DocumentCode :
461584
Title :
An Efficient Implementation of the Adaptive Chirplet Decomposition
Author :
Wang, Yong ; Jiang, Yicheng
Author_Institution :
Res. Inst. of Electron. Eng. Technol., Harbin Inst. of Technol.
Volume :
1
fYear :
2006
fDate :
16-20 2006
Abstract :
The adaptive chirplet decomposition contains a lot of unknown parameters and has much difficulty in its implementation. In this condition, an efficient implementation of the adaptive chirplet decomposition is presented in this paper. By computing the cubic phase (CP) function of the signal, it is shown that the CP function is concentrated along the frequency rate law of the signal, and the peak of the CP function yields the estimates of the chirplet rate, time center and the amplitude; then the initial frequency and the time extent can be obtained by the dechirp technique. The scheme of the algorithm is shown in this paper, and the simulation results demonstrate the validity of the method proposed
Keywords :
signal processing; time-frequency analysis; adaptive chirplet decomposition; cubic phase function; dechirp technique; Amplitude estimation; Chirp; Dictionaries; Frequency estimation; Matching pursuit algorithms; Phase estimation; Signal processing; Signal resolution; Time frequency analysis; Yield estimation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing, 2006 8th International Conference on
Conference_Location :
Beijing
Print_ISBN :
0-7803-9736-3
Electronic_ISBN :
0-7803-9736-3
Type :
conf
DOI :
10.1109/ICOSP.2006.344493
Filename :
4128829
Link To Document :
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