Multi-Objective DNN-Based Precoder for MIMO Communications

This paper introduces a unified deep neural network (DNN)-based precoder for two-user multiple-input multiple-output (MIMO) networks with five objectives: data transmission, energy harvesting, simultaneous wireless information and power transfer, physical layer (PHY) security, and multicasting. Firs...

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Bibliographic Details
Published in:	IEEE transactions on communications Vol. 69; no. 7; pp. 4476 - 4488
Main Authors:	Zhang, Xinliang, Vaezi, Mojtaba
Format:	Journal Article
Language:	English
Published:	New York IEEE 01.07.2021 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Antennas Artificial neural networks beamforming Data transmission Deep learning Energy harvesting MIMO MIMO communication Multicast communication Multicasting Multiple objective analysis Optimization physical layer Power transfer Precoding Robustness (mathematics) Rotation Security SWIPT Wireless communication wiretap channel
ISSN:	0090-6778, 1558-0857
Online Access:	Get full text
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