Energy-Distortion Exponents in Lossy Transmission of Gaussian Sources Over Gaussian Channels

被引:24
作者
Koken, Erman [1 ]
Gunduz, Deniz [2 ]
Tuncel, Ertem [1 ]
机构
[1] Univ Calif Riverside, Dept Elect & Comp Engn, Riverside, CA 92521 USA
[2] Imperial Coll London, Dept Elect & Elect Engn, London SW7 2AZ, England
基金
美国国家科学基金会; 欧洲研究理事会;
关键词
Broadcast channels; energy-distortion exponent; energy-distortion tradeoff; energy-limited transmission; joint source-channel coding; zero-delay; CODES;
D O I
10.1109/TIT.2016.2634578
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Lossy transmission of Gaussian sources over energy-limited Gaussian point-to-point and broadcast channels is studied under the infinite bandwidth regime, i.e., when the number of channel uses is unlimited. Using previously known asymptotic achievability and converse results, the energy-distortion exponent, defined as the rate of decay of the square-error distortion as the available energy-to-noise ratio increases without bound, is completely characterized for both the point-to-point and broadcast channel cases. Turning then to the scenario of zero-delay transmission, where outage events with arbitrarily small probability are allowed, it is shown that the same energy-distortion exponent as in the infinite-delay case can be achieved in all the studied scenarios.
引用
收藏
页码:1227 / 1236
页数:10
相关论文
共 21 条
[1]   On Zero-Delay Source-Channel Coding [J].
Akyol, Emrah ;
Viswanatha, Kumar B. ;
Rose, Kenneth ;
Ramstad, Tor A. .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2014, 60 (12) :7473-7489
[2]  
[Anonymous], 2014, CAN CON EL COMP EN
[3]   On the Performance of Hybrid Digital-Analog Coding for Broadcasting Correlated Gaussian Sources [J].
Behroozi, Hamid ;
Alajaji, Fady ;
Linder, Tamas .
IEEE TRANSACTIONS ON COMMUNICATIONS, 2011, 59 (12) :3335-3342
[4]   Broadcasting Correlated Gaussians [J].
Bross, Shraga I. ;
Lapidoth, Amos ;
Tinguely, Stephan .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2010, 56 (07) :3057-3068
[5]   Zero-Delay Joint Source-Channel Coding Using Hybrid Digital-Analog Schemes in the Wyner-Ziv Setting [J].
Chen, Xuechen ;
Tuncel, Ertem .
IEEE TRANSACTIONS ON COMMUNICATIONS, 2014, 62 (02) :726-735
[6]   Separate Source-Channel Coding for Transmitting Correlated Gaussian Sources Over Degraded Broadcast Channels [J].
Gao, Yang ;
Tuncel, Ertem .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2013, 59 (06) :3619-3634
[7]  
Gersho A., 2012, Vector Quantization and Signal Compression, V159
[8]   Shannon-Kotel'nikov Mappings in Joint Source-Channel Coding [J].
Hekland, Fredrik ;
Floor, Pai Anders ;
Ramstad, Tor A. .
IEEE TRANSACTIONS ON COMMUNICATIONS, 2009, 57 (01) :94-105
[9]   Energy-Distortion Tradeoffs in Gaussian Joint Source-Channel Coding Problems [J].
Jain, Aman ;
Guenduez, Deniz ;
Kulkarni, Sanjeev R. ;
Poor, H. Vincent ;
Verdu, Sergio .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2012, 58 (05) :3153-3168
[10]   On the Minimum Energy of Sending Correlated Sources Over the Gaussian MAC [J].
Jiang, Nan ;
Yang, Yang ;
Host-Madsen, Anders ;
Xiong, Zixiang .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2014, 60 (10) :6254-6275