DocumentCode :
3157730
Title :
On the fluctuations of the SINR at the output of the Wiener filter for non centered channels: The non Gaussian case
Author :
Kammoun, Abla ; Kharouf, Malika ; Couillet, Romain ; Najim, Jamal ; Debbah, Mérouane
Author_Institution :
Telecom ParisTech, Paris, France
fYear :
2012
fDate :
25-30 March 2012
Firstpage :
3173
Lastpage :
3176
Abstract :
In the context of multidimensional signals, the linear Wiener receiver is frequently encountered in wireless communication and in array processing; it is in fact the linear receiver that achieves the lowest level of interference. In this contribution, we focus on the study of the associated Signal-to-interference plus noise ratio (SINR) at its output in the context of Ricean multiple-input multiple-output (MIMO) channels. The case of Ricean channels, which induces non-centered random variables, can be encountered in several practical environments and has not been studied so far, as it raises substantial technical issues. With the help of large random matrix theory, which has shown to be fruitful to successfully address several problems in wireless communications, we study the behaviour of the SINR, together with its fluctuations via a central limit theorem. As realistic models also involve non-Gaussian random variables, we relax the Gaussian assumption. This results in an extra term involving the fourth cumulant in the expression of the variance.
Keywords :
MIMO communication; Wiener filters; Gaussian assumption; MIMO channels; Ricean multiple input multiple output channels; SINR; Wiener filter; array processing; central limit theorem; linear Wiener receiver; linear receiver; multidimensional signal; nonGaussian random variables; noncentered channel; random matrix theory; signal to interference plus noise ratio; wireless communication; Fading; Interference; MIMO; Random variables; Receivers; Signal to noise ratio; Wireless communication;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2012 IEEE International Conference on
Conference_Location :
Kyoto
ISSN :
1520-6149
Print_ISBN :
978-1-4673-0045-2
Electronic_ISBN :
1520-6149
Type :
conf
DOI :
10.1109/ICASSP.2012.6288589
Filename :
6288589
Link To Document :
بازگشت