Title :
The evolutionary periodogram: an iterative time-frequency estimator
Author :
Detka, C.S. ; El-Jaroudi, A.
Author_Institution :
Dept. of Electr. Eng., Pittsburgh Univ., PA, USA
Abstract :
Presents an improvement to the evolutionary periodogram, an estimator of the time-dependent spectrum of a non-stationary signal. In this improvement the authors allow this estimator to be used in an iterative fashion. At each iteration, the old spectral estimate is used to update the set of expansion functions used to describe the new time-dependent estimate. This update allows for the estimation of complicated spectra without having to increase the expansion order, as would be the case in the non-iterative (EP). The advantages of iterative time-frequency estimation are discussed and examples are presented to demonstrate these advantages
Keywords :
frequency estimation; iterative methods; spectral analysis; time-frequency analysis; complicated spectra; evolutionary periodogram; expansion functions; iterative time-frequency estimator; nonstationary signal; spectral estimate; time-dependent spectrum; Amplitude modulation; Deconvolution; Entropy; Frequency domain analysis; Frequency estimation; Laboratories; Signal processing; Spectrogram; Statistics; Time frequency analysis;
Conference_Titel :
Time-Frequency and Time-Scale Analysis, 1994., Proceedings of the IEEE-SP International Symposium on
Conference_Location :
Philadelphia, PA
Print_ISBN :
0-7803-2127-8
DOI :
10.1109/TFSA.1994.467373