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A Supplementary Explanation for Experimental Environment of “Implementation Methodologies of Deep Learning-Based Signal Detection for Conventional MIMO Transmitters”.

Authors :
Baek, Myung-Sun
Kwak, Sangwoon
Jung, Joon-Young
Kim, Heung Mook
Choi, Dong-Joon
Source :
IEEE Transactions on Broadcasting. Mar2021, Vol. 67 Issue 1, p356-357. 2p.
Publication Year :
2021

Abstract

To solve practical challenges for implementing deep learning-based algorithm in MIMO signal detector such as handling complex number or designing proper neural network for a specific communication system, (Baek et al., 2019) has proposed candidate implementation methodologies with simple verification experiments. According to (Baek et al., 2019), it was shown that the proposed algorithms can achieve the optimal ML performance. However, due to the lack of explanation on the experimental environment, it is difficult for readers to reproduce the presented experiments and obtain the same results. This document precisely explains on the experimental environments of (Baek et al., 2019) including the exact channel profiles. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00189316
Volume :
67
Issue :
1
Database :
Academic Search Index
Journal :
IEEE Transactions on Broadcasting
Publication Type :
Academic Journal
Accession number :
149122165
Full Text :
https://doi.org/10.1109/TBC.2020.3028345