DocumentCode :
479362
Title :
B-Spline Wavelet-Based Target Feature Extraction in Wideband Radar
Author :
Fan, Ping ; Jing, Zhanrong
Author_Institution :
Sch. of Electron. & Inf., Northwestern Polytech. Univ., Xian
fYear :
2008
fDate :
12-14 Oct. 2008
Firstpage :
1
Lastpage :
3
Abstract :
A new approach to wideband radar target feature extraction is proposed. It uses one dimensional B-spline wavelet transform on the target impulse to reduce the amount of data which must be stored for each aspect angle. According to the multiresolution theory, the 3rd B-spline wavelet functions are constructed. Then, the coefficients of approximation signal extracted with the 3rd B-spline wavelet transform are acted as the target feature vectors. The performance of this novel approach is examined through experiments. The results show that it has great capabilities in extracting the target feature and reducing the amount of data for further processing greatly while strongly restrains the effect of additive Gauss white noises.
Keywords :
AWGN; approximation theory; feature extraction; radar signal processing; wavelet transforms; B-spline wavelet-based target feature extraction; additive Gauss white noises effect; approximation signal; multiresolution theory; one dimensional B-spline wavelet transform; wideband radar; Data mining; Feature extraction; Filters; Hardware; Polynomials; Radar; Spline; Wavelet analysis; Wavelet transforms; White noise;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Wireless Communications, Networking and Mobile Computing, 2008. WiCOM '08. 4th International Conference on
Conference_Location :
Dalian
Print_ISBN :
978-1-4244-2107-7
Electronic_ISBN :
978-1-4244-2108-4
Type :
conf
DOI :
10.1109/WiCom.2008.3055
Filename :
4681244
Link To Document :
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