Successive Wyner-Ziv Coding Scheme and its Application to the Quadratic Gaussian CEO Problem

Details Successive Wyner-Ziv Coding Scheme and its Application to the Quadratic Gaussian CEO Problem Successive Wyner-Ziv Coding Scheme and its Application to the Quadratic Gaussian CEO Problem

2006-04-19

arxiv.org/abs/cs/0604077v1

Computer Science

Information Theory

28 pages, submitted to the IEEE Transactions on Information Theory

Scientific paper

We introduce a distributed source coding scheme called successive Wyner-Ziv coding. We show that any point in the rate region of the quadratic Gaussian CEO problem can be achieved via the successive Wyner-Ziv coding. The concept of successive refinement in the single source coding is generalized to the distributed source coding scenario, which we refer to as distributed successive refinement. For the quadratic Gaussian CEO problem, we establish a necessary and sufficient condition for distributed successive refinement, where the successive Wyner-Ziv coding scheme plays an important role.

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