Application of artificial neural network in radar system fault diagnosis

被引:0
|
作者
Chen Jun [1 ]
Yuan Yuan [1 ]
Yang Jianwen [1 ]
机构
[1] Guilin AF Acad, Guilin, Peoples R China
来源
ISTM/2007: 7TH INTERNATIONAL SYMPOSIUM ON TEST AND MEASUREMENT, VOLS 1-7, CONFERENCE PROCEEDINGS | 2007年
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
This paper proposed a fault diagnosis method based on ANN for radar. Using the Matlab toolkit program, the result of simulation for the network indicated that this method has the strong learning capability, universality and adaptability. This method also enhances effectively the precision and the speed of fault diagnosis on radar.
引用
收藏
页码:2654 / 2657
页数:4
相关论文
共 50 条
  • [1] The application of fault diagnosis expert system based on neural network for radar
    Meng, YF
    Cai, JY
    Han, CH
    ISTM/2003: 5TH INTERNATIONAL SYMPOSIUM ON TEST AND MEASUREMENT, VOLS 1-6, CONFERENCE PROCEEDINGS, 2003, : 4203 - 4206
  • [2] Application of simulation and neural network in radar fault diagnosis
    Han, CH
    Cai, JY
    Meng, YF
    ISTM/2003: 5TH INTERNATIONAL SYMPOSIUM ON TEST AND MEASUREMENT, VOLS 1-6, CONFERENCE PROCEEDINGS, 2003, : 1237 - 1240
  • [4] Fault diagnosis of avionics system based on artificial neural network
    Xu, Qingshan
    Wu, Boying
    Chen, Jie
    2020 5TH INTERNATIONAL CONFERENCE ON MECHANICAL, CONTROL AND COMPUTER ENGINEERING (ICMCCE 2020), 2020, : 1036 - 1041
  • [5] Applied Technology on Artificial Neural Network in Fault Diagnosis System
    Zhu, Qi
    Li, Jian
    ADVANCED RESEARCH ON CIVIL ENGINEERING, MATERIALS ENGINEERING AND APPLIED TECHNOLOGY, 2014, 859 : 448 - 452
  • [6] Application of psychoacoustics for gear fault diagnosis using artificial neural network
    Kane, P. V.
    Andhare, A. B.
    JOURNAL OF LOW FREQUENCY NOISE VIBRATION AND ACTIVE CONTROL, 2016, 35 (03) : 207 - 220
  • [7] Fault diagnosis based on the combination of rough set and artificial neural network on radar equipment
    Dai Jianpeng
    Du Xuexin
    Wei Zhensheng
    ISTM/2007: 7TH INTERNATIONAL SYMPOSIUM ON TEST AND MEASUREMENT, VOLS 1-7, CONFERENCE PROCEEDINGS, 2007, : 2308 - 2311
  • [8] Application of rough set neural network system in fault diagnosis
    Hao, Lina
    Xu, Xinhe
    Kongzhi Lilun Yu Yinyong/Control Theory and Applications, 2001, 18 (05):
  • [9] Application of RBF Neural Network in Intelligent Fault Diagnosis System
    Wang, Yingying
    Chang, Ming
    Chen, Hongwei
    Wang, Ming Qian
    PROCEEDINGS OF INTERNATIONAL CONFERENCE ON SOFT COMPUTING TECHNIQUES AND ENGINEERING APPLICATION, ICSCTEA 2013, 2014, 250 : 561 - 566
  • [10] Neural Network Expert System in the Application of Tower Fault Diagnosis
    Liu, Xiaoyang
    Xia, Zhongwu
    Tao, Zhiyong
    Zhao, Zhenlian
    ADVANCED RESEARCH ON ELECTRONIC COMMERCE, WEB APPLICATION, AND COMMUNICATION, PT 2, 2011, 144 : 212 - +