Title :
Time-varying spectra for underspread and overspread nonstationary processes
Author :
Matz, Gerald ; Hlawatsch, Franz
Author_Institution :
Inst. of Commun. & Radio-Freq. Eng., Wien Univ. of Technol., Austria
Abstract :
We introduce an extended concept of underspread and overspread nonstationary random processes and show its importance for time-varying spectral analysis. We consider two classes of time-varying power spectra that comprise most existing spectra, including Wigner-Ville and evolutionary spectra. For underspread processes, all spectra are shown to yield similar results. For overspread processes, the spectra may yield very different results and contain oscillatory "cross-terms" indicating time-frequency correlations. These cross-terms can be attenuated via smoothing techniques.
Keywords :
Wigner distribution; correlation methods; random processes; smoothing methods; spectral analysis; time-frequency analysis; Wigner-Ville spectra; cross-terms attenuation; evolutionary spectra; oscillatory cross-terms; overspread nonstationary process; random processes; smoothing techniques; time-frequency correlations; time-varying power spectra; time-varying spectra; time-varying spectral analysis; underspread nonstationary process; Attenuation; Electronic mail; Fourier transforms; Kernel; Radio frequency; Random processes; Smoothing methods; Spectral analysis; Technological innovation; Time frequency analysis;
Conference_Titel :
Signals, Systems & Computers, 1998. Conference Record of the Thirty-Second Asilomar Conference on
Conference_Location :
Pacific Grove, CA, USA
Print_ISBN :
0-7803-5148-7
DOI :
10.1109/ACSSC.1998.750872