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Exploitation of 2D binary source correlation using turbo block codes with fine-tuning

This article proposes a joint source-channel coding technique for two-dimensional (2D) binary Markov sources by using concatenated turbo block codes composed of two Bose, Chaudhuri, Hocquenghem (BCH) codes, of which output is followed by a rate-1 recursive systematic convolutional code. The source c...

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Main Authors: Mohd. Izhar, Mohd. Azri, Azri, Mohd. Saiful, Fisal, Norsheila, Zhou, Xiaobo, Anwar, Khoirul, Matsumoto, Tad
Format: Article
Language:English
Published: Springer Open 2013
Subjects:
TK Electrical engineering. Electronics Nuclear engineering
Online Access:http://eprints.utm.my/id/eprint/49571/1/MohdAzriMohd2013_Exploitationof2Dbinary.pdf
http://eprints.utm.my/id/eprint/49571/
http://dx.doi.org/10.1186/1687-1499-2013-89
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spelling my.utm.495712018-10-14T08:22:15Z http://eprints.utm.my/id/eprint/49571/ Exploitation of 2D binary source correlation using turbo block codes with fine-tuning Mohd. Izhar, Mohd. Azri Azri, Mohd. Saiful Fisal, Norsheila Zhou, Xiaobo Anwar, Khoirul Matsumoto, Tad TK Electrical engineering. Electronics Nuclear engineering This article proposes a joint source-channel coding technique for two-dimensional (2D) binary Markov sources by using concatenated turbo block codes composed of two Bose, Chaudhuri, Hocquenghem (BCH) codes, of which output is followed by a rate-1 recursive systematic convolutional code. The source correlation of all rows and columns of the 2D source is well exploited by using a modified Bahl-Cocke-Jelinek-Raviv (BCJR) algorithm for the decoding of the BCH codes. Simulation results show that the proposed technique outperforms in terms of bit error rate the codes that exploits one-dimensional (1D) source correlation using the modified BCJR algorithm, and obviously the conventional system without source correlation exploitation. In order to further improve the performance, this article aims to make fine-tuning of the code parameters, given the source correlation property, that can achieve performance even closer to the theoretical limit than without the fine-tuning. Finally, results of image transmission simulations using two images, one having strong and the other weak 2D correlation, are presented to demonstrate the effectiveness of our proposed technique Springer Open 2013 Article PeerReviewed application/pdf en http://eprints.utm.my/id/eprint/49571/1/MohdAzriMohd2013_Exploitationof2Dbinary.pdf Mohd. Izhar, Mohd. Azri and Azri, Mohd. Saiful and Fisal, Norsheila and Zhou, Xiaobo and Anwar, Khoirul and Matsumoto, Tad (2013) Exploitation of 2D binary source correlation using turbo block codes with fine-tuning. Eurasip Journal On Wireless Communications and Networking, 2013 (1). ISSN 1687-1472 http://dx.doi.org/10.1186/1687-1499-2013-89 DOI: 10.1186/1687-1499-2013-89
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
language English
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
Mohd. Izhar, Mohd. Azri
Azri, Mohd. Saiful
Fisal, Norsheila
Zhou, Xiaobo
Anwar, Khoirul
Matsumoto, Tad
Exploitation of 2D binary source correlation using turbo block codes with fine-tuning
description This article proposes a joint source-channel coding technique for two-dimensional (2D) binary Markov sources by using concatenated turbo block codes composed of two Bose, Chaudhuri, Hocquenghem (BCH) codes, of which output is followed by a rate-1 recursive systematic convolutional code. The source correlation of all rows and columns of the 2D source is well exploited by using a modified Bahl-Cocke-Jelinek-Raviv (BCJR) algorithm for the decoding of the BCH codes. Simulation results show that the proposed technique outperforms in terms of bit error rate the codes that exploits one-dimensional (1D) source correlation using the modified BCJR algorithm, and obviously the conventional system without source correlation exploitation. In order to further improve the performance, this article aims to make fine-tuning of the code parameters, given the source correlation property, that can achieve performance even closer to the theoretical limit than without the fine-tuning. Finally, results of image transmission simulations using two images, one having strong and the other weak 2D correlation, are presented to demonstrate the effectiveness of our proposed technique
format Article
author Mohd. Izhar, Mohd. Azri
Azri, Mohd. Saiful
Fisal, Norsheila
Zhou, Xiaobo
Anwar, Khoirul
Matsumoto, Tad
author_facet Mohd. Izhar, Mohd. Azri
Azri, Mohd. Saiful
Fisal, Norsheila
Zhou, Xiaobo
Anwar, Khoirul
Matsumoto, Tad
author_sort Mohd. Izhar, Mohd. Azri
title Exploitation of 2D binary source correlation using turbo block codes with fine-tuning
title_short Exploitation of 2D binary source correlation using turbo block codes with fine-tuning
title_full Exploitation of 2D binary source correlation using turbo block codes with fine-tuning
title_fullStr Exploitation of 2D binary source correlation using turbo block codes with fine-tuning
title_full_unstemmed Exploitation of 2D binary source correlation using turbo block codes with fine-tuning
title_sort exploitation of 2d binary source correlation using turbo block codes with fine-tuning
publisher Springer Open
publishDate 2013
url http://eprints.utm.my/id/eprint/49571/1/MohdAzriMohd2013_Exploitationof2Dbinary.pdf
http://eprints.utm.my/id/eprint/49571/
http://dx.doi.org/10.1186/1687-1499-2013-89
_version_ 1643652740291756032
score 13.211869

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