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Massive MIMO Adaptive Modulation and Coding Using Online Deep Learning Algorithm

Published in IEEE Communications Letters • Dec 6, 2021
NobleIDNI6P28W07R81S19
Authors:
Evgeny Bobrov
,
Dmitry Kropotov
,
Hao Lü

Abstract

The letter describes an online deep learning algorithm (ODL) for adaptive modulation and coding in massive MIMO. The algorithm is based on a fully connected neural network, which is initially trained on the output of the traditional algorithm and then incrementally retrained by the service feedback ...

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