Title :
On the Capacity of Generalized-
Fading MIMO Channels
Author :
Matthaiou, Michail ; Chatzidiamantis, Nestor D. ; Karagiannidis, George K. ; Nossek, Josef A.
Author_Institution :
Inst. for Circuit Theor. & Signal Process., Tech. Univ. Munchen, Munich, Germany
Abstract :
This correspondence explores the ergodic capacity of multiple-input multiple-output (MIMO) systems operating in generalized- K fading conditions. Using some recent results on majorization theory, we derive an analytical capacity bound which is applicable for arbitrary values of the signal-to-noise ratio (SNR) and number of antenna elements. In addition, we deduce simple bound approximations in the high-SNR regime and demonstrate that the effects of small and large-scale fading are decoupled. A similar statistical analysis is carried out for MIMO channels under K-fading, which represents a special case of generalized-K fading that can be tackled via the Wishart matrix theory. The implications of the model parameters on the bound performance are also investigated via Monte Carlo simulations.
Keywords :
MIMO communication; Monte Carlo methods; channel capacity; fading channels; matrix algebra; Monte Carlo simulations; SNR; Wishart matrix theory; generalized- K fading MIMO channel capacity; majorization theory; multiple-input multiple-output systems; signal-to-noise ratio; Antenna theory; Circuit theory; Fading; Iron; MIMO; Permission; Signal analysis; Signal processing; Signal to noise ratio; Statistical analysis; Ergodic capacity; MIMO systems; generalized-$K$ fading; majorization theory;
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2010.2058108