Deep Learning for Super-Resolution Channel Estimation and DOA Estimation Based Massive MIMO System

The recent concept of massive multiple-input multiple-output (MIMO) can significantly improve the capacity of the communication network, and it has been regarded as a promising technology for the next-generation wireless communications. However, the fundamental challenge of existing massive MIMO sys...

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Bibliographic Details
Published in:	IEEE transactions on vehicular technology Vol. 67; no. 9; pp. 8549 - 8560
Main Authors:	Huang, Hongji, Yang, Jie, Huang, Hao, Song, Yiwei, Gui, Guan
Format:	Journal Article
Language:	English
Published:	New York IEEE 01.09.2018 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Artificial neural networks Channel estimation Complexity Computer simulation Deep learning Direction of arrival Direction-of-arrival estimation Distance learning DOA estimation Estimation Machine learning Massive MIMO MIMO (control systems) MIMO communication Neural networks offline training Spatial resolution Wireless communications
ISSN:	0018-9545, 1939-9359
Online Access:	Get full text
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