Method and apparatus for matrix enhancement in MIMO receiver with deep learning

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United States of America

PATENT NO 12136979
APP PUB NO 20240113759A1
SERIAL NO

17988244

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Abstract

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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.

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Patent Owner(s)

Patent OwnerAddress
SAMSUNG ELECTRONICS CO LTD416 MAETAN-DONG YEONGTONG-GU SUWON-SI GYEONGGI-DO

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Bai, Dongwoon San Diego, US 54 140
Chaudhari, Shailesh San Diego, US 7 29
Kwon, Hyukjoon San Diego, US 76 721

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