Title :
Cyclo-period estimation for discrete-time cyclo-stationary signals
Author :
Wang, Jiandong ; Chen, Tongwen ; Huang, Biao
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Alberta, Edmonton, Canada
Abstract :
This paper presents a new method, named as the variability method, to estimate the cyclo-period of a discrete-time cyclo-stationary signal. The method is essentially based on the time-varying correlation and/or the time-varying mean, whose estimators are associated with some statistics of blocked signals; a plot of variability of these statistics as a function of the blocking operator index visually reveals a periodic pattern, from which the cyclo-period is obtained. Properties of the variability method are analyzed and compared with three existing cyclo-period estimation methods via simulation and real-life examples.
Keywords :
signal processing; statistical analysis; cyclo-period estimation; discrete-time cyclo-stationary signals; signal blocking; variability method; Amplitude modulation; Analytical models; Channel bank filters; Filter bank; Filtering; Sampling methods; Signal processing; Statistics; Testing; Time varying systems; Blocking; cyclo-period estimation; cyclo-stationary signals; variability method;
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2005.859237