Algorithm Parameters Selection Method With Deep Learning for EP MIMO Detector

Expectation Propagation (EP)-based Multiple-Input Multiple-Output (MIMO) detector achieves exceptional performance in high-dimensional systems with high-order modulations and flexible antenna configurations. However, based on our studies, the EP MIMO detector cannot achieve superior performance due...

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Bibliographic Details

Published in:	IEEE transactions on vehicular technology Vol. 70; no. 10; pp. 10146 - 10156
Main Authors:	Chen, Hang, Yao, Guoqiang, Hu, Jianhao
Format:	Journal Article
Language:	English
Published:	New York IEEE 01.10.2021 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Algorithms Approximation algorithms Complexity theory Damping Deep learning Detectors expectation propagation Machine learning Massive MIMO MIMO detection Parameter robustness parameters selection Sensors Simulation Training
ISSN:	0018-9545, 1939-9359
Online Access:	Get full text
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