Joint Coding and Modulation in the Ultra-Short Blocklength Regime for Bernoulli-Gaussian Impulsive Noise Channels Using Autoencoders

This paper develops a joint coding and modulation scheme for end-to-end communication system design using an autoencoder architecture in the ultra-short blocklength regime. Unlike the classical approach of separately designing error correction codes and modulation schemes for a given channel, the ap...

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Bibliographic Details

Published in:	Proceedings of the ... IEEE International Conference on Acoustics, Speech and Signal Processing (1998) pp. 5065 - 5069
Main Authors:	Vedula, Kirty, Paffenroth, Randy, Brown, D. Richard
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.05.2020
Subjects:	autoencoder Binary phase shift keying Block codes Channel estimation error control coding impulsive noise channel IoT Joint coding and modulation Maximum likelihood decoding Memoryless systems Modulation short blocklength Training
ISSN:	2379-190X
Online Access:	Get full text
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