In this paper, we develop a numerical approximation based on the Blahut Arimoto algorithm to the rate distortion function of sources with alpha-stable distribution both for the symmetric and the skewed cases. The calculated rate-distortion function provides bounds for lossy source coding/data compression and the achievable rates for a given distortion.

Rate-distortion function for alpha-stable sources

Kuruoglu EE;
2016

Abstract

In this paper, we develop a numerical approximation based on the Blahut Arimoto algorithm to the rate distortion function of sources with alpha-stable distribution both for the symmetric and the skewed cases. The calculated rate-distortion function provides bounds for lossy source coding/data compression and the achievable rates for a given distortion.
2016
Istituto di Scienza e Tecnologie dell'Informazione "Alessandro Faedo" - ISTI
alpha-Stable distribution
Rate-distortion function
Blahut-Arimoto algorithm
Impulsive data compression
Impulsive source coding
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.14243/325573
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