Title :
Analysis of transient signals using higher-order time-frequency distributions
Author :
Fonollosa, Javier Rodriguez ; Nikias, Chrysostomos L.
Author_Institution :
Signal & Image Process. Inst., Univ. of Southern California, Los Angeles, CA, USA
Abstract :
A general class of higher-order time-frequency representations, including Wigner higher-order spectra (WHOS), has been defined and studied recently as an extension of bilinear time-frequency distributions in terms of instantaneous higher-order moments of the signal. The analysis of mono- and multicomponent signals is considered using higher-order based time-frequency distributions. A computationally feasible implementation of the Wigner bispectrum and trispectrum (WHOS in the third and fourth order domain) is proposed considering one slice of the multifrequency space. The problem of cross-terms cancellation is addressed, and reduced interference distributions are defined as an extension of the Choi-Williams distribution
Keywords :
signal processing; spectral analysis; time-frequency analysis; Choi-Williams distribution; Wigner bispectrum; Wigner higher-order spectra; Wigner trispectrum; cross-terms cancellation; higher-order time-frequency distributions; monocomponent signals; multicomponent signals; multifrequency space; reduced interference distributions; transient signals analysis; Chirp; Flexible printed circuits; Image processing; Interference; Multidimensional systems; Signal analysis; Signal processing; Signal resolution; Time frequency analysis; Transient analysis;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1992. ICASSP-92., 1992 IEEE International Conference on
Conference_Location :
San Francisco, CA
Print_ISBN :
0-7803-0532-9
DOI :
10.1109/ICASSP.1992.226536