DocumentCode
2168797
Title
Multi-targets for high-resolution range profile of radar based on fuzzy support vector machine
Author
Zheng, C.H. ; Zheng, G.W. ; Jiao, L.C. ; Ding, A.L.
Author_Institution
National Key Lab for Radar Signal Process., Xidian Univ., Xi´´an, China
fYear
2003
fDate
27-30 Sept. 2003
Firstpage
407
Lastpage
412
Abstract
Multi target recognition of high-resolution 1D radar image is proposed in this paper based on the fuzzy support vector machine. The four classes of finite real measured data of radar range profile image are recognized. Better simulation results were obtained compared with the traditional support vector machine approach. It is showed that the improved fuzzy support vector machine has the characteristics of simpler calculation and better testing correctness.
Keywords
fuzzy set theory; fuzzy systems; image recognition; radar imaging; support vector machines; finite real measured data; fuzzy support vector machine; high-resolution range profile radar; multitarget recognition; radar image; Image recognition; Kernel; Postal services; Radar imaging; Radar measurements; Radar signal processing; Support vector machine classification; Support vector machines; Target recognition; Training data;
fLanguage
English
Publisher
ieee
Conference_Titel
Computational Intelligence and Multimedia Applications, 2003. ICCIMA 2003. Proceedings. Fifth International Conference on
Print_ISBN
0-7695-1957-1
Type
conf
DOI
10.1109/ICCIMA.2003.1238160
Filename
1238160
Link To Document