DocumentCode :
3348635
Title :
Study on time-frequency atom property in the adaptive signal expands scheme
Author :
Guo Jun-Feng ; Wei Xing-chun ; Feng Rui-Cheng
Author_Institution :
Key Lab. of Digital Manuf. Technol. & Applic., Lanzhou Univ. of Technol., Lanzhou, China
fYear :
2010
fDate :
26-28 June 2010
Firstpage :
5499
Lastpage :
5503
Abstract :
Adaptive time-frequency distribution is an important signal processing method. The property of time-frequency atom affects directly to analysis effect to the signal.The various time-frequency atoms that have been submitted presently have been studied in detail and the simulation experiment was carried on in this paper, include Time centre,frequency centre, time width, band width and Wigner-Ville distribution(WVD), and the result displays the Chirplet atom is better than the Gabor atom and FmmLet atom in every aspect properties, the free degree of Chirplet atom parameter is four dimension, that is moderate for search, and the WVD of Chirplet atom is not alternation item and negative value, the approximation is smooth when the chirplet atom is used. The atom can analyse any signal, the Chirplet atom distribution is an Ideal signal analysis method when signal model is unknown.
Keywords :
Gabor filters; Wigner distribution; adaptive signal processing; time-frequency analysis; Chirplet atom distribution; Chirplet atom parameter; FmmLet atom; Gabor atom; WVD; Wigner-Ville distribution; adaptive signal expands scheme; adaptive time-frequency distribution; band width; frequency centre; signal analysis method; signal processing method; time centre; time width; time-frequency atom property; Adaptive signal processing; Chirp; Educational institutions; Educational technology; Laboratories; Manufacturing processes; Mechanical factors; Signal analysis; Signal processing; Time frequency analysis; adaptive signal decomposition; adaptive spectrum; matching pursuit; time-frequency atom;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Mechanic Automation and Control Engineering (MACE), 2010 International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-7737-1
Type :
conf
DOI :
10.1109/MACE.2010.5535570
Filename :
5535570
Link To Document :
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