D. Raphaeli, DISTRIBUTION OF NONCENTRAL INDEFINITE QUADRATIC-FORMS IN COMPLEX NORMAL VARIABLES, IEEE transactions on information theory, 42(3), 1996, pp. 1002-1007
Citations number
36
Categorie Soggetti
Information Science & Library Science","Engineering, Eletrical & Electronic
A new series expansion is developed for the probability distribution f
unction and the cumulative distribution function for indefinite noncen
tral Hermitian quadratic forms in complex normal random variables, The
moment generating function is inverted by contour integration using t
he residue theorem, The function is separated into two parts, one part
, containing an essential singularity, is expanded by Laurent series a
nd the other part is expanded by Taylor series. The series are combine
d for evaluating the residue of the complete function, Several differe
nt series can be obtained by modifications of the basic approach, The
series are computationally efficient and normally fast converging, The
convergence rate depends on the separation of the eigenvalues, Multip
le eigenvalues are allowed, and can be used to approximately replace a
close pair of eigenvalues.