DocumentCode
1929052
Title
Rate Distortion Analysis for Quantization of Distributed Source Coding
Author
Wang, Si-ping ; Liu, Zhi-wen ; Xu, You-gen
Author_Institution
Dept. of Electron. Eng., Beijing Inst. of Technol.
Volume
1
fYear
2006
fDate
16-20 2006
Abstract
In this paper, we analyze the rate-distortion (R-D) performance of distributed source coding (DSC) quantization. In W-Z problem, quantization must consider source, channel, side information. In variable cases, source and output of quantization and side information forming different Markov chain, we propose rate distortion functions for clean and noisy sources using these chains. Based on these functions, we analyze some system parameters related to R-D performance for Gaussian source. The results show that side information have obviously effect
Keywords
Gaussian processes; Markov processes; quantisation (signal); source coding; Gaussian source; Markov chain; distributed source coding; noisy sources; quantization; rate distortion analysis; Decoding; Information analysis; Noise figure; Performance analysis; Quantization; Random variables; Rate distortion theory; Rate-distortion; Source coding; Transform coding;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing, 2006 8th International Conference on
Conference_Location
Beijing
Print_ISBN
0-7803-9736-3
Electronic_ISBN
0-7803-9736-3
Type
conf
DOI
10.1109/ICOSP.2006.344458
Filename
4128794
Link To Document