Research on Knowledge-based Radar Target Recognition

被引:0
|
作者
Xu, Jie [1 ]
Xi, Zemin [1 ]
Lu, Jianbin [1 ]
Zheng, Yao [1 ]
Cui, Mengda [1 ]
机构
[1] PLAs Naval Univ Engn, Sch Elect Engn, Wuhan 430033, Hubei, Peoples R China
关键词
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Due to the limitless dimension of samples and the complex nature of the application environment in radar target recognition, utilizing knowledge becomes a promising solution. In this paper, we propose a knowledge based (KB) radar target recognition method. Recognition model was given in the first place and then the algorithm is explained in detail. Results of recognizing ground panzer and vehicle demonstrate that KB technique offers the promise of significantly improved performance of radar target recognition.
引用
收藏
页码:154 / 157
页数:4
相关论文
共 50 条
  • [31] Radar target recognition based on fuzzy clustering
    Jiang, J
    Wang, SY
    Yu, L
    Zuo, DL
    Yang, ZM
    Tang, CW
    ICSP '98: 1998 FOURTH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, PROCEEDINGS, VOLS I AND II, 1998, : 1532 - 1535
  • [32] Target recognition of MMW radar based on FSVM
    Luan, Ying-hong
    Li, Yue-hua
    Li, Xing-guo
    ICIEA 2008: 3RD IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS, PROCEEDINGS, VOLS 1-3, 2008, : 1417 - 1421
  • [33] Radar target recognition based on multiresolution analysis
    Guofang Keji Daxue Xuebao, 2 (59-63):
  • [34] RADAR TARGET RECOGNITION BASED ON NEURAL NETWORK
    Zhao Qun Bao Zheng Ye Wei (Institute of Electronics Engineering
    Journal of Electronics(China), 1996, (01) : 1 - 10
  • [35] Radar Target Recognition Based on Polarization Invariant
    Zhang, Rui
    Zhang, Linxi
    Wang, Yufei
    Xie, Yuchen
    2018 12TH INTERNATIONAL SYMPOSIUM ON ANTENNAS, PROPAGATION AND ELECTROMAGNETIC THEORY (ISAPE), 2018,
  • [36] Knowledge based recognition of harbor target
    Zhu Bing
    JournalofSystemsEngineeringandElectronics, 2006, (04) : 755 - 759
  • [37] Knowledge-Based Approaches to Off-Target Screening
    McMasters, Daniel R.
    MODERN APPROACHES IN DRUG DISCOVERY, 2018, 610 : 311 - 323
  • [38] Research on the single target recognition of car collision avoidance radar based on the FMCW technology
    Zhao, Shuang
    Chen, Lei
    ADVANCED DEVELOPMENT OF ENGINEERING SCIENCE IV, 2014, 1046 : 293 - 296
  • [39] Research on synthetic aperture radar image target recognition based on AdaBoost. ECOC
    Guo W.
    Zhang P.
    Zhu L.
    Chen X.
    Harbin Gongcheng Daxue Xuebao/Journal of Harbin Engineering University, 2010, 31 (02): : 232 - 236
  • [40] AN APPROACH TO STATE RECOGNITION AND KNOWLEDGE-BASED DIAGNOSIS FOR ENGINES
    DING, H
    GUI, XW
    YANG, SZ
    MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 1991, 5 (04) : 257 - 266