Title :
On the multivariate Nakagami-m distribution with exponential correlation
Author :
Karagiannidis, George K. ; Zogas, Dimitris A. ; Kotsopoulos, Stavros A.
Author_Institution :
Inst. for Space Applications & Remote Sensing, Nat. Obs. of Athens, Greece
Abstract :
Capitalizing on the proof of a theorem presented by L.E. Blumenson and K.S. Miller (see Ann. Math. Statist., vol.34, p.903-10, 1963), we propose a useful closed formula for the exponentially correlated n-variate Nakagami-m probability density function. Moreover, an infinite series approach for the corresponding cumulative distribution function is presented. Bounds on the error resulting from the truncation of the infinite series are also derived. Finally, in order to check the accuracy of the proposed formulation, numerical results are presented.
Keywords :
Rayleigh channels; diversity reception; probability; series (mathematics); Rayleigh channels; closed formula; cumulative distribution function; exponential correlation; fading channels; infinite series truncation; maximal-ratio diversity; multivariate Nakagami-m distribution; wireless communications; Eigenvalues and eigenfunctions; Equations; Linear antenna arrays; Mathematical analysis; Nakagami distribution; Performance analysis; Rayleigh channels; Upper bound;
Journal_Title :
Communications, IEEE Transactions on
DOI :
10.1109/TCOMM.2003.815071