Volume 20, Issue 3 (JIAEEE Vol.20 No.3 2023)
Journal of Iranian Association of Electrical and Electronics Engineers 2023, 20(3): 81-88 |
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Nangir M. Binary CEO Problem Coding Under Hamming Distortion Criterion Based on Source Splitting Technique. Journal of Iranian Association of Electrical and Electronics Engineers 2023; 20 (3) :81-88
URL: http://jiaeee.com/article-1-1372-en.html
URL: http://jiaeee.com/article-1-1372-en.html
Faculty of Electrical and Computer Engineering, University of Tabriz
Abstract: (767 Views)
A practical low-complexity implementable coding scheme is considered for a two-link binary Chief Executive Officer (CEO) problem in this paper. The proposed scheme is based on the binary quantization and the Slepian-Wolf (SW) coding problem. It is shown that the source splitting technique is an efficient method for achieving non-corner points of the achievable rate region of the SW problem. Decoding is accomplished by employing iterative message passing algorithms for the Wyner-Ziv (WZ) problem, in the proposed scheme. We show in this paper that applying iterative message-passing schemes yields a close rate-distortion performance to the Berger-Tung inner bound of the binary CEO problem.
Keywords: Binary Quantization, Source Splitting, Berger-Tung Theoretical Bound, Binary CEO Problem, SW problem.
Type of Article: Research |
Subject:
Communication
Received: 2021/09/3 | Accepted: 2022/07/3 | Published: 2023/05/24
Received: 2021/09/3 | Accepted: 2022/07/3 | Published: 2023/05/24
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