Title :
On the Weibull distribution with arbitrary correlation
Author :
Papadimitriou, Zafiro G. ; Mathiopoulos, P. Takis ; Sagias, Nikos C. ; Merakos, Lazaros
Author_Institution :
Inst. for Space Applic. & Remote Sensing, Nat. Obs. of Athens, Athens
Abstract :
This paper studies the performance of the quadri- variate Weibull distribution with arbitrary correlation assuming non-identical fading parameters and average powers. Novel infinite series representations for the joint probability density function (PDF), the cumulative distribution function (CDF) and the product moments are derived. Using these theoretical results, a performance analysis study in terms of outage probability, for receivers employing selection combining (SC) diversity techniques is presented. The proposed mathematical analysis is accompanied by various numerical results, with parameters of interest the fading severity and the power decay factor. Furthermore, equivalent performance evaluation results, obtained by various computer simulations have verified the accuracy of the proposed analytical method.
Keywords :
Weibull distribution; diversity reception; fading channels; mathematical analysis; arbitrary correlation; average powers; cumulative distribution function; infinite series representations; joint probability density function; nonidentical fading parameters; outage probability; power decay factor; product moments; quadrivariate Weibull distribution; selection combining diversity techniques; Closed-form solution; Distribution functions; Diversity reception; Informatics; MIMO; Performance analysis; Probability density function; Random variables; Weibull distribution; Weibull fading channels; Arbitrary correlation; Weibull fading; diversity; outage probability; selection combining (SC);
Conference_Titel :
Communications, Control and Signal Processing, 2008. ISCCSP 2008. 3rd International Symposium on
Conference_Location :
St Julians
Print_ISBN :
978-1-4244-1687-5
Electronic_ISBN :
978-1-4244-1688-2
DOI :
10.1109/ISCCSP.2008.4537293