Distributed Source Coding

 

Introduction     DSC using Convolutional Codes     DSC using Turbo Codes     Other DSC Work

 

(Last modified November 2001. For more recent work, refer to the Wyner-Ziv Coding of Video webpage)


Work on Distributed Source Coding

 

Theory

 

[1]        D. Slepian and J.K. Wolf, “Noiseless coding of correlated information sources,” IEEE Trans. Inform. Theory, vol. IT-19, pp. 471-480, July 1973.

[2]        A.D. Wyner, "On source coding with side information at the decoder," IEEE Trans. Inform. Theory, vol.  IT-21, pp.394-300, May 1975.

[3]        A.D. Wyner and J. Ziv, "The rate distortion function four source coding with side information at the decoder," IEEE Trans. Inform. Theory, vol.  IT-22, pp.1-10, January 1976.

[4]        A.D. Wyner, "The rate distortion function four source coding with side information at the decoder-II: General souces," Inform, Contr., vol. 38, pp.60-80, May 1978.

[5]        T.J. Flynn and R.M. Gray, "Encoding of correlated observations," IEEE Trans. Inform. Theory, vol. IT-33, pp. 773-787, November 1987.

 

Design and Application

 

[6]        S.S Pradhan and K. Ramchandran, “Distributed source coding using syndromes (DISCUS): Design and construction,” Proc. IEEE Data Compression Conference, Snowbird, UT, March 1999.

[7]        S.S Pradhan and K. Ramchandran, “Distributed source coding: Symmetric rates and applications to sensor networks,” Proc. IEEE Data Compression Conference, Snowbird, UT, March 2000.

[8]        K. Ozonat, "Lossless Distributed Source Coding for Highly Correlated Still Images," EE368B Class Project, Stanford University, December 2000. Webpage.

[9]        K. Ozonat, "Distributed Compression for Binary Symmetric Channels," EE368C Class Project, Stanford University, March 2001.  Webpage.

[10]      S.S Pradhan and K. Ramchandran, “Enhancing analog image transmission systems using digital side information: a new wavelet-based image coding paradigm,” Proc. IEEE Data Compression Conference, Snowbird, UT, March 2001.

[11]      X. Wang and M. T. Orchard, "Design of trellis codes for source coding with side information at the decoder," Proc. IEEE Data Compression Conference, Snowbird, UT, March 2001.

 

 

Other References

 

Convolutional Codes and Turbo Codes

 

[12]      J. Cioffi, EE 379B Course Reader, Stanford University, March 2001.

[13]      C. Berrou, A. Glavieux, and P. Thitimajshima, “Near Shannon limit error-correcting coding and decoding: Turbo-Codes,” Proc. IEEE International Conference on Communications, Geneve, Switzerland, May 1993.

[14]      D. Divsalar and F. Pollara, “Multiple turbo codes,” Military Communications Conference, 1995.