Deep Learning Based Nonlinear Signal Detection in Millimeter-Wave Communications

Deep Learning Based Nonlinear Signal Detection in Millimeter-Wave Communications

For millimeter-wave (mm-Wave) communications, signal detection in the presence of the power amplifier (PA) nonlinearity and unknown multipath channel has remained one challenging task in single-input single-output (SISO) communication system. Besides, the PA nonlinearity in multiple-input multiple-o...

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Bibliographic Details
Main Authors: Hongfu Liu, Xu Yang, Peijun Chen, Mengwei Sun, Bin Li, Chenglin Zhao
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
mm-Wave communications
PA nonlinearity
multipath propagation
multiple-input multiple-output
signal detection
deep learning
Online Access:https://ieeexplore.ieee.org/document/9183972/

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