Invention Grant
- Patent Title: Method of performing beam training based on reinforcement learning and wireless communication device performing the same
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Application No.: US17539759Application Date: 2021-12-01
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Publication No.: US11546033B2Publication Date: 2023-01-03
- Inventor: Junho Lee , Jaein Kim , Jonggun Moon , Hyukyeon Lee , Seungjin Choi , Huiwon Je , Jinwon Choi
- Applicant: Samsung Electronics Co., Ltd.
- Applicant Address: KR Suwon-si
- Assignee: Samsung Electronics Co., Ltd.
- Current Assignee: Samsung Electronics Co., Ltd.
- Current Assignee Address: KR Suwon-si
- Agency: Harness, Dickey & Pierce, P.L.C.
- Priority: KR10-2021-0056571 20210430
- Main IPC: H04B7/06
- IPC: H04B7/06

Abstract:
A method of performing beam training including obtaining at least one of a probability distribution and a value function for selecting one of a plurality of beams that are used to perform beamforming, selecting a candidate beam from among the plurality of beams based on the at least one of the probability distribution and the value function, the candidate beam being expected to be a best beam among the plurality of beams, performing a present training operation based on the candidate beam and a previous beam selected by at least one previous training operation, and selecting a better one of the candidate beam and the previous beam as a present beam based on a result of the present training operation may be provided.
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