Robust Distributed Source Coding with Arbitrary Number of Encoders and Practical Code Design Technique

Publish Year: 1392
نوع سند: مقاله ژورنالی
زبان: English
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شناسه ملی سند علمی:

JR_JIAE-10-2_006

تاریخ نمایه سازی: 13 تیر 1396

Abstract:

The robustness property can be added to DSC system at the expense of reducing performance, i.e., increasing the sumrate. The aim of designing robust DSC schemes is to trade off between system robustness and compression efficiency. In this paper, after deriving an inner bound on the rate–distortion region for the quadratic Gaussian MDC based RDSC system with two encoders, the structure of the RDSC system with three encoders and more generally with an arbitrary number of encoders are considered. Then inner bounds on the rate–distortion region for both MDC and MLC based Gaussian RDSC systems with an arbitrary number of encoders are derived. Finally, a practical coding approach for both MDC and MLC based Gaussian RDSC systems with an arbitrary number of encoders is proposed. The proposed approach is based on the multilevel Slepian-Wolf coded quantization framework. The approach is applied on the systems with two and three encoders and then extending and applying the approach on the systems with the number of encoders greater than three is straightforward. The obtained results are promising and satisfy the inner bounds for both rates and distortions for both sides and central decoders. This work paves the way of practical RDSC design in a general case.

Keywords:

Robust distributed source coding , Robust multiterminal source coding , Slepian-Wolf coded quantization

Authors

M Nooshyar

Assistant Professor, Department of Computer Engineering, Faculty of Engineering, University of Mohaghegh Ardabili, Ardabil, Iran

A Aghagolzadeh

Professor, Faculty of Electrical and Computer Engineering, Babol University of Technology

H. R. Rabiee

Associate Professor, Faculty of Computer Engineering, Sharif University of Technology, Tehran, Iran

E Mikaili

Lecturer, Department of Electrical Engineering, Ardabil Branch, Islamic Azad University, Ardabil, Iran