DocumentCode :
2659786
Title :
Free probability based capacity calculation for MIMO channels with transmit or receive correlation
Author :
Skupch, Ana ; Seethaler, Dominik ; Hlawatsch, Franz
Author_Institution :
Inst. of Commun. & Radio-Frequency Eng., Vienna Univ. of Technol., Austria
Volume :
2
fYear :
2005
fDate :
13-16 June 2005
Firstpage :
1041
Abstract :
We apply tools from free probability theory to the asymptotic analysis of MIMO systems with spatial correlation at the transmitter or receiver side. The MIMO channel is modeled by a one-sided Kronecker model with exponential transmitter or receiver correlation matrix. We compute the asymptotic channel capacity based on a calculation of the asymptotic eigenvalue pdf. The dependence of the asymptotic channel capacity on the SNK, dimension ratio, and correlation parameter is studied. Finally, it is demonstrated that the asymptotic capacity closely approximates the simulated capacity of finite-dimensional MIMO channels already for moderate system dimensions.
Keywords :
MIMO systems; channel capacity; eigenvalues and eigenfunctions; probability; telecommunication networks; Kronecker model; MIMO channels; asymptotic analysis; asymptotic channel capacity; asymptotic eigenvalue; free probability based capacity calculation; receiver correlation matrix; transmitter correlation matrix; Capacity planning; Channel capacity; Computational modeling; Eigenvalues and eigenfunctions; MIMO; Probability; Radio transmitters; Receiving antennas; Statistics; Symmetric matrices;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Wireless Networks, Communications and Mobile Computing, 2005 International Conference on
Print_ISBN :
0-7803-9305-8
Type :
conf
DOI :
10.1109/WIRLES.2005.1549556
Filename :
1549556
Link To Document :
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