Title :
Ergodic capacity upper bound for dual MIMO Ricean systems: simplified derivation and asymptotic tightness
Author :
Matthaiou, Michail ; Kopsinis, Yannis ; Laurenson, David I. ; Sayeed, Akbar M.
Author_Institution :
Inst. for Circuit Theor. & Signal Process., Tech. Univ. Munchen (TUM), Munich, Germany
fDate :
12/1/2009 12:00:00 AM
Abstract :
An analytical upper bound on the ergodic capacity of Multiple-Input Multiple-Output (MIMO) systems is deduced with the aid of a simplified approach that relies on a fundamental power normalization. Given their high practical usability, we are particularly interested in dual configurations where both ends deploy two antenna elements. Contrary to the majority of related studies, where only the common case of Rayleigh fading is considered, our analysis is extended to account for Ricean fading where a deterministic Line-of-Sight (LoS) component exists in the communication link and both ends are affected by spatial correlation. In the following, it is shown that the proposed bound is applicable for any arbitrary Signal-to-Noise Ratio (SNR) and rank of the mean channel matrix. In fact, we consider both conventional and optimized MIMO configurations with equal LoS eigenvalues. Moreover, the tightness of the bound is explored where it is demonstrated that as the SNR tends to zero the bound becomes asymptotically tight; at high SNRs, the offset between empirical capacity and the bound is analytically computed which implies that an explicit asymptotic capacity expression can ultimately be obtained.
Keywords :
MIMO communication; optical correlation; telecommunication links; Ricean fading; asymptotic tightness; communication link; dual MIMO Ricean systems; ergodic capacity; line-of-sight; multiple-input multiple-output systems; signal-to-noise ratio; spatial correlation; upper bound; Computer vision; Eigenvalues and eigenfunctions; Fading; MIMO; Radio link; Rayleigh channels; Signal processing; Signal to noise ratio; Upper bound; Usability; MIMO systems; Ricean fading; ergodic capacity; spatial fading correlation;
Journal_Title :
Communications, IEEE Transactions on
DOI :
10.1109/TCOMM.2009.12.080393