Channel-optimized trellis-coded quantization for channels with memory

D. Giguet, G. P. Abousleman, Lina Karam

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

This paper presents the design of channel-optimized trellis-coded quantization (COTCQ) for channels with memory. The considered channel model is a binary channel with additive Markov noise. The proposed COTCQ stage exploits the channel memory by incorporating the characteristics of the correlated noise in the quantizer design. We investigate the performance of the memory-optimized COTCQ system for different bit error probabilities and noise correlation coefficients. We show that for a first-order Markov channel, COTCQ significantly outperforms channel-optimized scalar quantizer (COSQ), provided that an appropriate trellis is selected.

Original languageEnglish (US)
Title of host publicationConference Record of the Asilomar Conference on Signals, Systems and Computers
Pages1087-1091
Number of pages5
Volume2
StatePublished - 2000
Event34th Asilomar Conference - Pacific Grove, CA, United States
Duration: Oct 29 2000Nov 1 2000

Other

Other34th Asilomar Conference
CountryUnited States
CityPacific Grove, CA
Period10/29/0011/1/00

Fingerprint

Data storage equipment
Error probability

Keywords

  • Data compression
  • Trellis-coded quantization
  • Wireless communications

ASJC Scopus subject areas

  • Hardware and Architecture
  • Signal Processing
  • Electrical and Electronic Engineering

Cite this

Giguet, D., Abousleman, G. P., & Karam, L. (2000). Channel-optimized trellis-coded quantization for channels with memory. In Conference Record of the Asilomar Conference on Signals, Systems and Computers (Vol. 2, pp. 1087-1091)

Channel-optimized trellis-coded quantization for channels with memory. / Giguet, D.; Abousleman, G. P.; Karam, Lina.

Conference Record of the Asilomar Conference on Signals, Systems and Computers. Vol. 2 2000. p. 1087-1091.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Giguet, D, Abousleman, GP & Karam, L 2000, Channel-optimized trellis-coded quantization for channels with memory. in Conference Record of the Asilomar Conference on Signals, Systems and Computers. vol. 2, pp. 1087-1091, 34th Asilomar Conference, Pacific Grove, CA, United States, 10/29/00.
Giguet D, Abousleman GP, Karam L. Channel-optimized trellis-coded quantization for channels with memory. In Conference Record of the Asilomar Conference on Signals, Systems and Computers. Vol. 2. 2000. p. 1087-1091
Giguet, D. ; Abousleman, G. P. ; Karam, Lina. / Channel-optimized trellis-coded quantization for channels with memory. Conference Record of the Asilomar Conference on Signals, Systems and Computers. Vol. 2 2000. pp. 1087-1091
@inproceedings{c129b9829bdd488fae8cfbeb88ff3af3,
title = "Channel-optimized trellis-coded quantization for channels with memory",
abstract = "This paper presents the design of channel-optimized trellis-coded quantization (COTCQ) for channels with memory. The considered channel model is a binary channel with additive Markov noise. The proposed COTCQ stage exploits the channel memory by incorporating the characteristics of the correlated noise in the quantizer design. We investigate the performance of the memory-optimized COTCQ system for different bit error probabilities and noise correlation coefficients. We show that for a first-order Markov channel, COTCQ significantly outperforms channel-optimized scalar quantizer (COSQ), provided that an appropriate trellis is selected.",
keywords = "Data compression, Trellis-coded quantization, Wireless communications",
author = "D. Giguet and Abousleman, {G. P.} and Lina Karam",
year = "2000",
language = "English (US)",
volume = "2",
pages = "1087--1091",
booktitle = "Conference Record of the Asilomar Conference on Signals, Systems and Computers",

}

TY - GEN

T1 - Channel-optimized trellis-coded quantization for channels with memory

AU - Giguet, D.

AU - Abousleman, G. P.

AU - Karam, Lina

PY - 2000

Y1 - 2000

N2 - This paper presents the design of channel-optimized trellis-coded quantization (COTCQ) for channels with memory. The considered channel model is a binary channel with additive Markov noise. The proposed COTCQ stage exploits the channel memory by incorporating the characteristics of the correlated noise in the quantizer design. We investigate the performance of the memory-optimized COTCQ system for different bit error probabilities and noise correlation coefficients. We show that for a first-order Markov channel, COTCQ significantly outperforms channel-optimized scalar quantizer (COSQ), provided that an appropriate trellis is selected.

AB - This paper presents the design of channel-optimized trellis-coded quantization (COTCQ) for channels with memory. The considered channel model is a binary channel with additive Markov noise. The proposed COTCQ stage exploits the channel memory by incorporating the characteristics of the correlated noise in the quantizer design. We investigate the performance of the memory-optimized COTCQ system for different bit error probabilities and noise correlation coefficients. We show that for a first-order Markov channel, COTCQ significantly outperforms channel-optimized scalar quantizer (COSQ), provided that an appropriate trellis is selected.

KW - Data compression

KW - Trellis-coded quantization

KW - Wireless communications

UR - http://www.scopus.com/inward/record.url?scp=0034441743&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=0034441743&partnerID=8YFLogxK

M3 - Conference contribution

VL - 2

SP - 1087

EP - 1091

BT - Conference Record of the Asilomar Conference on Signals, Systems and Computers

ER -