DocumentCode :
1986094
Title :
Renyi entropy of quadratic time-frequency distributions: effects of signal’s parameters
Author :
Malarvili, M.B. ; Sucic, V. ; Mesbah, M. ; Boashash, B.
Author_Institution :
Univ. of Queensland, Brisbane, QLD
fYear :
2007
fDate :
12-15 Feb. 2007
Firstpage :
1
Lastpage :
4
Abstract :
The Renyi Entropy (ER) of a time-frequency distribution (TFD) has been used for estimating the signal information content and the TFD complexity in the time-frequency (TF) plane. In this paper we provide an experimental comparison of the performance of ER obtained from Wigner-Ville distribution (WVD), Spectrogram (SP), Choi-William Distribution (CWD), Born-Jordan Distribution (BJD) and Modified B Distribution (MBD). The performances are tested on two component Gabor logon and LFM signals with the goal of illustrating the effects on ER obtained from different TFDs when signalpsilas TF parameters varies. The presented analysis shows that high-resolution TFDs, such as the MBD, result into consistent ER measures.
Keywords :
Wigner distribution; entropy; signal resolution; signal sampling; time-frequency analysis; Born-Jordan Distribution; Choi-William Distribution; Gabor logon; Renyi entropy; Wigner-Ville distribution; quadratic time-frequency distribution; signal resolution; signal sampling; Density functional theory; Entropy; Erbium; Gaussian noise; Kernel; Performance evaluation; Signal analysis; Signal to noise ratio; Testing; Time frequency analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing and Its Applications, 2007. ISSPA 2007. 9th International Symposium on
Conference_Location :
Sharjah
Print_ISBN :
978-1-4244-0778-1
Electronic_ISBN :
978-1-4244-1779-8
Type :
conf
DOI :
10.1109/ISSPA.2007.4555370
Filename :
4555370
Link To Document :
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