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On the rate distortion function of sources with incomplete statistics

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1 Author(s)
Vogel, P.H.A. ; Philips Kommunikations Ind. AG, Nuremberg, Germany

Maximization of the rate distortion function (RDF) of a class of memoryless sources constrained by moments is transformed to a minimax problem. Kuhn-Tucker conditions for determining channel capacity and an RDF are solved simultaneously by a linear program. Special cases include the maximum entropy method, Gaussian densities, and spherical invariance

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Information Theory, IEEE Transactions on  (Volume:38 ,  Issue: 1 )