DocumentCode
390813
Title
LDPC-based joint source-channel coding scheme for multimedia communications
Author
Yin, Liuguo ; Lu, Jianhua ; Wu, Youshou
Author_Institution
Dept. of Electron. Eng., Tsinghua Univ., Beijing, China
Volume
1
fYear
2002
fDate
25-28 Nov. 2002
Firstpage
337
Abstract
Joint source-channel coding schemes have been proven to be effective ways for reliable multimedia communications. In this paper, we develop a joint source-channel coding scheme that well combines the hidden Markov source (HMS) estimation and the powerful low-density parity-check (LDPC) codes with an iterative estimation/decoding scheme. With this coding method, the source redundancy could be accurately extracted by the hidden Markov estimation without using any priori information about the source. Moreover, the interleaver that is likely used to separate the source coding and channel coding is exempted by exploiting the randomizing property of the LDPC codes, while the channel decoding procedure may be implemented in parallel, resulting in good performance with a fairly low decoding complexity and delay. Simulation results have shown that the proposed scheme may achieve a much better performance than that of the standard coding scheme over the binary input additive white Gaussian noise (BIAWGN) channels.
Keywords
AWGN channels; channel coding; decoding; multimedia communication; parity check codes; LDPC-based joint source-channel coding scheme; binary input additive white Gaussian noise; decoding complexity; delay; hidden Markov source; iterative estimation/decoding scheme; low-density parity-check codes; multimedia communications; randomizing property; source redundancy; Additive white noise; Channel coding; Data mining; Delay; Hidden Markov models; Iterative decoding; Multimedia communication; Parity check codes; Redundancy; Source coding;
fLanguage
English
Publisher
ieee
Conference_Titel
Communication Systems, 2002. ICCS 2002. The 8th International Conference on
Print_ISBN
0-7803-7510-6
Type
conf
DOI
10.1109/ICCS.2002.1182493
Filename
1182493
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