- 专利标题： System and method for providing multiple input multiple output (MIMO) detector selection with reinforced learning neural network
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申请号： US16750363申请日： 2020-01-23
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公开(公告)号： US10931360B2公开(公告)日： 2021-02-23
- 发明人: Hyukjoon Kwon , Kee-Bong Song
- 申请人： Samsung Electronics Co., Ltd.
- 申请人地址： KR Gyeonggi-do
- 专利权人： Samsung Electronics Co., Ltd.
- 当前专利权人： Samsung Electronics Co., Ltd.
- 当前专利权人地址： KR Gyeonggi-do
- 代理机构： The Farrell Law Firm, P.C.
- 主分类号： H04B7/08
- IPC分类号： H04B7/08 ; G06N3/08 ; H04L1/20 ; H04L25/06 ; H04L1/00 ; G06K9/62
摘要：
A method and system for selecting a symbol detector are herein provided. A method includes extracting a first set of features for a k-th resource element (RE), where k is an integer greater than one, extracting a second set of features from a first RE to a (k−1)th RE, and selecting a symbol detector for the k-th RE using a reinforcement learning (RL) neural network based on the extracted first set of features and the extracted second set of features.
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