the respective primary and secondary final times; calculating first and second throughputs of the transmission of the respective data based on the size of the respective data and a respective duration between the respective initial time and latest final time.

    EVALUATION OF DL IP SCHEDULED THROUGHPUT FOR INTER ENB CARRIER AGGREGATION

    公开(公告)号:US20210176772A1

    公开(公告)日:2021-06-10

    申请号:US17045461

    申请日:2018-04-06

    Abstract: Method, comprising determining sizes of first and second data received at PCell for transmission to UE and of secondary parts of the first and second data transmitted from PCell to SCell for transmission to UE; deciding first and second initial times of the transmission of the respective data; deciding first and second primary final times indicating an end of transmission of the respective primary parts; monitoring an indication of a throughput of SCell; obtaining a transmission delay from PCell to SCell; estimating first and second secondary final times based on transmission delay, size of the respective secondary part, and the throughput; identifying first and second latest final times among the respective primary and secondary final times; calculating first and second throughputs of the transmission of the respective data based on the size of the respective data and a respective duration between the respective initial time and latest final time.

    METHODS AND APPARATUSES FOR PRIORITIZED RANDOM ACCESS DURING HANDOVER

    公开(公告)号:US20210037434A1

    公开(公告)日:2021-02-04

    申请号:US16965707

    申请日:2018-02-14

    Abstract: Systems, methods, apparatuses, and computer program products for prioritized random access during handover are provided. One method may include transmitting, by a source network node, a handover request to a target network node. The handover request may include an indication of a recognition of prioritized random access for a user equipment. The method may also include receiving an acknowledgement from the target network node, building a reconfiguration message, for the user equipment, comprising a prioritized set of random access parameters, and transmitting, to the user equipment, the reconfiguration message comprising the prioritized set of random access parameters.

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