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Rate Region of the Vector Gaussian CEO Problem with the Trace Distortion Constraint

We establish a new extremal inequality, which is further leveraged to give a complete characterization of the rate region of the vector Gaussian CEO problem with the trace distortion constraint. The proof of this extremal inequality hinges on a careful analysis of the Karush-Kuhn-Tucker necessary conditions for the non-convex optimization problem associated with the Berger-Tung scheme, which enables us to integrate the perturbation argument by Wang and Chen with the distortion projection method by Rahman and Wagner.

preprint2014arXivOpen access
Yinfei XuQiao Wang
math.ITInformation Theory
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Yinfei XuQiao Wang

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