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Causal Rate Distortion Function on Abstract Alphabets: Optimal Reconstruction and Properties

A causal rate distortion function with a general fidelity criterion is formulated on abstract alphabets and a coding theorem is derived. Existence of the minimizing kernel is shown using the topology of weak convergence of probability measures. The optimal reconstruction kernel is derived, which is causal, and certain properties of the causal rate distortion function are presented.

preprint2012arXivOpen access
Photios A. StavrouCharalambos D. CharalambousChristos K. Kourtellaris
math.ITInformation Theorymath.PRmath.FA
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Open access3 authors4 topics
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Citations: 0Reviews: 0Saves: 0Code: not linkedDataset: not linkedInstitutions: 0

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Photios A. StavrouCharalambos D. CharalambousChristos K. Kourtellaris

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