Title :
An efficient approach to the exponentially correlated Rayleigh distribution
Author :
Zogas, D.A. ; Karagiannidis, G.K. ; Kotsopoulos, S.A. ; Mathiopoulos, P.T.
Author_Institution :
Electr. & Comput. Eng. Dept., Patras Univ., Greece
Abstract :
A useful formulation for the multivariate Rayleigh probability density function (PDF) with an exponential form for its correlation matrix is presented. Furthermore, the corresponding multivariate Rayleigh cumulative distribution function (CDF) is derived in a nested infinite series representation, which converges rapidly and can be efficiently used in many wireless applications with diversity reception. Finally, bounds on the error resulting from truncation of the infinite series are also derived.
Keywords :
Rayleigh channels; convergence of numerical methods; correlation methods; diversity reception; exponential distribution; matrix algebra; radiocommunication; series (mathematics); CDF; PDF; correlation matrix; cumulative distribution function; diversity reception; error bounds; exponential correlation; exponentially correlated Rayleigh distribution; infinite series truncation; nested infinite series representation; probability density function; series convergence; wireless applications; Application software; Distributed computing; Diversity reception; Fading; Mobile antennas; Observatories; Performance analysis; Probability density function; Rayleigh channels; Remote sensing;
Conference_Titel :
Personal, Indoor and Mobile Radio Communications, 2002. The 13th IEEE International Symposium on
Print_ISBN :
0-7803-7589-0
DOI :
10.1109/PIMRC.2002.1045217