MDL-AltMin: A Hybrid Precoding Scheme for mmWave Systems With Deep Learning and Alternate Optimization

The hybrid precoding structure composed of analog and digital precoders has received increasing attention in mmWave massive multiple-input multiple-output (MIMO) systems because it can balance the energy consumption and spectral efficiency (SE). However, it is challenging to obtain the optimal hybri...

Full description

Bibliographic Details

Published in:	IEEE wireless communications letters Vol. 11; no. 9; pp. 1925 - 1929
Main Authors:	Luo, Jie, Fan, Jiancun, Zhang, Jinbo
Format:	Journal Article
Language:	English
Published:	Piscataway IEEE 01.09.2022 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	alternate minimization Complexity Deep learning Energy consumption Hybrid precoding Lagrange multiplier Millimeter waves Minimization mmWave Optimization Optimized production technology Precoding Radio frequency Singular value decomposition Training
ISSN:	2162-2337, 2162-2345
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!