DocumentCode :
525317
Title :
SWMC fast layer-identification algorithm of penetration acceleration signal
Author :
Li Xiao-feng ; Wang Shi-Hu
Author_Institution :
Dept. of Electromech. Eng., Beijing Inst. of Technol., Beijing, China
Volume :
4
fYear :
2010
fDate :
25-27 June 2010
Abstract :
The signal achieved by accelerator in the process of the hard-layer penetration is a typical non-stationary random signal with very large peak pulse amplitude, quite short action time and blurry local characteristic. In addition, the high frequency contained in the signal is so abundant that the traditional time-frequency analysis and non-parameter modeling methods are difficult to effectively analyze and process this kind of signal. On the basis of the analyzing the components of the penetration signal, the EEMD algorithm and Hilbert-Huang transform are used to abstract the instantaneous characteristic of the multi-layer penetration acceleration signal, and the characteristic of penetrating layer is achieved in the decomposed IMF. According to the characteristic, a fast SWMC algorithm is studied to real-time identify the layer characteristic for precise burst control. Finally, the accuracy of the algorithm is well verified in the SIMULINK simulation platform.
Keywords :
Hilbert transforms; identification technology; military systems; signal processing; EEMD algorithm; Hilbert-Huang transform; SIMULINK simulation platform; SWMC fast layer identification algorithm; accelerator; blurry local characteristic; decomposed IMF; multilayer penetration acceleration signal; nonparameter modeling methods; nonstationary random signal; peak pulse amplitude; penetration acceleration signal; precise burst control; short action time; time-frequency analysis; Acceleration; Algorithm design and analysis; Frequency; Immune system; Life estimation; Motion control; Projectiles; Signal analysis; Signal processing; Stress control; EEMD; SWMC; burst control; characteristic identification; instrinsic mode function;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Design and Applications (ICCDA), 2010 International Conference on
Conference_Location :
Qinhuangdao
Print_ISBN :
978-1-4244-7164-5
Electronic_ISBN :
978-1-4244-7164-5
Type :
conf
DOI :
10.1109/ICCDA.2010.5541194
Filename :
5541194
Link To Document :
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