Two-Way Source-Channel Coding

We propose an adaptive lossy joint source-channel coding (JSCC) scheme for sending correlated sources over two-terminal discrete-memoryless two-way channels (DM-TWCs). The main idea is to couple the independent operations of the terminals via an adaptive coding mechanism, which can mitigate cross-in...

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Vydané v:	IEEE transactions on information theory Ročník 67; číslo 10; s. 6507 - 6524
Hlavní autori:	Weng, Jian-Jia, Alajaji, Fady, Linder, Tamas
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	New York IEEE 01.10.2021 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Predmet:	Adaptive coding Channel coding Coding Communications systems correlated sources Distortion hybrid analog and digital coding joint source-channel coding lossy transmission Network information theory Noise measurement Propagation losses Protocols Source coding superposition coding two-way channels
ISSN:	0018-9448, 1557-9654
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Abstract	We propose an adaptive lossy joint source-channel coding (JSCC) scheme for sending correlated sources over two-terminal discrete-memoryless two-way channels (DM-TWCs). The main idea is to couple the independent operations of the terminals via an adaptive coding mechanism, which can mitigate cross-interference resulting from simultaneous channel transmissions and concurrently exploit the sources' correlation to reduce the end-to-end reconstruction distortions. Our adaptive JSCC scheme not only subsumes existing lossy coding methods for two-way simultaneous communication but also improves their performance. Furthermore, we derive outer bounds for our two-way lossy transmission problem and establish complete JSCC theorems in some special settings. In these special cases, a non-adaptive separate source-channel coding (SSCC) scheme achieves the optimal performance, thus simplifying the design of the source-channel communication system.
AbstractList	We propose an adaptive lossy joint source-channel coding (JSCC) scheme for sending correlated sources over two-terminal discrete-memoryless two-way channels (DM-TWCs). The main idea is to couple the independent operations of the terminals via an adaptive coding mechanism, which can mitigate cross-interference resulting from simultaneous channel transmissions and concurrently exploit the sources’ correlation to reduce the end-to-end reconstruction distortions. Our adaptive JSCC scheme not only subsumes existing lossy coding methods for two-way simultaneous communication but also improves their performance. Furthermore, we derive outer bounds for our two-way lossy transmission problem and establish complete JSCC theorems in some special settings. In these special cases, a non-adaptive separate source-channel coding (SSCC) scheme achieves the optimal performance, thus simplifying the design of the source-channel communication system.
Author	Alajaji, Fady Linder, Tamas Weng, Jian-Jia
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SubjectTerms	Adaptive coding Channel coding Coding Communications systems correlated sources Distortion hybrid analog and digital coding joint source-channel coding lossy transmission Network information theory Noise measurement Propagation losses Protocols Source coding superposition coding two-way channels
Title	Two-Way Source-Channel Coding
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