Title :
On the Derivation of the Exact, Closed-Form Capacity Formulas for Receiver-Sided Correlated MIMO Channels
Author :
Marques, Pedro Martins ; Abrantes, Sílvio Almeida
Author_Institution :
Electr. & Comput. Eng. Dept. of the Fac. of Eng., Univ. of Porto, Porto
fDate :
3/1/2008 12:00:00 AM
Abstract :
This paper solves the problem of finding a closed-form expression for the average information-theoretic capacity of wireless systems with an arbitrary number of transmitter and receiver antennas. It is assumed that only the receivers have (perfect) knowledge of the channel state and that fading correlation is receiver-sided. The main purpose of the paper is accomplished by introducing a few very simple concepts and performing some clear-cut algebraic manipulations, making the presentation virtually self-contained. The results show a substantial capacity reduction in the presence of correlation between receiver antennas. It is also shown that employing linear arrays with nonuniform spacings may improve the system capacity, and a simple technique to exploit this possibility is presented. Isotropic and nonisotropic propagation scenarios are studied.
Keywords :
MIMO communication; antenna arrays; channel capacity; channel estimation; channel spacing; correlation methods; fading channels; receiving antennas; transmitting antennas; average information-theoretic capacity; channel state; fading correlation; receiver antennas; receiver-sided correlated MIMO channels; transmitter antennas; wireless systems; Channel capacity; Closed-form solution; Equations; Fading; Linear antenna arrays; MIMO; Receiving antennas; Scattering; Transmitters; Transmitting antennas; Capacity; character expansions; correlated fading; eigenvalue density; group representations; matrix integration; multiple-input multiple-output (MIMO) systems; singular Wishart density;
Journal_Title :
Information Theory, IEEE Transactions on
DOI :
10.1109/TIT.2007.915692