MIMO Signal Multiplexing and Detection Based on Compressive Sensing and Deep Learning

MIMO Signal Multiplexing and Detection Based on Compressive Sensing and Deep Learning

We propose a novel signal multiplexing and detection method for multiple-input multiple-output (MIMO) communication systems, especially when the number of transmitting and receiving antennas is limited. Inspired by the idea of Compressive Sensing (CS) which can recover a given signal vector from a v...

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Bibliographic Details
Main Authors: Chanzi Liu, Qingfeng Zhou, Xindi Wang, Kaiping Chen
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Compressive sensing
sparse signal
multiplexing
dictionary
deep learning
Online Access:https://ieeexplore.ieee.org/document/8813032/

Internet

https://ieeexplore.ieee.org/document/8813032/

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