Title :
Very tight bounds for the capacity of MIMO correlated Rician fading channels
Author :
Cui, X.W. ; Zhang, Q.T. ; Feng, Z.M.
Author_Institution :
Dept. of Electron. Eng., Tsinghua Univ., Beijing, China
Abstract :
No systematic procedure for tightly bounding the average capacity of MIMO correlated Rician fading channels is available in the literature. The difficulty arises from the complicated non-central Wishart distribution of channel sample matrix, in addition to the involvement of a highly nonlinear log determinant operator in the conditional capacity expression. In this paper, we tackle the problem with arbitrary antenna correlation existing either at the transmitter or at the receiver, but allowing for the numbers of the transmit and receive antennas to be arbitrary. By introducing an exact determinant expansion and by finding the explicit expressions for the expected values of the determinant and log-determinant of the complex non-central Wishart-distributed matrix, we obtain a simple but very tight upper and lower bounds for the average channel capacity. Both bounds are simple, in closed form, easy to be used, and superior in tightness as evidenced by intensive numerical examples.
Keywords :
MIMO systems; Rician channels; channel capacity; determinants; matrix algebra; radio transmitters; receiving antennas; transmitting antennas; MIMO correlated Rician fading channels; arbitrary antenna correlation; channel capacity; channel sample matrix; conditional capacity expression; noncentral Wishart distribution; nonlinear log determinant operator; receive antennas; transmit antennas; Channel capacity; MIMO; Mutual information; Rayleigh channels; Receiving antennas; Rician channels; Transmitters; Transmitting antennas; Upper bound; Wireless communication;
Conference_Titel :
Communications, 2004 IEEE International Conference on
Print_ISBN :
0-7803-8533-0
DOI :
10.1109/ICC.2004.1312592