DocumentCode
1853692
Title
The ship discrimination based on D-S evidence theory
Author
Lu Fei ; Wang Wenguang ; Xing Kongque ; Lin Xiaoxia
Author_Institution
Sch. of Electron. & Inf. Eng., Beihang Univ., Beijing, China
Volume
3
fYear
2012
fDate
21-25 Oct. 2012
Firstpage
1896
Lastpage
1899
Abstract
The paper presents a new method of ship discrimination based on the theory of DS evidence. What´s more, based on the analysis of the ship and the common false alarm scattering mechanism differences, the effective polarization characteristics are extracted, and the basic probability assignment method based on the polarization characteristics are provided. The paper gets the ultimate identification results by fusing the identification results of different characteristics based on D-S evidence theory. Moreover, making use of the measured data accessed by NASA/JPL SIR-C system, this new discrimination method is verified. The experimental results show that this method can effectively remove the strong scattering false alarms caused by the sea and other non-ship targets, which proves that it is a kind of effective ship discrimination method.
Keywords
probability; radar imaging; radar polarimetry; synthetic aperture radar; D-S evidence theory; NASA/JPL SIR-C system; SAR; false alarm scattering mechanism; polarization characteristics; probability assignment method; ship discrimination; D-S evidence theory; Polarimetric SAR; Polarimetric features; Ship discrimination;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing (ICSP), 2012 IEEE 11th International Conference on
Conference_Location
Beijing
ISSN
2164-5221
Print_ISBN
978-1-4673-2196-9
Type
conf
DOI
10.1109/ICoSP.2012.6491950
Filename
6491950
Link To Document