Codebook Design for Noncoherent Communications Using Autoencoders

The problem of joint optimization of coding and modulation for noncoherent communications is considered. To minimize block error rate, an autoencoder network is used. The network architecture is designed to mimic the end-to-end operation of a communication system with noncoherent correlation receive...

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Bibliographic Details

Published in:	IEEE NW Russia Young Researchers in Electrical and Electronic Engineering Conference pp. 57 - 61
Main Authors:	Sergienko, Alexander B., Apalina, Polina V.
Format:	Conference Proceeding
Language:	English
Published:	IEEE 26.01.2021
Subjects:	autoencoder network codebook optimization joint coding and modulation Encoding Modulation noncoherent reception Optimization Pairwise error probability Receivers Spectral efficiency Transmitters
ISSN:	2376-6565
Online Access:	Get full text
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