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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.

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Paper Details

Authors:
Samuel Cheng, Adrian Munteanu, Nikos Deligiannis
Submitted On:
23 February 2016 - 1:44pm
Short Link:
Type:
Presentation Slides
Event:
Presenter's Name:
Andrei Sechelea
Document Year:
2015
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Document Files

Sechelea_GlobalSIP.pdf

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[1] Samuel Cheng, Adrian Munteanu, Nikos Deligiannis, "Binary Rate Distortion With Side Information: The Asymmetric Correlation Channel Case", IEEE SigPort, 2015. [Online]. Available: http://sigport.org/386. Accessed: Aug. 18, 2018.
@article{386-15,
url = {http://sigport.org/386},
author = {Samuel Cheng; Adrian Munteanu; Nikos Deligiannis },
publisher = {IEEE SigPort},
title = {Binary Rate Distortion With Side Information: The Asymmetric Correlation Channel Case},
year = {2015} }
TY - EJOUR
T1 - Binary Rate Distortion With Side Information: The Asymmetric Correlation Channel Case
AU - Samuel Cheng; Adrian Munteanu; Nikos Deligiannis
PY - 2015
PB - IEEE SigPort
UR - http://sigport.org/386
ER -
Samuel Cheng, Adrian Munteanu, Nikos Deligiannis. (2015). Binary Rate Distortion With Side Information: The Asymmetric Correlation Channel Case. IEEE SigPort. http://sigport.org/386
Samuel Cheng, Adrian Munteanu, Nikos Deligiannis, 2015. Binary Rate Distortion With Side Information: The Asymmetric Correlation Channel Case. Available at: http://sigport.org/386.
Samuel Cheng, Adrian Munteanu, Nikos Deligiannis. (2015). "Binary Rate Distortion With Side Information: The Asymmetric Correlation Channel Case." Web.
1. Samuel Cheng, Adrian Munteanu, Nikos Deligiannis. Binary Rate Distortion With Side Information: The Asymmetric Correlation Channel Case [Internet]. IEEE SigPort; 2015. Available from : http://sigport.org/386