Joint Source-Channel Coding for a Multivariate Gaussian over a Gaussian MAC using Variational Domain Adaptation

With the development of the distributed learning and edge computing, servers must often receive information from multiple terminal devices; thus, the importance of source-channel coding for distributed sources over multiple access channels (MACs) becomes more and more significant. This study present...

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Bibliographic Details
Published in:	IEEE transactions on cognitive communications and networking Vol. 9; no. 6; p. 1
Main Authors:	Li, Yishen, Chen, Xuechen, Deng, Xiaoheng
Format:	Journal Article
Language:	English
Published:	Piscataway IEEE 01.12.2023 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Adaptation Adaptation models Coding Correlation coefficients Decoding Deep joint source-channel coding Delays domain adaptation Domains Edge computing Encoding Feature extraction Learning multiple-access channel Multivariate analysis multivariate Gaussian Regularization Symbols variational autoencoder
ISSN:	2332-7731, 2332-7731
Online Access:	Get full text
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