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A comparative analysis of LDPC decoders for image transmission over AWGN channel

Published: 16 December 2009 Publication History

Abstract

In this paper we studied the performance of Low Density Parity Check (LDPC) codes over Additive White Gaussian Noise (AWGN) channel. Different images are transmitted for two different LDPC decoders. Parity check matrices are used for encoding and decoding processes. The basic technique used to decode the message is message passing algorithm. We have used the image of 256x256 for our experiments. Minimum error rate is achieved at a code rate of 0.5 and row weight of 4. Different images are recovered at 10 dB SNR with a probability of error close to Shannon limit.

References

[1]
D. J. C. MacKay and R. M. Neal. Near Shannon Limit Performance of Low Density Parity Check codes. In Electronics Letters, pages 1645--1646, Aug 1996.
[2]
Marjan Karkooti, "Semi-parallel architectures for real-time LDPC", 2004.
[3]
A. Glavieux C. Berrou and P. Thitimajshima. Near Shannon Limit Error-Correcting Coding and Decoding: Turbo-Codes. In Proceedings of International Communications Conference, pages 1064--1070, 1993.
[4]
Yuling Zhang, Dongfeng Yuan, Jinan, Shandong, Image transmission in LDPC coded mobile satellite communication systems, vol. 2, pp. 457--461, September 1 2006.
[5]
S. Chung, Jr. G. D. Forney, T. Richardson, and R. Urbanke. On the design of low-density parity-check codes within 0.0045 db of the shannon limit. In IEEE Communications Letters, pages 58--60, February 2001.
[6]
Piming Ma, Dongfeng Yuan, Xiumei Yang and Haigang Zhang, High-rate LDPC codes in image transmission over rayleigh fading channel, pages 357--360, January
[7]
Piming Ma, Dongfeng Yuan, Irregular LDPC coded BICM in image transmission over rayleigh fading channel, School of Information Science and Engineering Shandong University Jinan, Shandong, P. R. of China.
[8]
X. Pan, A. Cuhadar, and A. H. Banihashemi, Combined source and channel coding with JPEG2000 and rate-compatible low-density parity-check (RC-LDPC) codes, In IEEE Trans. Signal Process, vol. 54, no. 3, pages 1160--1164, March 2006.
[9]
R. G. Gallager, Low density parity check codes. IRE transaction on information theory January, 1962.
[10]
C. Howland and A. Blanksby, Parallel decoding architectures for LDPC, High Speed Communications, VLSI Research Department, 101 crawfords corner road, holmdel NJ07733.

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FIT '09: Proceedings of the 7th International Conference on Frontiers of Information Technology
December 2009
446 pages
ISBN:9781605586427
DOI:10.1145/1838002
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Association for Computing Machinery

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Published: 16 December 2009

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