Lossy distributed source coding using LDPC codes

In this paper, we propose a practical scheme for lossy distributed source coding with side information available at the decoder. Our proposed scheme is based on sending parity bits using LDPC codes. We provide the design procedure for the LDPC code that guarantees performance close to the Wyner-Ziv...

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Veröffentlicht in:IEEE communications letters 2009-02, Vol.13 (2), p.136-138
Hauptverfasser: Sartipi, M., Fekri, F.
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description In this paper, we propose a practical scheme for lossy distributed source coding with side information available at the decoder. Our proposed scheme is based on sending parity bits using LDPC codes. We provide the design procedure for the LDPC code that guarantees performance close to the Wyner-Ziv limit for long LDPC codes. Using simulation results, we show that the proposed method performs close to the theoretical limit for even short length codes.
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subjects Applied sciences
Coding
Coding, codes
Communication systems
Computer science
Convolutional codes
Decoders
Decoding
distributed source coding
Exact sciences and technology
Hamming distance
Information, signal and communications theory
LDPC codes
Linear code
non-uniform code
Parity
Parity check codes
Rate-distortion
Signal and communications theory
Simulation
Source coding
Telecommunications and information theory
Time sharing computer systems
Wyner-Ziv limit
title Lossy distributed source coding using LDPC codes
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