DocumentCode :
379319
Title :
On a Gaussian approximation to the capacity of wireless MIMO systems
Author :
Smith, Peter J. ; Shafi, Mansoor
Author_Institution :
Dept. of Electr. & Electron. Eng., Canterbury Univ., Christchurch, New Zealand
Volume :
1
fYear :
2002
fDate :
2002
Firstpage :
406
Lastpage :
410
Abstract :
We consider the capacity of a single user t → τ MIMO wireless system in a Rayleigh or Ricean fading environment. It is known that a certain central limit theorem exists which states (under certain conditions) that the distribution of the standardized capacity is asymptotically Gaussian as r → ∞, t → ∞ and τ/t → y for some constant y. However we demonstrate the surprising accuracy of a Gaussian approximation to the capacity for virtually all values of τ and t. In order to investigate the accuracy of the Gaussian fit we derive the variance of the capacity in the Rayleigh fading case
Keywords :
MIMO systems; Rayleigh channels; Rician channels; approximation theory; channel capacity; Gaussian approximation; Gaussian fit; Rayleigh fading; Ricean fading; capacity variance; central limit theorem; multiple input multiple output systems; standardized capacity distribution; wireless MIMO system capacity; Analytical models; Capacity planning; Channel capacity; Convergence; Gaussian approximation; MIMO; Rayleigh channels; Receiving antennas; Telecommunications; Transmitting antennas;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Communications, 2002. ICC 2002. IEEE International Conference on
Conference_Location :
New York, NY
Print_ISBN :
0-7803-7400-2
Type :
conf
DOI :
10.1109/ICC.2002.996885
Filename :
996885
Link To Document :
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