Rate distortion analysis for quantization of distributed source coding

Si Ping Wang; Zhi Wen Liu; You Gen Xu

doi:10.1109/ICOSP.2006.344458

Rate distortion analysis for quantization of distributed source coding

Si Ping Wang^*, Zhi Wen Liu, You Gen Xu

^*此作品的通讯作者

集成电路与电子学院

Beijing Institute of Technology

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

摘要

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.

源语言	英语
主期刊名	8th International Conference on Signal Processing, ICSP 2006
出版商	Institute of Electrical and Electronics Engineers Inc.
ISBN（印刷版）	0780397371, 9780780397378
DOI	https://doi.org/10.1109/ICOSP.2006.344458
出版状态	已出版 - 2006
活动	8th International Conference on Signal Processing, ICSP 2006 - Guilin, 中国期限: 16 11月 2006 → 20 11月 2006

出版系列

姓名	International Conference on Signal Processing Proceedings, ICSP
卷	1

会议

会议	8th International Conference on Signal Processing, ICSP 2006
国家/地区	中国
市	Guilin
时期	16/11/06 → 20/11/06

访问文件

10.1109/ICOSP.2006.344458

其它文件与链接

链接到 Scopus 的出版物

引用此

Wang, S. P., Liu, Z. W., & Xu, Y. G. (2006). Rate distortion analysis for quantization of distributed source coding. 在 8th International Conference on Signal Processing, ICSP 2006 文章 4128794 (International Conference on Signal Processing Proceedings, ICSP; 卷 1). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICOSP.2006.344458

@inproceedings{b042e463d1c34c888610ebde36459122,

title = "Rate distortion analysis for quantization of distributed source coding",

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 = "Clean source, Distributed source coding, Noisy source, Quantization, Rate distortion",

author = "Wang, {Si Ping} and Liu, {Zhi Wen} and Xu, {You Gen}",

year = "2006",

doi = "10.1109/ICOSP.2006.344458",

language = "English",

isbn = "0780397371",

series = "International Conference on Signal Processing Proceedings, ICSP",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

booktitle = "8th International Conference on Signal Processing, ICSP 2006",

address = "United States",

note = "8th International Conference on Signal Processing, ICSP 2006 ; Conference date: 16-11-2006 Through 20-11-2006",

}

Wang, SP, Liu, ZW & Xu, YG 2006, Rate distortion analysis for quantization of distributed source coding. 在 8th International Conference on Signal Processing, ICSP 2006., 4128794, International Conference on Signal Processing Proceedings, ICSP, 卷 1, Institute of Electrical and Electronics Engineers Inc., 8th International Conference on Signal Processing, ICSP 2006, Guilin, 中国, 16/11/06. https://doi.org/10.1109/ICOSP.2006.344458

Rate distortion analysis for quantization of distributed source coding. / Wang, Si Ping; Liu, Zhi Wen; Xu, You Gen.
8th International Conference on Signal Processing, ICSP 2006. Institute of Electrical and Electronics Engineers Inc., 2006. 4128794 (International Conference on Signal Processing Proceedings, ICSP; 卷 1).

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

TY - GEN

T1 - Rate distortion analysis for quantization of distributed source coding

AU - Wang, Si Ping

AU - Liu, Zhi Wen

AU - Xu, You Gen

PY - 2006

Y1 - 2006

N2 - 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.

AB - 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.

KW - Clean source

KW - Distributed source coding

KW - Noisy source

KW - Quantization

KW - Rate distortion

UR - http://www.scopus.com/inward/record.url?scp=34249276763&partnerID=8YFLogxK

U2 - 10.1109/ICOSP.2006.344458

DO - 10.1109/ICOSP.2006.344458

M3 - Conference contribution

AN - SCOPUS:34249276763

SN - 0780397371

SN - 9780780397378

T3 - International Conference on Signal Processing Proceedings, ICSP

BT - 8th International Conference on Signal Processing, ICSP 2006

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 8th International Conference on Signal Processing, ICSP 2006

Y2 - 16 November 2006 through 20 November 2006

ER -

Rate distortion analysis for quantization of distributed source coding

摘要

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会议

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