Title :
The time-frequency poles of a random system
Author :
Galleani, Lorenzo
Author_Institution :
Politec. di Torino, Torino, Italy
Abstract :
Nonstationary random processes arise naturally from physical phenomena and can be modelled by using random systems. An effective way to characterize a random system is to transform it to the time-frequency domain. This transformation generates a time-frequency system, whose solution is the time-frequency spectrum of the output of the random system in time. We study the nature of the poles of the time-frequency system. The obtained results show that knowledge of the time-frequency poles allows a deeper understanding of the random system in time, and, in general, of a nonstationary random process.
Keywords :
signal processing; time-frequency analysis; nonstationary random processes; time-frequency domain; time-frequency poles; time-frequency spectrum; Equations; Random processes; Resonant frequency; Stochastic processes; Time domain analysis; Time frequency analysis; Transient analysis; Nonstationary random processes; Wigner spectrum; poles; random systems; time-frequency;
Conference_Titel :
Statistical Signal Processing Workshop (SSP), 2011 IEEE
Conference_Location :
Nice
Print_ISBN :
978-1-4577-0569-4
DOI :
10.1109/SSP.2011.5967824