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
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;
Conference_Titel :
Computational Intelligence and Multimedia Applications, 2003. ICCIMA 2003. Proceedings. Fifth International Conference on
Print_ISBN :
0-7695-1957-1
DOI :
10.1109/ICCIMA.2003.1238160
