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...
| Main Authors: | , , , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Springer Open
2013
|
| Subjects: | |
| Online Access: | http://eprints.utm.my/49571/1/MohdAzriMohd2013_Exploitationof2Dbinary.pdf |
| _version_ | 1796859439891873792 |
|---|---|
| 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 |
| collection | ePrints |
| 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 |
| first_indexed | 2024-03-05T19:27:12Z |
| format | Article |
| id | utm.eprints-49571 |
| institution | Universiti Teknologi Malaysia - ePrints |
| language | English |
| last_indexed | 2024-03-05T19:27:12Z |
| publishDate | 2013 |
| publisher | Springer Open |
| record_format | dspace |
| spelling | utm.eprints-495712018-10-14T08:22:15Z http://eprints.utm.my/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/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 |
| 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 |
| title | 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_short | 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 |
| topic | TK Electrical engineering. Electronics Nuclear engineering |
| url | http://eprints.utm.my/49571/1/MohdAzriMohd2013_Exploitationof2Dbinary.pdf |
| work_keys_str_mv | AT mohdizharmohdazri exploitationof2dbinarysourcecorrelationusingturboblockcodeswithfinetuning AT azrimohdsaiful exploitationof2dbinarysourcecorrelationusingturboblockcodeswithfinetuning AT fisalnorsheila exploitationof2dbinarysourcecorrelationusingturboblockcodeswithfinetuning AT zhouxiaobo exploitationof2dbinarysourcecorrelationusingturboblockcodeswithfinetuning AT anwarkhoirul exploitationof2dbinarysourcecorrelationusingturboblockcodeswithfinetuning AT matsumototad exploitationof2dbinarysourcecorrelationusingturboblockcodeswithfinetuning |