Renyi Entropy of quadratic time-frequency distributions: Effects of signal's parameters

M. B. Malarvili; V. Sucic; M. Mesbah; B. Boashash

doi:10.1109/ISSPA.2007.4555370

Renyi Entropy of quadratic time-frequency distributions: Effects of signal's parameters

M. B. Malarvili, V. Sucic, M. Mesbah, B. Boashash

Electrical and Computer Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

8 Citations (Scopus)

Abstract

The Renyi Entropy (E_r) 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 E_r 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 E_r obtained from different TFDs when signal's TF parameters varies. The presented analysis shows that high-resolution TFDs, such as the MBD, result into consistent E_r measures.

Original language	English
Title of host publication	2007 9th International Symposium on Signal Processing and its Applications, ISSPA 2007, Proceedings
DOIs	https://doi.org/10.1109/ISSPA.2007.4555370
Publication status	Published - 2007
Event	2007 9th International Symposium on Signal Processing and its Applications, ISSPA 2007 - Sharjah, United Arab Emirates Duration: Feb 12 2007 → Feb 15 2007

Other

Other	2007 9th International Symposium on Signal Processing and its Applications, ISSPA 2007
Country	United Arab Emirates
City	Sharjah
Period	2/12/07 → 2/15/07

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ASJC Scopus subject areas

Signal Processing

Cite this

Malarvili, M. B., Sucic, V., Mesbah, M., & Boashash, B. (2007). Renyi Entropy of quadratic time-frequency distributions: Effects of signal's parameters. In 2007 9th International Symposium on Signal Processing and its Applications, ISSPA 2007, Proceedings [4555370] https://doi.org/10.1109/ISSPA.2007.4555370

Malarvili, MB, Sucic, V, Mesbah, M & Boashash, B 2007, Renyi Entropy of quadratic time-frequency distributions: Effects of signal's parameters. in 2007 9th International Symposium on Signal Processing and its Applications, ISSPA 2007, Proceedings., 4555370, 2007 9th International Symposium on Signal Processing and its Applications, ISSPA 2007, Sharjah, United Arab Emirates, 2/12/07. https://doi.org/10.1109/ISSPA.2007.4555370

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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 signal's TF parameters varies. The presented analysis shows that high-resolution TFDs, such as the MBD, result into consistent Er measures.",

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N2 - 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 signal's TF parameters varies. The presented analysis shows that high-resolution TFDs, such as the MBD, result into consistent Er measures.

AB - 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 signal's TF parameters varies. The presented analysis shows that high-resolution TFDs, such as the MBD, result into consistent Er measures.

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Access to Document

10.1109/ISSPA.2007.4555370