Invention Publication
- Patent Title: METHOD AND APPARATUS FOR MATRIX ENHANCEMENT IN MIMO RECEIVER WITH DEEP LEARNING
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Application No.: US17988244Application Date: 2022-11-16
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Publication No.: US20240113759A1Publication Date: 2024-04-04
- Inventor: Hyukjoon KWON , Shailesh CHAUDHARI , Dongwoon BAI
- Applicant: Samsung Electronics Co., Ltd.
- Applicant Address: KR Gyeonggi-do
- Assignee: Samsung Electronics Co., Ltd.
- Current Assignee: Samsung Electronics Co., Ltd.
- Current Assignee Address: KR Gyeonggi-do
- Main IPC: H04B7/06
- IPC: H04B7/06 ; H04B7/08
Abstract:
A method and an apparatus are provided in which a vector is generated from a covariance matrix of a received signal. The vector is input to a neural network to obtain an enhanced vector. The enhanced vector is converted into an enhanced matrix. Interference whitening is performed on the received signal using a whitening filter based on the enhanced matrix.
Public/Granted literature
- US12136979B2 Method and apparatus for matrix enhancement in MIMO receiver with deep learning Public/Granted day:2024-11-05
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