ELECTRONIC DEVICE FOR PERFORMING BEAM MANAGEMENT BASED ON NEURAL NETWORK AND OPERATION METHOD THEREOF

    公开(公告)号:US20240396650A1

    公开(公告)日:2024-11-28

    申请号:US18793098

    申请日:2024-08-02

    Abstract: An electronic device includes at least one memory, a communication interface including an antenna array configured to form a plurality of candidate beams, and at least one processor operatively connected to the communication interface and the at least one memory. The at least one processor is configured to generate a plurality of pieces of reference signal received power (RSRP) pattern data based on an RSRP measured in each of the plurality of candidate beams with respect to a signal received from an external device; estimate an angle of arrival (AoA) distribution for each of the plurality of pieces of RSRP pattern data, by applying each of the plurality of pieces of RSRP pattern data to a neural network that is trained based on a deep-learning algorithm; and perform a beam management for a wireless communication with the external device, based on the estimated AoA distribution.

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