On a Gaussian approximation to the capacity of wireless MIMO systems

PJ Smith, M Shafi - 2002 IEEE International Conference on …, 2002 - ieeexplore.ieee.org
2002 IEEE International Conference on Communications. Conference …, 2002ieeexplore.ieee.org
We consider the capacity of a single user t/spl rarr//spl tau/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/spl rarr//spl infin/, t/spl rarr//spl infin/and/spl tau//t/spl rarr/y for
some constant y. However we demonstrate the surprising accuracy of a Gaussian
approximation to the capacity for virtually all values of/spl tau/and t. In order to investigate …
We consider the capacity of a single user t /spl rarr/ /spl tau/ 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 /spl rarr/ /spl infin/, t /spl rarr/ /spl infin/ and /spl tau//t /spl rarr/ y for some constant y. However we demonstrate the surprising accuracy of a Gaussian approximation to the capacity for virtually all values of /spl tau/ and t. In order to investigate the accuracy of the Gaussian fit we derive the variance of the capacity in the Rayleigh fading case.
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