Title :
On the Mutual Information Distribution of MIMO Rician Fading Channels
Author :
Zhu, Yonglan ; Kam, Pooi-Yuen ; Xin, Yan
Author_Institution :
Dept. of Electr. & Comput. Eng., Nat. Univ. of Singapore, Singapore
fDate :
5/1/2009 12:00:00 AM
Abstract :
In a fading environment, the statistical distribution of the mutual information of a multiple-input multiple-output (MIMO) system depends on the joint distribution of the eigenvalues of a Wishart matrix, and is quite complex in general. We obtain here simple expressions for the distributions of the determinant and the trace of a Wishart matrix. Based on the obtained distributions, we derive some simple and tight bounds on the complementary cumulative distribution function (CCDF) of the mutual information of a MIMO system in Rician fading environments. The bounds obtained on the CCDF of mutual information provide further insights into the channel mutual information, and show the effects of the system parameters on the mutual information distribution explicitly. In addition, results for the Rayleigh channels are obtained as a special case.
Keywords :
MIMO communication; Rayleigh channels; Rician channels; matrix algebra; MIMO Rician fading channels; Rayleigh channels; Wishart matrix eigenvalues; complementary cumulative distribution function; multiple-input multiple-output system; mutual information distribution; Capacity planning; Channel capacity; Distribution functions; Fading; Gaussian approximation; MIMO; Mutual information; Rayleigh channels; Rician channels; Statistical distributions; Ergodic capacity, MIMO, mutual information, outage probability, Rician fading channels;
Journal_Title :
Communications, IEEE Transactions on
DOI :
10.1109/TCOMM.2009.05.070179