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- W2789706212 abstract "In this work we relax the usual separability assumption made in rate-distortion literature and propose f -separable distortion measures, which are well suited to model non-linear penalties. The main insight behind f -separable distortion measures is to define an n-letter distortion measure to be an f -mean of single-letter distortions. We prove a rate-distortion coding theorem for stationary ergodic sources with f -separable distortion measures, and provide some illustrative examples of the resulting rate-distortion functions. Finally, we discuss connections between f -separable distortion measures, and the subadditive distortion measure previously proposed in literature." @default.
- W2789706212 created "2018-03-29" @default.
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- W2789706212 date "2018-02-08" @default.
- W2789706212 modified "2023-10-18" @default.
- W2789706212 title "A Coding Theorem for f-Separable Distortion Measures" @default.
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- W2789706212 doi "https://doi.org/10.3390/e20020111" @default.
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