Title :
Generalized complex elliptical distributions
Author :
Ollila, Esa ; Koivunen, Visa
Author_Institution :
Signal Process. Lab., Helsinki Univ. of Technol., Finland
Abstract :
We introduce a new class of distributions called generalized complex elliptically symmetric distributions. Several distributions commonly used in the literature, for example, the multivariate complex normal and Cauchy and the generalized complex normal distribution, are prominent members of this class. The treatment covers both proper and improper random vectors and goes beyond second-order concepts in defining the distribution model. Some properties of these distributions are studied and illustrative examples of their applications in multichannel signal processing are presented such as tests for circularity.
Keywords :
normal distribution; random processes; signal processing; telecommunication channels; GCES; generalized complex elliptically symmetric distribution; multichannel signal processing; random vector; second-order concept; Application software; Array signal processing; Covariance matrix; Laboratories; Probability density function; Sensor arrays; Signal processing; Spectral analysis; Symmetric matrices; Testing;
Conference_Titel :
Sensor Array and Multichannel Signal Processing Workshop Proceedings, 2004
Print_ISBN :
0-7803-8545-4
DOI :
10.1109/SAM.2004.1502990