Distortion lower bounds for finite dimensional joint source-channel coding

Amir Ingber; Itai Leibowitz; Ram Zamir; Meir Feder

doi:10.1109/ISIT.2008.4595174

Distortion lower bounds for finite dimensional joint source-channel coding

Amir Ingber^*, Itai Leibowitz, Ram Zamir, Meir Feder

^*Corresponding author for this work

School of Electrical Engineering

Tel Aviv University

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

15 Scopus citations

Abstract

In this work we consider joint source-channel coding (JSCC) schemes that are limited to work in blocks of nite length. We focus on the high resolution and high signal to noise ratio (SNR) regime, and derive new lower bounds for the distortion of JSCC schemes over r^th-moment constrained additive noise channels. These new bounds are based on the method of Ziv and Zakai[11], combined with the Rényi information measure, as was recently proposed by Leibowitz and Zamir[5]. Numerical results are presented for the case of Gaussian source and channel, and it is shown that the new bounds improve upon Shannon's original bound in several cases, including bandwidth expansion and reduction.

Original language	English
Title of host publication	Proceedings - 2008 IEEE International Symposium on Information Theory, ISIT 2008
Pages	1183-1187
Number of pages	5
DOIs	https://doi.org/10.1109/ISIT.2008.4595174
State	Published - 2008
Event	2008 IEEE International Symposium on Information Theory, ISIT 2008 - Toronto, ON, Canada Duration: 6 Jul 2008 → 11 Jul 2008

Publication series

Name	IEEE International Symposium on Information Theory - Proceedings
ISSN (Print)	2157-8101

Conference

Conference	2008 IEEE International Symposium on Information Theory, ISIT 2008
Country/Territory	Canada
City	Toronto, ON
Period	6/07/08 → 11/07/08

Access to Document

10.1109/ISIT.2008.4595174

Cite this

@inproceedings{aa0b421309524659ab82a718c00e0e23,

title = "Distortion lower bounds for finite dimensional joint source-channel coding",

abstract = "In this work we consider joint source-channel coding (JSCC) schemes that are limited to work in blocks of nite length. We focus on the high resolution and high signal to noise ratio (SNR) regime, and derive new lower bounds for the distortion of JSCC schemes over rth-moment constrained additive noise channels. These new bounds are based on the method of Ziv and Zakai[11], combined with the R{\'e}nyi information measure, as was recently proposed by Leibowitz and Zamir[5]. Numerical results are presented for the case of Gaussian source and channel, and it is shown that the new bounds improve upon Shannon's original bound in several cases, including bandwidth expansion and reduction.",

author = "Amir Ingber and Itai Leibowitz and Ram Zamir and Meir Feder",

year = "2008",

doi = "10.1109/ISIT.2008.4595174",

language = "אנגלית",

isbn = "9781424422579",

series = "IEEE International Symposium on Information Theory - Proceedings",

pages = "1183--1187",

booktitle = "Proceedings - 2008 IEEE International Symposium on Information Theory, ISIT 2008",

note = "2008 IEEE International Symposium on Information Theory, ISIT 2008 ; Conference date: 06-07-2008 Through 11-07-2008",

}

Ingber, A, Leibowitz, I, Zamir, R & Feder, M 2008, Distortion lower bounds for finite dimensional joint source-channel coding. in Proceedings - 2008 IEEE International Symposium on Information Theory, ISIT 2008., 4595174, IEEE International Symposium on Information Theory - Proceedings, pp. 1183-1187, 2008 IEEE International Symposium on Information Theory, ISIT 2008, Toronto, ON, Canada, 6/07/08. https://doi.org/10.1109/ISIT.2008.4595174

Distortion lower bounds for finite dimensional joint source-channel coding. / Ingber, Amir; Leibowitz, Itai; Zamir, Ram et al.
Proceedings - 2008 IEEE International Symposium on Information Theory, ISIT 2008. 2008. p. 1183-1187 4595174 (IEEE International Symposium on Information Theory - Proceedings).

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

TY - GEN

T1 - Distortion lower bounds for finite dimensional joint source-channel coding

AU - Ingber, Amir

AU - Leibowitz, Itai

AU - Zamir, Ram

AU - Feder, Meir

PY - 2008

Y1 - 2008

N2 - In this work we consider joint source-channel coding (JSCC) schemes that are limited to work in blocks of nite length. We focus on the high resolution and high signal to noise ratio (SNR) regime, and derive new lower bounds for the distortion of JSCC schemes over rth-moment constrained additive noise channels. These new bounds are based on the method of Ziv and Zakai[11], combined with the Rényi information measure, as was recently proposed by Leibowitz and Zamir[5]. Numerical results are presented for the case of Gaussian source and channel, and it is shown that the new bounds improve upon Shannon's original bound in several cases, including bandwidth expansion and reduction.

AB - In this work we consider joint source-channel coding (JSCC) schemes that are limited to work in blocks of nite length. We focus on the high resolution and high signal to noise ratio (SNR) regime, and derive new lower bounds for the distortion of JSCC schemes over rth-moment constrained additive noise channels. These new bounds are based on the method of Ziv and Zakai[11], combined with the Rényi information measure, as was recently proposed by Leibowitz and Zamir[5]. Numerical results are presented for the case of Gaussian source and channel, and it is shown that the new bounds improve upon Shannon's original bound in several cases, including bandwidth expansion and reduction.

UR - http://www.scopus.com/inward/record.url?scp=52349083000&partnerID=8YFLogxK

U2 - 10.1109/ISIT.2008.4595174

DO - 10.1109/ISIT.2008.4595174

M3 - ???researchoutput.researchoutputtypes.contributiontobookanthology.conference???

AN - SCOPUS:52349083000

SN - 9781424422579

T3 - IEEE International Symposium on Information Theory - Proceedings

SP - 1183

EP - 1187

BT - Proceedings - 2008 IEEE International Symposium on Information Theory, ISIT 2008

T2 - 2008 IEEE International Symposium on Information Theory, ISIT 2008

Y2 - 6 July 2008 through 11 July 2008

ER -

Distortion lower bounds for finite dimensional joint source-channel coding

Abstract

Publication series

Conference

Access to Document

Other files and links

Fingerprint

Cite this