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Multi-Channel Nonlinearity Mitigation Using Machine Learning Algorithms

Published in IEEE Transactions on Mobile Computing • Mar 21, 2023
NobleIDNI7P10W77R71S63
Authors:
Haotian Zhao
,
Julian Camilo Gomez Diaz
,
Sebastián Hoyos

Abstract

This paper investigates multi-channel machine learning (ML) techniques in the presence of receiver nonlinearities and noise, and compares the results with the single-channel receiver architecture. It is known that the multi-channel architecture relaxes the sampling speed requirement of analog to dig...

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