Wyner-Ziv Coding Over Broadcast Channels: Hybrid Digital/Analog Schemes

被引:16
作者
Gao, Yang [1 ]
Tuncel, Ertem [1 ]
机构
[1] Univ Calif Riverside, Dept Elect Engn, Riverside, CA 92521 USA
基金
美国国家科学基金会;
关键词
Broadcast channels; Costa coding; hybrid digital/analog coding; joint source-channel coding; writing on dirty paper; Wyner-Ziv coding; SIDE INFORMATION; PAPER;
D O I
10.1109/TIT.2011.2162266
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A new hybrid digital/analog scheme is proposed for lossy transmission of a Gaussian source over a bandwidth-matched Gaussian broadcast channel with source side information available at each receiver. The proposed scheme combines two schemes that were previously shown to achieve optimal point-to-point distortion/power tradeoff simultaneously at all receivers under two distinct conditions stated in terms of channel and side information quality parameters. For the two-receiver case, the combined scheme is shown to achieve the same kind of optimality for the entire region in the parameter space sandwiched between those two conditions. Crucial to this result is a new degree of freedom discovered in designing point-to-point hybrid digital/analog schemes with side information. When superimposed with analog transmission, the proposed scheme outperforms all previously known schemes even outside the optimality region in the parameter space.
引用
收藏
页码:5660 / 5672
页数:13
相关论文
共 9 条
[1]   WRITING ON DIRTY PAPER [J].
COSTA, MHM .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1983, 29 (03) :439-441
[2]   New Hybrid Digital/Analog Schemes for Transmission of a Gaussian Source Over a Gaussian Channel [J].
Gao, Yang ;
Tuncel, Ertem .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2010, 56 (12) :6014-6019
[3]  
Gunduz D., 2008, P IEEE INT S INF THE
[4]   Joint Wyner-Ziv/Dirty-Paper Coding by Modulo-Lattice Modulation [J].
Kochman, Yuval ;
Zamir, Ram .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2009, 55 (11) :4878-4889
[5]   Wyner-Ziv Coding Over Broadcast Channels: Digital Schemes [J].
Nayak, Jayanth ;
Tuncel, Ertem ;
Gunduz, Deniz .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2010, 56 (04) :1782-1799
[6]   Systematics lossy source/channel coding [J].
Shamai, S ;
Verdu, S ;
Zamir, R .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1998, 44 (02) :564-579
[7]   Slepian-Wolf coding over broadcast channels [J].
Tuncel, E .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2006, 52 (04) :1469-1482
[8]   Joint Source Channel Coding With Side Information Using Hybrid Digital Analog Codes [J].
Wilson, Makesh Pravin ;
Narayanan, Krishna ;
Caire, Giuseppe .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2010, 56 (10) :4922-4940
[9]   RATE-DISTORTION FUNCTION FOR SOURCE CODING WITH SIDE INFORMATION AT DECODER [J].
WYNER, AD ;
ZIV, J .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1976, 22 (01) :1-10