Title :
S-Transform with Frequency Dependent Kaiser Window
Author :
Sejdic, Ervin ; Djurovic, Igor ; Jin Jiang
Author_Institution :
Dept. of Electr. & Comput. Eng., Western Ontario Univ., London, Ont., Canada
Abstract :
A time-frequency signal analysis tool, known as S-transform, can suffer from poor energy concentration in the time-frequency domain. In this paper, a frequency dependent Kaiser window is presented for improving the energy concentration of the S-transform. The new window is analyzed using a set of test signals. The results indicate that the proposed scheme can significantly improve the energy concentration in the time-frequency domain in comparison with the standard S-transform.
Keywords :
signal processing; time-frequency analysis; transforms; S-transform; frequency dependent Kaiser window; time-frequency signal analysis; Amplitude modulation; Continuous wavelet transforms; Frequency dependence; Gaussian processes; Kernel; Signal analysis; Testing; Time frequency analysis; Wavelet analysis; Wavelet transforms; Gauss window; Kaiser window; Time-frequency analysis; concentration measure; window function;
Conference_Titel :
Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on
Conference_Location :
Honolulu, HI
Print_ISBN :
1-4244-0727-3
DOI :
10.1109/ICASSP.2007.367049