On the distortion SNR exponent of hybrid digital-analog space-time coding

被引:49
作者
Caire, Giuseppe [1 ]
Narayanan, Krishna
机构
[1] Univ So Calif, Dept Elect Engn, Viterbi Sch Engn, Los Angeles, CA 90089 USA
[2] Texas A&M Univ, Dept Elect Engn, College Stn, TX 77840 USA
基金
美国国家科学基金会;
关键词
block-fading channels; distortion exponent; hybrid digital analog coding; joint source-channel coding; multiplexing-diversity tradeoff; space-time coding; outage probability;
D O I
10.1109/TIT.2007.901188
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We consider the transmission of a real independent and identically distributed(i.i.d.) "analog" source over a quasi-static M-input N-output multiple-input multiple-output (MIMO) block-fading channel. The relevant performance criterion is end-to-end average quadratic distortion D versus channel signal-to-noise ratio (SNR), for given spectral efficiency eta, defined as the ratio of the source bandwidth over the channel bandwidth. In the limit of high SNR, we define the distortion SNR exponent a*(eta) as the largest a such that D = snr(-alpha), over all possible source-channel coding schemes of spectral efficiency eta. We find a simple upper bound on a*(eta), an achievable lower bound a(sep) (eta) achievable by separated (tandem) source-channel coding, and a tighter lower bound a(hybrid)(eta)achievablebynew hybrid digital analog space-time coding schemes. As a corollary, we have that a* (eta) is completely determined for the scalar case M = N = 1 and for the "bandwidth compression" case eta >= 2 min {M, N}. Explicit and simple construction of hybrid space-time codes achieving a(hybrid)(eta) are also given.
引用
收藏
页码:2867 / 2878
页数:12
相关论文
共 28 条
[1]  
[Anonymous], 2004, FUNDAMENTALS COMMUNI
[2]   The Golden code: A 2x2 full-rate space-time code with nonvanishing determinants [J].
Belfiore, JC ;
Rekaya, G ;
Viterbo, E .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2005, 51 (04) :1432-1436
[3]   Fading channels: Information-theoretic and communications aspects [J].
Biglieri, E ;
Proakis, J ;
Shamai, S .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1998, 44 (06) :2619-2692
[4]   The throughput of hybrid-ARQ protocols for the Gaussian collision channel [J].
Caire, G ;
Tuninetti, D .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2001, 47 (05) :1971-1988
[5]  
CAIRE G, 2005, P 43 ANN ALL C COMM
[6]  
Cover TM, 2006, Elements of Information Theory
[7]  
Dembo A., 2010, Large Deviations Techniques and Applications
[8]  
DUNN B, 2005, P 43 ANN ALL C COMM
[9]  
El Gamal H, 2005, 2005 IEEE International Symposium on Information Theory (ISIT), Vols 1 and 2, P1823
[10]   Lattice coding and decoding achieve the optimal diversity-multiplexing tradeoff of MIMO channels [J].
El Gamal, H ;
Caire, G ;
Damen, MO .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2004, 50 (06) :968-985