Invention Grant
- Patent Title: Method and apparatus for matrix enhancement in MIMO receiver with deep learning
-
Application No.: US17988244Application Date: 2022-11-16
-
Publication No.: US12136979B2Publication Date: 2024-11-05
- 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
- Agency: The Farrell Law Firm, P.C.
- Main IPC: H04L1/02
- IPC: H04L1/02 ; 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
- US20240113759A1 METHOD AND APPARATUS FOR MATRIX ENHANCEMENT IN MIMO RECEIVER WITH DEEP LEARNING Public/Granted day:2024-04-04
Information query
