DocumentCode :
1003638
Title :
On the use of the warblet transform for instantaneous frequency estimation
Author :
Angrisani, Leopoldo ; D´Arco, Mauro ; Moriello, Rosario Schiano Lo ; Vadursi, Michele
Author_Institution :
Dipt. di Informatica e Sistemistica, Univ. di Napoli "Federico II", Naples, Italy
Volume :
54
Issue :
4
fYear :
2005
Firstpage :
1374
Lastpage :
1380
Abstract :
A new digital signal processing method for instantaneous frequency estimation is proposed here. The attention is mainly paid to signals whose instantaneous frequency trajectories exhibit a periodic evolution versus time. Thanks to an optimized use of the warblet transform, the method assures superior accuracy and resolving capability with respect to other solutions already available in the literature, thus showing itself very attractive in the presence of multicomponent signals characterized by instantaneous frequency trajectories extremely similar and very close to one another. Theoretical notes regarding the warblet transform and its optimized use in the framework of the proposed method are first given. Then, the fundamental steps of the method are described in detail with references to a clarifying example. The results of a number of experiments on emulated and actual signals, aimed at assessing the performance of the method, are finally presented.
Keywords :
frequency estimation; signal processing; time-frequency analysis; transforms; chirplet transform; digital signal processing; frequency trajectories; instantaneous frequency estimation; monocomponent signal analysis; multicomponent signal analysis; multicomponent signals; periodic evolution; time-frequency representations; warblet transform; Biomedical measurements; Chirp; Digital signal processing; Frequency estimation; Optimization methods; Polynomials; Sea measurements; Signal analysis; Signal processing; Signal resolution; Chirplet transform; instantaneous frequency estimation; monocomponent signal analysis; multicomponent signal analysis; time–frequency representations; warblet transform;
fLanguage :
English
Journal_Title :
Instrumentation and Measurement, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9456
Type :
jour
DOI :
10.1109/TIM.2005.851060
Filename :
1468541
Link To Document :
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