Universal discrete denoising: Known channel

Tsachy Weissman; Erik Ordentlich; Gadiel Seroussi; Sergio Verdú; Marcelo Weinberger

doi:10.1109/isit.2003.1228098

Universal discrete denoising: Known channel

Tsachy Weissman
, Erik Ordentlich
, Gadiel Seroussi
, Sergio Verdú
, Marcelo Weinberger

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

9 Scopus citations

Abstract

Finite-alphabet signals corrupted by discrete noisy channels arise naturally in a wide range of applications spanning many fields of science and engineering. This paper outlines a discrete universal denoiser (DUDE) that attains optimum (distribution-dependent) performance with computational complexity that grows linearly with the data size.

Original language	English (US)
Title of host publication	Proceedings - 2003 IEEE International Symposium on Information Theory, ISIT 2003
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	84
Number of pages	1
ISBN (Print)	0780377281
DOIs	https://doi.org/10.1109/isit.2003.1228098
State	Published - 2003
Event	2003 IEEE International Symposium on Information Theory, SIT 2003 - Yokohama, Japan Duration: Jun 29 2003 → Jul 4 2003

Publication series

Name	IEEE International Symposium on Information Theory - Proceedings
ISSN (Print)	2157-8095

Conference

Conference	2003 IEEE International Symposium on Information Theory, SIT 2003
Country/Territory	Japan
City	Yokohama
Period	6/29/03 → 7/4/03

All Science Journal Classification (ASJC) codes

Theoretical Computer Science
Information Systems
Modeling and Simulation
Applied Mathematics

Access to Document

10.1109/isit.2003.1228098

Cite this

Weissman, T., Ordentlich, E., Seroussi, G., Verdú, S., & Weinberger, M. (2003). Universal discrete denoising: Known channel. In Proceedings - 2003 IEEE International Symposium on Information Theory, ISIT 2003 (pp. 84). (IEEE International Symposium on Information Theory - Proceedings). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/isit.2003.1228098

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title = "Universal discrete denoising: Known channel",

abstract = "Finite-alphabet signals corrupted by discrete noisy channels arise naturally in a wide range of applications spanning many fields of science and engineering. This paper outlines a discrete universal denoiser (DUDE) that attains optimum (distribution-dependent) performance with computational complexity that grows linearly with the data size.",

author = "Tsachy Weissman and Erik Ordentlich and Gadiel Seroussi and Sergio Verd{\'u} and Marcelo Weinberger",

year = "2003",

doi = "10.1109/isit.2003.1228098",

language = "English (US)",

isbn = "0780377281",

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

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "84",

booktitle = "Proceedings - 2003 IEEE International Symposium on Information Theory, ISIT 2003",

address = "United States",

note = "2003 IEEE International Symposium on Information Theory, SIT 2003 ; Conference date: 29-06-2003 Through 04-07-2003",

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Weissman, T, Ordentlich, E, Seroussi, G, Verdú, S & Weinberger, M 2003, Universal discrete denoising: Known channel. in Proceedings - 2003 IEEE International Symposium on Information Theory, ISIT 2003. IEEE International Symposium on Information Theory - Proceedings, Institute of Electrical and Electronics Engineers Inc., pp. 84, 2003 IEEE International Symposium on Information Theory, SIT 2003, Yokohama, Japan, 6/29/03. https://doi.org/10.1109/isit.2003.1228098

Universal discrete denoising: Known channel. / Weissman, Tsachy; Ordentlich, Erik; Seroussi, Gadiel et al.
Proceedings - 2003 IEEE International Symposium on Information Theory, ISIT 2003. Institute of Electrical and Electronics Engineers Inc., 2003. p. 84 (IEEE International Symposium on Information Theory - Proceedings).

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

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N2 - Finite-alphabet signals corrupted by discrete noisy channels arise naturally in a wide range of applications spanning many fields of science and engineering. This paper outlines a discrete universal denoiser (DUDE) that attains optimum (distribution-dependent) performance with computational complexity that grows linearly with the data size.

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M3 - Conference contribution

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BT - Proceedings - 2003 IEEE International Symposium on Information Theory, ISIT 2003

PB - Institute of Electrical and Electronics Engineers Inc.

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ER -

Universal discrete denoising: Known channel

Abstract

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All Science Journal Classification (ASJC) codes

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