Separate Source Coding of Correlated Gaussian Remote Sources

We consider the separate source coding problem of correlated Gaussian observations . We consider the case that satisfy where are correlated Gaussian random variables and are independent additive Gaussian noises also independent of . On this coding system the determination problem of the rate distortion region remains open. In our previous work, we derived explicit outer and inner bounds of the rate distortion region. In this paper we show that when Gaussian correlated sources satisfy some condition, the outer bound coincides with the inner bound.

[1]  Toby Berger,et al.  Rate-distortion for correlated sources with partially separated encoders , 1982, IEEE Trans. Inf. Theory.

[2]  Toby Berger,et al.  An upper bound on the rate distortion function for source coding with partial side information at the decoder , 1979, IEEE Trans. Inf. Theory.

[3]  Sui Tung,et al.  Multiterminal source coding (Ph.D. Thesis abstr.) , 1978, IEEE Trans. Inf. Theory.

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

[5]  T. Berger,et al.  The quadratic Gaussian CEO problem , 1995, Proceedings of 1995 IEEE International Symposium on Information Theory.

[6]  Gregory J. Pottie,et al.  Fidelity and Resource Sensitive Data Gathering , 2004 .

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

[8]  Yasutada Oohama Separate Source Coding of Correlated Gaussian Remote Observations , 2005 .

[9]  Y. Oohama Gaussian multiterminal source coding , 1995, Proceedings of 1995 IEEE International Symposium on Information Theory.

[10]  Hirosuke Yamamoto,et al.  Source Coding Theory for Multiterminal Communication Systems with a Remote Source , 1980 .

[11]  Toby Berger,et al.  Multiterminal source encoding with one distortion criterion , 1989, IEEE Trans. Inf. Theory.

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

[13]  Hirosuke Yamamoto,et al.  Wyner-Ziv theory for a general function of the correlated sources , 1982, IEEE Trans. Inf. Theory.

[14]  Robert M. Gray,et al.  Encoding of correlated observations , 1987, IEEE Trans. Inf. Theory.

[15]  Yasutada Oohama,et al.  The Rate-Distortion Function for the Quadratic Gaussian CEO Problem , 1998, IEEE Trans. Inf. Theory.