Wyner-Ziv Video Coding Based on Turbo Codes Exploiting Perfect Knowledge of Parity Bits

In a Wyner-Ziv video coding system based on turbo codes, parity bits are generated for a Wyner-Ziv frame and transmitted to the decoder. In this context of distributed source coding, we can assume that the transmission of the parity bits is guaranteed to be error-free by the lower network layers. In our work, we propose a simple method to exploit the guaranteed reliability of the parity bits so that the turbo decoding achieves a better performance. The proposed scheme is to assign the parity bits a higher weight than the information bits in turbo decoding. Our simulation on binary sequences shows that the proposed scheme enables turbo codes to come closer to the Slepian-Wolf bound in distributed lossless source coding. When it is applied to Wyner-Ziv video coding, the bit rate is reduced by 2% -4% for a given video quality. Although the gain is relatively small, it comes for free, because all that we have to do is to multiply the parity bits with a sufficiently large factor before the decoding process starts.

[1]  Aaron D. Wyner,et al.  The rate-distortion function for source coding with side information at the decoder , 1976, IEEE Trans. Inf. Theory.

[2]  R. A. McDonald,et al.  Noiseless Coding of Correlated Information Sources , 1973 .

[3]  Laurence B. Milstein,et al.  On the performance of hybrid FEC/ARQ systems using rate compatible punctured turbo (RCPT) codes , 2000, IEEE Trans. Commun..

[4]  John Cocke,et al.  Optimal decoding of linear codes for minimizing symbol error rate (Corresp.) , 1974, IEEE Trans. Inf. Theory.

[5]  Rui Zhang,et al.  Wyner-Ziv coding of motion video , 2002, Conference Record of the Thirty-Sixth Asilomar Conference on Signals, Systems and Computers, 2002..

[6]  Bernd Girod,et al.  Compression with side information using turbo codes , 2002, Proceedings DCC 2002. Data Compression Conference.