Title :
The transitory evolutionary spectrum
Author :
Detka, C.S. ; El-Jaroudi, A.
Author_Institution :
Dept. of Electr. Eng., Pittsburgh Univ., PA, USA
Abstract :
Propose a new definition for the time-dependent spectrum of a non-stationary process. The authors show that this spectrum can be considered as the dual of Priestley´s (1981) evolutionary spectrum. They demonstrate how this dual spectrum successfully characterizes signals whose components are highly localized in time. They give an estimator of this dual spectrum. Finally, they present examples which demonstrate that the new spectral definition is more suitable than current approaches for many signals. They show that the value of the method depends on the signal under consideration. They also illustrate that if the signal content is not known, then combining estimates of the evolutionary spectrum and its dual yields good results
Keywords :
parameter estimation; spectral analysis; time-varying systems; Priestley´s evolutionary spectrum; dual spectrum; estimator; evolutionary spectrum; nonstationary process; signal content; spectral definition; time-dependent spectrum; transitory evolutionary spectrum; Amplitude modulation; Displays; Fourier transforms; Laboratories; Signal analysis; Signal processing; Spectrogram; Time frequency analysis; Wideband; Yield estimation;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1994. ICASSP-94., 1994 IEEE International Conference on
Conference_Location :
Adelaide, SA
Print_ISBN :
0-7803-1775-0
DOI :
10.1109/ICASSP.1994.389796