Distortion bounds for transmitting correlated sources with common part over MAC

Lei Yu; Houqiang Li; Chang Wen Chen

doi:10.1109/ALLERTON.2016.7852298

Distortion bounds for transmitting correlated sources with common part over MAC

Lei Yu
, Houqiang Li
, Chang Wen Chen

Department of Computer Science and Engineering

University of Science and Technology of China

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Scopus citations

Abstract

This paper investigates the joint source-channel coding problem of sending two correlated memoryless sources with common part over a memoryless multiple access channel (MAC). An inner bound and two outer bounds on the achievable distortion region are derived. In particular, they respectively recover the existing bounds for several special cases, such as communication without common part, lossless communication, and noiseless communication. When specialized to quadratic Gaussian communication case, the inner bound and outer bound are used to generate two new bounds. Numerical result shows that common part improves the performance of such distributed communication system.

Original language	English
Title of host publication	54th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2016
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	687-694
Number of pages	8
ISBN (Electronic)	9781509045495
DOIs	https://doi.org/10.1109/ALLERTON.2016.7852298
State	Published - Feb 10 2017
Event	54th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2016 - Monticello, United States Duration: Sep 27 2016 → Sep 30 2016

Publication series

Name	54th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2016

Conference

Conference	54th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2016
Country/Territory	United States
City	Monticello
Period	09/27/16 → 09/30/16

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10.1109/ALLERTON.2016.7852298

Cite this

Yu, L., Li, H., & Chen, C. W. (2017). Distortion bounds for transmitting correlated sources with common part over MAC. In 54th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2016 (pp. 687-694). Article 7852298 (54th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2016). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ALLERTON.2016.7852298

Yu, Lei ; Li, Houqiang ; Chen, Chang Wen. / Distortion bounds for transmitting correlated sources with common part over MAC. 54th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2016. Institute of Electrical and Electronics Engineers Inc., 2017. pp. 687-694 (54th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2016).

@inproceedings{78eb1050ecb3451a8dd5cf94aaddf816,

title = "Distortion bounds for transmitting correlated sources with common part over MAC",

abstract = "This paper investigates the joint source-channel coding problem of sending two correlated memoryless sources with common part over a memoryless multiple access channel (MAC). An inner bound and two outer bounds on the achievable distortion region are derived. In particular, they respectively recover the existing bounds for several special cases, such as communication without common part, lossless communication, and noiseless communication. When specialized to quadratic Gaussian communication case, the inner bound and outer bound are used to generate two new bounds. Numerical result shows that common part improves the performance of such distributed communication system.",

author = "Lei Yu and Houqiang Li and Chen, \{Chang Wen\}",

note = "Publisher Copyright: {\textcopyright} 2016 IEEE.; 54th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2016 ; Conference date: 27-09-2016 Through 30-09-2016",

year = "2017",

month = feb,

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doi = "10.1109/ALLERTON.2016.7852298",

language = "English",

series = "54th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2016",

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Yu, L, Li, H & Chen, CW 2017, Distortion bounds for transmitting correlated sources with common part over MAC. in 54th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2016., 7852298, 54th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2016, Institute of Electrical and Electronics Engineers Inc., pp. 687-694, 54th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2016, Monticello, United States, 09/27/16. https://doi.org/10.1109/ALLERTON.2016.7852298

Distortion bounds for transmitting correlated sources with common part over MAC. / Yu, Lei; Li, Houqiang; Chen, Chang Wen.
54th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2016. Institute of Electrical and Electronics Engineers Inc., 2017. p. 687-694 7852298 (54th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2016).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AU - Li, Houqiang

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PY - 2017/2/10

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N2 - This paper investigates the joint source-channel coding problem of sending two correlated memoryless sources with common part over a memoryless multiple access channel (MAC). An inner bound and two outer bounds on the achievable distortion region are derived. In particular, they respectively recover the existing bounds for several special cases, such as communication without common part, lossless communication, and noiseless communication. When specialized to quadratic Gaussian communication case, the inner bound and outer bound are used to generate two new bounds. Numerical result shows that common part improves the performance of such distributed communication system.

AB - This paper investigates the joint source-channel coding problem of sending two correlated memoryless sources with common part over a memoryless multiple access channel (MAC). An inner bound and two outer bounds on the achievable distortion region are derived. In particular, they respectively recover the existing bounds for several special cases, such as communication without common part, lossless communication, and noiseless communication. When specialized to quadratic Gaussian communication case, the inner bound and outer bound are used to generate two new bounds. Numerical result shows that common part improves the performance of such distributed communication system.

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M3 - Conference contribution

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BT - 54th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2016

PB - Institute of Electrical and Electronics Engineers Inc.

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Yu L, Li H, Chen CW. Distortion bounds for transmitting correlated sources with common part over MAC. In 54th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2016. Institute of Electrical and Electronics Engineers Inc. 2017. p. 687-694. 7852298. (54th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2016). doi: 10.1109/ALLERTON.2016.7852298

Distortion bounds for transmitting correlated sources with common part over MAC

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