Distribution of noncentral indefinite quadratic forms in complex normal variables

被引:62
|
作者
Raphaeli, D
机构
[1] Electrical Hngineering-systems Department, Tel Aviv University
关键词
quadratic forms; probability distributions; series expansions; noncoherent detection; diversity combining;
D O I
10.1109/18.490565
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A new series expansion is developed for the probability distribution function and the cumulative distribution function for indefinite noncentral Hermitian quadratic forms in complex normal random variables, The moment generating function is inverted by contour integration using the residue theorem, The function is separated into two parts, one part, containing an essential singularity, is expanded by Laurent series and the other part is expanded by Taylor series. The series are combined for evaluating the residue of the complete function, Several different 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, Multiple eigenvalues are allowed, and can be used to approximately replace a close pair of eigenvalues.
引用
收藏
页码:1002 / 1007
页数:6
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