Advancing over up-to-date information theoretic results that assume symmetric correlation models, in this work we consider the problem of lossy binary source coding with side information, where the correlation is expressed by a generic binary asymmetric channel. Specifically, we present an in-depth analysis of rate distortion with side information available to both the encoder and decoder (conventional predictive), as well as the Wyner-Ziv problem for this particular setup. Prompted by our recent results for the Z-channel correlation case, we evaluate the rate loss between the Wyner-Ziv and the conventional predictive coding, as a function of the parameters of the binary asymmetric correlation channel.
Sechelea, A, Cheng, S, Munteanu, A & Deligiannis, N 2015, Binary Rate Distortion With Side Information: The Asymmetric Correlation Channel Case. in IEEE Global Conference on Signal and Information Processing (GlobalSIP). pp. 1-5, GlobalSIP 2015, Orlando, United States, 14/12/15.
Sechelea, A., Cheng, S., Munteanu, A., & Deligiannis, N. (2015). Binary Rate Distortion With Side Information: The Asymmetric Correlation Channel Case. In IEEE Global Conference on Signal and Information Processing (GlobalSIP) (pp. 1-5)
@inproceedings{f9d5b1c21a3d4e4e97f85ac1d971e784,
title = "Binary Rate Distortion With Side Information: The Asymmetric Correlation Channel Case",
abstract = "Advancing over up-to-date information theoretic results that assume symmetric correlation models, in this work we consider the problem of lossy binary source coding with side information, where the correlation is expressed by a generic binary asymmetric channel. Specifically, we present an in-depth analysis of rate distortion with side information available to both the encoder and decoder (conventional predictive), as well as the Wyner-Ziv problem for this particular setup. Prompted by our recent results for the Z-channel correlation case, we evaluate the rate loss between the Wyner-Ziv and the conventional predictive coding, as a function of the parameters of the binary asymmetric correlation channel.",
keywords = "Source coding with side information, asymmetric channel, rate-distortion bound, Wyner-Ziv coding",
author = "Andrei Sechelea and Samuel Cheng and Adrian Munteanu and Nikolaos Deligiannis",
year = "2015",
month = dec,
day = "14",
language = "English",
pages = "1--5",
booktitle = "IEEE Global Conference on Signal and Information Processing (GlobalSIP)",
note = "GlobalSIP 2015 ; Conference date: 14-12-2015 Through 16-12-2015",
}