Motivated by the correlation channel modeling problem in practical applications, such as distributed video coding, we study the binary source coding of a uniform source with side information, under asymmetric correlation channel assumptions. First, we consider the case where side information is available to both the encoder and decoder, and give an analytical formula for the rate-distortion bound. Then, we consider the side information to be available only to the decoder and present the derivation of the associated Wyner- Ziv rate-distortion bound. Most importantly, we characterize the evolution of the rate-loss suffered by Wyner-Ziv coding, for all possible binary asymmetric correlation channels
Sechelea, A, Munteanu, A, Cheng, S & Deligiannis, N 2016, The rate loss in binary source coding with decoder side information. in IEEE Data Compression Conference, DCC 2016. IEEE, IEEE Data Compression Conference DCC 2016, 29/03/16.
Sechelea, A., Munteanu, A., Cheng, S., & Deligiannis, N. (2016). The rate loss in binary source coding with decoder side information. In IEEE Data Compression Conference, DCC 2016 IEEE.
@inproceedings{6d3ba21aff7841059ed1dd998d4e0d66,
title = "The rate loss in binary source coding with decoder side information",
abstract = "Motivated by the correlation channel modeling problem in practical applications, such as distributed video coding, we study the binary source coding of a uniform source with side information, under asymmetric correlation channel assumptions. First, we consider the case where side information is available to both the encoder and decoder, and give an analytical formula for the rate-distortion bound. Then, we consider the side information to be available only to the decoder and present the derivation of the associated Wyner- Ziv rate-distortion bound. Most importantly, we characterize the evolution of the rate-loss suffered by Wyner-Ziv coding, for all possible binary asymmetric correlation channels ",
keywords = "Wyner-Ziv Coding, Correlation channel modeling",
author = "Andrei Sechelea and Adrian Munteanu and Samuel Cheng and Nikolaos Deligiannis",
year = "2016",
month = mar,
language = "English",
isbn = "978-1-5090-1854-3",
booktitle = "IEEE Data Compression Conference, DCC 2016",
publisher = "IEEE",
note = "IEEE Data Compression Conference DCC 2016 ; Conference date: 29-03-2016",
}