475,336 research outputs found
Successive Wyner-Ziv Coding Scheme and its Application to the Quadratic Gaussian CEO Problem
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.Comment: 28 pages, submitted to the IEEE Transactions on Information Theor
Polar Codes for Distributed Hierarchical Source Coding
We show that polar codes can be used to achieve the rate-distortion functions
in the problem of hierarchical source coding also known as the successive
refinement problem. We also analyze the distributed version of this problem,
constructing a polar coding scheme that achieves the rate distortion functions
for successive refinement with side information.Comment: 14 page
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