Limiting performance of block-fading channels with multiple antennas

被引:228
作者
Biglieri, E [1 ]
Caire, G
Taricco, G
机构
[1] Politecn Torino, I-10129 Turin, Italy
[2] Inst Eurecom, F-06904 Sophia Antipolis, France
关键词
block-fading channels; channel capacity; delay-limited capacity; fading channels; multiple antennas; outage probability; spare-time coding;
D O I
10.1109/18.923715
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 derive the performance limits of a radio system consisting of a transmitter with t antennas and a receiver with r antennas, a block-fading channel with additive white Gaussian noise (AWGN), delay and transmit-power constraints, and perfect channel-state information available at both the transmitter and the receiver. Because of a delay constraint, the transmission of a codeword is assumed to span a finite land typically small) number M of independent channel realizations; therefore, the relevant performance limits are the information outage probability and the "delay-limited" (or "nonergodic") capacity [1], [16], [35], We derive the coding scheme that minimizes the information outage probability. This scheme can be interpreted as the concatenation of an optimal code for the AWGN channel without fading to an optimal beamformer. For this optimal scheme, we evaluate minimum-outage probability and delay-limited capacity. Among other results, we prove that, for the fairly general class of regular fading channels, the asymptotic delay-limited capacity slope, expressed in bit per second per hertz (b/s/Hz) per decibel of transmit signal-to-noise ratio (SNR), is proportional to min(t, r) and independent of the number of fading blocks M, Since M is a measure of the time diversity (induced by interleaving) or of the frequency diversity of the system, this result shows that, if channel-state information is available also to the transmitter, very high rates with asymptotically small error probabilities are achievable without the need of deep interleaving or high-frequency diversity. Moreover, for a large number of antennas, delay-limited capacity approaches ergodic capacity.
引用
收藏
页码:1273 / 1289
页数:17
相关论文
共 40 条
[1]  
*ARIB STAND, 1995, PERS HAND PHON SYST
[2]   LIMIT OF THE SMALLEST EIGENVALUE OF A LARGE DIMENSIONAL SAMPLE COVARIANCE-MATRIX [J].
BAI, ZD ;
YIN, YQ .
ANNALS OF PROBABILITY, 1993, 21 (03) :1275-1294
[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]   System capacity of F-TDMA cellular systems [J].
Caire, G ;
Knopp, R ;
Humblet, P .
IEEE TRANSACTIONS ON COMMUNICATIONS, 1998, 46 (12) :1649-1661
[5]   Optimum power control over fading channels [J].
Caire, G ;
Taricco, G ;
Biglieri, E .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1999, 45 (05) :1468-1489
[6]  
CAIRE G, 1998, P ICC 98 ATL GA JUN
[7]  
CHUAH C, 1998, GLOBECOM 98
[8]  
CSISZAR I, 1981, INFORMATION THEORY
[9]  
Edelman A., 1989, Eigenvalues and condition numbers of random matrices
[10]  
ESPAX FB, 1999, P 1999 WORKSH MULT M