DocumentCode
3045327
Title
Outage probability approximation for the wiener filter SINR in MIMO systems
Author
Kammoun, Abla ; Kharouf, Malika ; Hachem, Walid ; Najim, Jamal
Author_Institution
ENST, Paris
fYear
2008
fDate
6-9 July 2008
Firstpage
171
Lastpage
175
Abstract
This paper studies the fluctuations of the post-processing SNR at the output of the linear MMSE receiver in (receive) correlated multiple input multiple output (MIMO) systems. Although it is known that asymptotically, the SNR behaves like a Gaussian random variable, this approximation may yield to inaccurate estimates for small dimension. In order to circumvent this, we use gamma and generalized gamma distributions to approximate the probability distribution of the SINR. The first three asymptotic moments of the SNR are computed and are used to adjust gamma and generalized gamma distributions and to accurately approximate the bit error rate (BER) and its outage probability. We provide simulations which strongly support the gamma approximation, even for a small number of emitting/receive antennas.
Keywords
Gaussian processes; MIMO communication; Wiener filters; approximation theory; error statistics; gamma distribution; least mean squares methods; random processes; BER; Gamma distribution; Gaussian random variable; MIMO system; Wiener filter; bit error rate; linear MMSE method; minimum mean square error receiver; multiple input multiple output system; probability approximation; receiving antenna; Bit error rate; Computational modeling; Distributed computing; Fluctuations; MIMO; Probability distribution; Random variables; Signal to noise ratio; Wiener filter; Yield estimation; Bit Error Rate; Large Random Matrices; MIMO systems; outage probability;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing Advances in Wireless Communications, 2008. SPAWC 2008. IEEE 9th Workshop on
Conference_Location
Recife
Print_ISBN
978-1-4244-2045-2
Electronic_ISBN
978-1-4244-2046-9
Type
conf
DOI
10.1109/SPAWC.2008.4641592
Filename
4641592
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