DocumentCode
1749544
Title
Asymptotic capacity of space-time coding for arbitrary fading: a closed form expression using Girko´s law
Author
Scaglione, Anna ; Sakoglu, Unal
Author_Institution
Dept. of Electr. Eng. & Comput. Eng., New Mexico Univ., Albuquerque, NM, USA
Volume
4
fYear
2001
fDate
2001
Firstpage
2509
Abstract
Several works addressed the problem of deriving the, asymptotic capacity of a wireless system with space diversity in random fading. However, the theory of random matrices was never used in evaluating the asymptotic optimal performance in closed form. By increasing the number of transmit and receive antennas the resulting capacity tend to be a stable value independent of the fading realization. This surprising result is a consequence of Girko´s (1984) law, stating that the asymptotic distribution of the eigenvalues of a random matrix, with independent identically distributed zero mean complex entries, is a circle. The conditions on the probability density function of the matrix entries are satisfied by the majority of random non-line of sight fading models. Using this theory in this paper we derive the close form expression for the asymptotic capacity of a system with transmit and receive diversity, assuming independent flat fading for each transmit-receive antenna link, with equal distribution. Our formula fits the numerical results even if the number of transmit an receive antennas as small as ten
Keywords
channel capacity; channel coding; diversity reception; eigenvalues and eigenfunctions; encoding; fading channels; matrix algebra; probability; radio links; receiving antennas; transmitting antennas; Girko´s law; asymptotic capacity; asymptotic distribution; close form expression; closed form asymptotic optimal performance; closed form expression; eigenvalues; independent flat fading; independent identically distributed zero mean; probability density function; random matrices; random matrix; random nonline of sight fading models; receive antennas; receive diversity; space diversity; space-time coding; transmit antennas; transmit diversity; transmit-receive antenna link; wireless system; AWGN; Additive white noise; Density functional theory; Eigenvalues and eigenfunctions; Fading; Gaussian noise; Radio transmitters; Random variables; Receiving antennas; Transmitting antennas;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 2001. Proceedings. (ICASSP '01). 2001 IEEE International Conference on
Conference_Location
Salt Lake City, UT
ISSN
1520-6149
Print_ISBN
0-7803-7041-4
Type
conf
DOI
10.1109/ICASSP.2001.940511
Filename
940511
Link To Document