The Ship Discrimination Based on D-S Evidence Theory

被引：0
|
作者：
Lu Fei [1 ,2 ]
Wang Wenguang [1 ,2 ]
Xing Kongque [1 ,2 ]
Lin Xiaoxia [1 ,2 ]
机构：
[1] Beihang Univ, Sch Elect & Informat Engn, Beijing 100191, Peoples R China
[2] Petrochina Zhejiang Oilfield Co, Hangzhou, Zhejiang, Peoples R China
来源：
PROCEEDINGS OF 2012 IEEE 11TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING (ICSP) VOLS 1-3 | 2012年
关键词：
Polarimetric SAR; Polarimetric features; Ship discrimination; D-S evidence theory; SAR; RESOLUTION;
D O I：
暂无
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
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.
引用
收藏
页码：1896 / +
页数：2
相关论文
共 50 条
  • [1] Reliability Assessment Based on D-S Evidence Theory
    Sun, Yongquan
    Guo, Jianying
    PROCEEDINGS OF 2009 8TH INTERNATIONAL CONFERENCE ON RELIABILITY, MAINTAINABILITY AND SAFETY, VOLS I AND II: HIGHLY RELIABLE, EASY TO MAINTAIN AND READY TO SUPPORT, 2009, : 411 - 414
  • [2] Fault diagnosis of machines based on D-S evidence theory. Part 1: D-S evidence theory and its improvement
    Fan, XF
    Zuo, MJ
    PATTERN RECOGNITION LETTERS, 2006, 27 (05) : 366 - 376
  • [3] FMEA method based on fuzzy theory and D-S evidence theory
    Wei K.
    Geng J.
    Xu S.
    Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics, 2019, 41 (11): : 2662 - 2668
  • [4] Information Fusion Based on Improved D-S Evidence Theory
    Pan, Guang
    Wu, Lin Li
    INFORMATION TECHNOLOGY APPLICATIONS IN INDUSTRY II, PTS 1-4, 2013, 411-414 : 49 - 52
  • [5] Fault diagnosis method based on D-S evidence theory
    Wu, Yueqin
    Ren, Zhanyong
    Zeng, Zhaoyang
    2010 PROGNOSTICS AND SYSTEM HEALTH MANAGEMENT CONFERENCE, 2010, : 445 - 448
  • [6] Unified Identity Authentication Based on D-S Evidence Theory
    Wang, Jiawei
    Zhang, Zhenjiang
    Wang, Shih-Chen
    Peng, Sheng-Lung
    Rui, Yuqun
    JOURNAL OF INTERNET TECHNOLOGY, 2020, 21 (02): : 535 - 542
  • [7] A trust method of manets based on D-S evidence theory
    Xie, H. (xiehui371@gmail.com), 1600, Advanced Institute of Convergence Information Technology (04):
  • [8] Intrusion alert correlation based on D-S evidence theory
    Mei Haibin
    Gong Han
    2007 SECOND INTERNATIONAL CONFERENCE IN COMMUNICATIONS AND NETWORKING IN CHINA, VOLS 1 AND 2, 2007, : 308 - 312
  • [9] Fault Diagnosis based on PCA and D-S Evidence Theory
    Ma Yong-Guang
    Zhang Ji
    2009 ASIA-PACIFIC POWER AND ENERGY ENGINEERING CONFERENCE (APPEEC), VOLS 1-7, 2009, : 1310 - +
  • [10] Fault Diagnosis of Generator Based on D-S Evidence Theory
    Du, Qingdong
    Li, Jin
    Chen, Xiao
    ISDA 2008: EIGHTH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS DESIGN AND APPLICATIONS, VOL 1, PROCEEDINGS, 2008, : 660 - 663
12345