DocumentCode
3181269
Title
Bayes-optimality based feature transform for high resolution range profile identification
Author
Yan, Jin ; Feng, XiaoBin ; Huang, PeiKang
Author_Institution
Nat. Electromagn. Scattering Lab., Beijing, China
Volume
2
fYear
2002
fDate
26-30 Aug. 2002
Firstpage
1396
Abstract
Many feature transform methods have been used for radar target identification. But most of them are based on scatter matrices or other statistics of the data, which do not directly correlate to classification accuracy. In this paper, a Bayes-optimality based adaptive feature transform method is proposed for radar target identification using high resolution range profile results show that this method is effective on radar target identification.
Keywords
Bayes methods; feature extraction; optimisation; radar resolution; radar target recognition; radar theory; Bayes optimality; adaptive feature transform method; high resolution range profile; radar target identification; Aircraft; Electromagnetic scattering; Feature extraction; Frequency; Kernel; Laboratories; Loss measurement; Radar scattering; Statistics; Testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing, 2002 6th International Conference on
Print_ISBN
0-7803-7488-6
Type
conf
DOI
10.1109/ICOSP.2002.1180053
Filename
1180053
Link To Document