Collaborative neighbour relation information

    公开(公告)号:US12207137B2

    公开(公告)日:2025-01-21

    申请号:US17762556

    申请日:2019-09-23

    Abstract: An apparatus is provided, the apparatus being connectable to at least one user equipment by a radio connection, and being connectable to at least one centralized unit, the apparatus comprising at least one processor and at least one memory including computer program code, the at least one memory and the computer program code configured to, with the at least one processor, cause the apparatus at least to perform: sending to at least one centralized unit sharing information which concern information about sharing of same physical radio resources of the apparatus with more than one centralized unit.

    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).

    MACHINE LEARNING ASSISTED OPERATIONS CONTROL

    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.

    Mobility failure evidence-related operations

    公开(公告)号:US11601855B2

    公开(公告)日:2023-03-07

    申请号:US17371707

    申请日:2021-07-09

    Abstract: Systems, methods, apparatuses, and computer program products for mobility failure evidence-related operations. A UE may measure, record, and report a channel access waiting (CAW) time period that elapsed from having a handover-related message in a transmission buffer until a channel for transmission of the handover-related message was obtained or until an acknowledgement or negative acknowledgement from a receiver of the handover-related message was received. The CAW time period information may be provided to a network node, and the network node may control mobility robustness optimization based on the received information.

    Random access procedure reporting and improvement for wireless networks

    公开(公告)号:US11997722B2

    公开(公告)日:2024-05-28

    申请号:US17595354

    申请日:2019-05-23

    CPC classification number: H04W74/0833

    Abstract: According to an example embodiment, a method may include logging, by a user equipment, random access procedure information for one or more random access procedures of the user equipment; controlling receiving, by the user equipment from a base station, an information request including an indication of one or more random access procedure trigger types for which random access procedure information is being requested; and controlling sending, by the user equipment to the base station, a random access procedure report including the random access procedure information for the one or more indicated random access procedure trigger types.

    AI/ML data collection and usage possibly for MDTs

    公开(公告)号:US11622291B2

    公开(公告)日:2023-04-04

    申请号:US17395960

    申请日:2021-08-06

    Abstract: A UE transmits a capability message to an access node in a wireless network, indicating capability corresponding to ML of the UE at a current time instance. The UE receives a configuration message for radio measurements, indicating set(s) of parameters to be measured. The UE receives a configured capability in a message and matches the configured capability with the capability of the user equipment at the current time instance. The UE measures the set(s) of parameters. The UE uses ML to infer value(s) for at least one of the parameters based on the measured set(s) of parameters and based on the received configured capability. The UE reports the inferred value(s) for the at least one parameter. An access node receives the capability message, determines and sends the configuration message and configured capability receives the reporting.

    Information exchange through the interfaces for ML-based CHO

    公开(公告)号:US11516708B1

    公开(公告)日:2022-11-29

    申请号:US17313381

    申请日:2021-05-06

    Abstract: An apparatus includes circuitry configured to: initiate a conditional handover preparation for a conditional handover to change communication access for a user equipment from a source node to a target node; receive a cost from the target node following the conditional handover preparation; receive a cause indicating a trigger for sending the cost, an indication of a type of the cost, and a range for the cost, where the cause characterizes a value of the cost to indicate the type of the cost; the cost being based on resource utilization of the target node, the resource utilization being related to providing communication access for the user equipment following the conditional handover preparation; and adjust a policy related to an initiation of a subsequent conditional handover preparation for the user equipment to the target node, the policy adjusted based on the cost to enhance the resource utilization of the target node.

    Distinction of minimization drive test logging through different radio resource controller states

    公开(公告)号:US11895524B2

    公开(公告)日:2024-02-06

    申请号:US17603783

    申请日:2019-05-02

    CPC classification number: H04W24/10 H04W24/08 H04W76/27 H04W88/08

    Abstract: Systems, methods, apparatuses, and computer program products for distinguishing minimization of drive tests (MDT) logging through different radio resource controller (RRC) states. One method may include receiving, from a network element, a logged measurement configuration comprising specific content for a user equipment depending on a connection state of the user equipment. The method may also include validating the logged measurement configuration, wherein the validating is embodied by the network element prior to transitioning to a different user equipment state, or by a user equipment after entering a logging state, for which the logged measurement configuration was designated. The method may further include performing logging of a measurement according to the content of the logged measurement configuration. In addition, the method may include tagging the logged measurement. The method may also include transmitting the tagged logged measurement to the network element.

    COLLABORATIVE NEIGHBOUR RELATION INFORMATION

    公开(公告)号:US20220345943A1

    公开(公告)日:2022-10-27

    申请号:US17762556

    申请日:2019-09-23

    Abstract: An apparatus is provided, the apparatus being connectable to at least one user equipment by a radio connection, and being connectable to at least one centralized unit, the apparatus comprising at least one processor and at least one memory including computer program code, the at least one memory and the computer program code configured to, with the at least one processor, cause the apparatus at least to perform: sending to at least one centralized unit sharing information which concern information about sharing of same physical radio resources of the apparatus with more than one centralized unit.

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