Skip to Main content Skip to Navigation
Conference papers

Two-encoder multiterminal source coding with side information under logarithmic loss

Abstract : In this work, we study the problem of two-encoder multiterminal source coding with side information under logarithmic loss distortion measure. We establish a single-letter characterization of the rate-distortion region of this model in the discrete memoryless case. The proof of the converse relies heavily on that of Courtade-Weissman rate-distortion region of the classic two-encoder multiterminal distributed source coding without side information; and extends it to the case in which the decoder has access to a side information stream that is statistically dependent on the sources that need to be compressed. We also apply our result to the so-called Information Bottleneck Method and establish the optimal tradeoff between complexity and accuracy of the prediction in this setting.
Complete list of metadatas

https://hal.archives-ouvertes.fr/hal-01807470
Contributor : Abdellatif Zaidi <>
Submitted on : Monday, June 4, 2018 - 5:38:18 PM
Last modification on : Thursday, May 14, 2020 - 10:56:02 AM

Identifiers

Citation

Abdellatif Zaidi. Two-encoder multiterminal source coding with side information under logarithmic loss. IEEE International Symposium on Information Theory, ISIT 2017, Jun 2017, Aachen, Germany. pp.724-728, ⟨10.1109/ISIT.2017.8006623⟩. ⟨hal-01807470⟩

Share

Metrics

Record views

105