Ergodic Capacity Analysis of Amplify-and-Forward MIMO Dual-Hop Systems

被引:174
作者
Jin, Shi [1 ]
McKay, Matthew R. [2 ]
Zhong, Caijun [3 ]
Wong, Kai-Kit [4 ]
机构
[1] Southeast Univ, Natl Mobile Commun Res Lab, Nanjing 210096, Peoples R China
[2] Hong Kong Univ Sci & Technol, Dept Elect & Comp Engn, Kowloon, Hong Kong, Peoples R China
[3] Queens Univ Belfast, Inst Elect Commun & Informat Technol ECIT, Belfast BT3 9DT, Antrim, North Ireland
[4] UCL, Dept Elect & Elect Engn, London WC1E 7JE, England
基金
中国国家自然科学基金;
关键词
Amplify-and-forward (AF); dual-hop; ergodic capacity; lower bound; multiple-input multiple-output (MIMO); upper bound; USER COOPERATION DIVERSITY; RELAY CHANNELS; PERFORMANCE; BOUNDS; DISTRIBUTIONS; PROTOCOLS; NETWORKS; THEOREMS;
D O I
10.1109/TIT.2010.2043765
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper presents an analytical characterization of the ergodic capacity of amplify-and-forward (AF) MIMO dual-hop relay channels, assuming that the channel state information is available at the destination terminal only. In contrast to prior results, our expressions apply for arbitrary numbers of antennas and arbitrary relay configurations. We derive an expression for the exact ergodic capacity, simplified closed-form expressions for the high SNR regime, and tight closed-form upper and lower bounds. These results are made possible by employing recent tools from finite-dimensional random matrix theory, which are used to derive new closed-form expressions for various statistical properties of the equivalent AF MIMO dual-hop relay channel, such as the distribution of an unordered eigenvalue and certain random determinant properties. Based on the analytical capacity expressions, we investigate the impact of the system and channel characteristics, such as the antenna configuration and the relay power gain. We also demonstrate a number of interesting relationships between the dual-hop AF MIMO relay channel and conventional point-to-point MIMO channels in various asymptotic regimes.
引用
收藏
页码:2204 / 2224
页数:21
相关论文
共 47 条
[1]  
Abramowitz M., 1974, HDB MATH FUNCTIONS
[2]  
ALFANO G, 2004, P IEEE INT S SPREAD, P515
[3]  
Bölcskei H, 2006, IEEE T WIREL COMMUN, V5, P1433, DOI 10.1109/TWC.2006.04263
[4]  
Borade S., 2003, P 40 ANN ALL C COMM, P561
[5]   Amplify-and-forward in wireless relay networks: Rate, diversity, and network size [J].
Borade, Shashibhushan ;
Zheng, Lizhong ;
Gallager, Robert .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2007, 53 (10) :3302-3318
[6]   On the capacity of spatially correlated MIMO Rayleigh-fading channels [J].
Chiani, M ;
Win, MZ ;
Zanella, A .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2003, 49 (10) :2363-2371
[7]  
COVER TM, 1979, IEEE T INFORM THEORY, V25, P572, DOI 10.1109/TIT.1979.1056084
[8]  
FARHADI G, 2008, P IEEE INT C COMM IC
[9]  
FIRAG A, 2009, P IEEE INT C COMM IC
[10]   On Limits of Wireless Communications in a Fading Environment when Using Multiple Antennas [J].
Foschini G.J. ;
Gans M.J. .
Wireless Personal Communications, 1998, 6 (3) :311-335