DocumentCode :
1790565
Title :
Simultaneous estimation of rotation velocity and center for ISAR cross-range scaling
Author :
Byung-Soo Kang ; Ji-Hoon Bae ; Seung-Jae Lee ; Kyung-Tae Kim ; Eunjung Yang
Author_Institution :
Dept. Electr. Eng., Pohang Univ. of Sci. & Technol., Pohang, South Korea
fYear :
2014
fDate :
16-19 Nov. 2014
Firstpage :
1
Lastpage :
4
Abstract :
In this paper, a novel algorithm estimating not only target´s rotation velocity (RV) but also rotation center (RC) is proposed for inverse synthetic aperture radar (ISAR) image cross-range scaling. Scale invariant feature transform (SIFT) is applied to two different ISAR images formed at different aspect angles for extracting non-fluctuating scattering points. Then, a criterion based on the distance between RC and locations of extracted features is optimized through the proposed algorithm based on particle swarm optimization (PSO) combined with exhaustive search method. Simulation results show that the proposed method can accurately estimate both RV and RC of a target.
Keywords :
feature extraction; particle swarm optimisation; radar imaging; synthetic aperture radar; transforms; ISAR image cross-range scaling; PSO; SIFT; exhaustive search method; feature extraction; inverse synthetic aperture radar; nonfluctuating scattering points; particle swarm optimization; rotation center estimation; rotation velocity estimation; scale invariant feature transform; target RC; target RV; Aircraft; Atmospheric modeling; Estimation; Feature extraction; Radar imaging; Scattering; Cross-range scaling; inverse synthetic aperture radar (ISAR) image; rotation center (RC); rotation velocity (RV); scale invariant feature transform (SIFT);
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Antenna Measurements & Applications (CAMA), 2014 IEEE Conference on
Conference_Location :
Antibes Juan-les-Pins
Type :
conf
DOI :
10.1109/CAMA.2014.7003317
Filename :
7003317
Link To Document :
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