CLOUD BASED ACCESS NETWORK
    2.
    发明申请

    公开(公告)号:US20170156065A1

    公开(公告)日:2017-06-01

    申请号:US15309557

    申请日:2014-05-08

    CPC classification number: H04W16/18 H04W16/26 H04W88/085

    Abstract: A method and an apparatus for designing a cloud based radio access network, C-RAN, are provided. The solution comprises dividing (302) the access network into two or more tiers having different processing capabilities; receiving as an input information about the physical location of one or more remote radio heads, RRH, of the network and required quality of service of the remote radio heads; and determining (306) the physical location of the tier, BBU, having most efficient processing capability for serving the remote radio heads on the basis of the information about the location and required quality of service of at least part of the one or more remote radio heads.

    ADAPTIVE LEARNING IN DISTRIBUTION SHIFT FOR RAN AI/ML MODELS

    公开(公告)号:US20240152820A1

    公开(公告)日:2024-05-09

    申请号:US18548509

    申请日:2021-03-23

    CPC classification number: G06N20/00

    Abstract: An apparatus includes circuitry configured to: receive a request from a radio access network algorithm to determine whether there is a distribution shift related to a temporal characteristic of a cell of a communication network; request data from a radio access network node or a controller platform related to the temporal characteristic; receive the requested data related to the cell from the radio access network node or the controller platform; determine whether there is a distribution shift related to the temporal characteristic; in response to determining that there is a distribution shift, select a learning type for an update to a model; and update the model such that, when the model is provided to an inference server, causes the radio access network algorithm to use the updated model to perform at least one action to optimize the performance of the radio access network node or other radio access network node.

    CONTROL OF MULTI-USER MULTIPLE INPUT MULTIPLE OUTPUT CONNECTIONS

    公开(公告)号:US20230051441A1

    公开(公告)日:2023-02-16

    申请号:US17883952

    申请日:2022-08-09

    Abstract: Apparatuses and methods in a communication system are provided. A method comprises receiving from network instructions of how to control multi-user multiple input multiple output connections maintained by one or more radio access nodes, the connections utilising one or more slices. One or more radio access nodes perform, based at least in part on the received network instructions, multi-user pairing of terminal devices of the same or different slices, and determine, based at least in part on the received network instructions, slice-based quota taking multi-user pairing and interference arising from paired allocations into account.

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