Title :
Analytic approximations of eigenvalue moments and mean channel capacity for MIMO channels
Author :
Martin, Cristoff ; Ottersten, Björn
Author_Institution :
The Department of Signals, Sensors & Systems, Royal Institute of Technology (KTH), SE-100 44 Stockholm, Sweden
Abstract :
Approximate second order moments of the squared singular values of the channel matrix of a multiple input multiple output (MIMO) system are derived. Correlation at both the receiver and the transmitter antenna arrays is allowed. The approximation converges to the true moments as either the number of transmit or receive antennas increases. Simulations indicate that the derived moments may provide a good approximation of the true moments even for realistic array sizes. As an application, an expression for the mean channel capacity is derived. The expression is simple enough to provide insight while offering promising performance when compared with simulated channel capacities.
Keywords :
Approximation methods; Broadband antennas; Broadband communication; Channel capacity; Variable speed drives;
Conference_Titel :
Acoustics, Speech, and Signal Processing (ICASSP), 2002 IEEE International Conference on
Conference_Location :
Orlando, FL, USA
Print_ISBN :
0-7803-7402-9
DOI :
10.1109/ICASSP.2002.5745127