DocumentCode
3614072
Title
Robust PWVD for the analysis of polynomial FM signals in non-Gaussian noise
Author
B. Barkat;L. Stankovic
Author_Institution
Sch. of EEE, Nanyang Technol. Univ., Singapore, Singapore
Volume
3
fYear
2002
fDate
6/24/1905 12:00:00 AM
Firstpage
1007
Abstract
Considers the analysis of a polynomial FM signal corrupted by heavy-tailed additive noise. Standard time-frequency techniques fail to analyse such noisy signals. For that, we propose here a new method, named the robust polynomial WVD, to handle this case. We show that this proposed technique is able to reveal the instantaneous frequency of the noisy signal in an accurate way. Also, we show that this representation outperforms the recently proposed robust WVD and the robust spectrogram in terms of artifacts suppression and high time-frequency resolution for this class of signal.
Keywords
"Noise robustness","Signal analysis","Polynomials","Additive noise","Frequency modulation","Spectrogram","Time frequency analysis","Signal resolution","Automotive engineering","Biomedical engineering"
Publisher
ieee
Conference_Titel
Electronics, Circuits and Systems, 2002. 9th International Conference on
Print_ISBN
0-7803-7596-3
Type
conf
DOI
10.1109/ICECS.2002.1046420
Filename
1046420
Link To Document