Methods for Mobility Setting Adjustment based on Predictions

    公开(公告)号:US20240196274A1

    公开(公告)日:2024-06-13

    申请号:US18554535

    申请日:2022-04-27

    摘要: Embodiments include methods for a first network node of a wireless network. Such methods include sending, to a second network node in the wireless network, a first message comprising an indication of predicted future adjustments of mobility-related settings, of the first network node, for mobility of users between a coverage area of the first network node and an adjacent coverage area of the second network node. Such methods include receiving, from the second network node in response to the first message, a second message indicating one or more of the following: acknowledgement, confirmation, or rejection of the predicted future adjustments; and corresponding adjustments of mobility-related settings for the second network node. Other embodiments include complementary methods for a second network node and a third network node, as well as network nodes configured to perform such methods.

    METHOD FOR MONITORING PERFORMANCE OF AN ARTIFICIAL INTELLIGENCE (AI)/MACHINE LEARNING (ML) MODEL OR ALGORITHM

    公开(公告)号:US20240243984A1

    公开(公告)日:2024-07-18

    申请号:US18290783

    申请日:2022-08-05

    IPC分类号: H04L43/08 H04L41/16

    CPC分类号: H04L43/08 H04L41/16

    摘要: Monitoring the performance of an Artificial Intelligence (AI)/Machine Learning (ML) model or algorithm is disclosed herein. In one embodiment, a method performed by a first network node in a radio communication network comprises sending at least one first message to a second network node of the radio communication network, the at least one first message comprising a subscription request to obtain from the second network node one or more historical data elements associated with the AI/ML model or algorithm. At least one second message, comprising one or more historical data elements associated with the AI/ML model or algorithm to be monitored by the first network node, is received from the second network node. At least one performance metric associated with the AI/ML model or algorithm to be monitored is determined based on the one or more historical data elements associated with the AI/ML model.

    MANAGING RESOURCES IN A RADIO ACCESS NETWORK

    公开(公告)号:US20230403606A1

    公开(公告)日:2023-12-14

    申请号:US18033060

    申请日:2021-10-18

    IPC分类号: H04W28/16 H04W24/02

    摘要: A computer implemented method for managing resources in a RAN of a communication network is disclosed. The method, performed by a first node in the RAN, comprises obtaining a record of resource status information describing usage, during a historical time period and within a coverage area of the first node, of RAN resources controlled by the first node (2102), and using an ML process to predict, based on the obtained record, resource status information describing usage of RAN resources controlled by the first node within a coverage area of the first node and during a future time period (2104). The method further comprises sending, to a second node in the RAN, a representation of the predicted resource status information (2106). Also disclosed is a method performed by a second node in which the second node uses a received representation of predicted resource status information for RAN resources controlled by a first node in a process relating to management of RAN resources controlled by the second node (2304).

    METHODS AND APPARATUSES FOR CONTROLLING LOAD REPORTING

    公开(公告)号:US20240244484A1

    公开(公告)日:2024-07-18

    申请号:US18290779

    申请日:2022-07-30

    IPC分类号: H04W28/086 H04W24/10

    CPC分类号: H04W28/0861 H04W24/10

    摘要: A method is disclosed that is performed by a first network node in communication with a second network node. The second network node has been requested or is being requested to send measurements and/or predictions available at the second network node to the first network node. The method comprises receiving, from the second network node, a first message comprising a first indication that sending of measurements and/or predictions from the second network node to the first network node is to be paused, delayed, resumed, or stopped. Also disclosed are a method performed by a second network node, and first and second network nodes.