Study on an Information Fusion Method Based on Information Entropy and Wavelet Neural Network

被引:1
|
作者
Xie, Ping [1 ]
Du, Yi-hao [1 ]
机构
[1] YanShan Univ, Dept Elect Engn, Qinhuangdao 066004, Peoples R China
关键词
D O I
10.1109/ICNC.2008.564
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The information entropy analysis method is used in information fusion. processing, information entropy description model and appraisal criterion which can realize auto-organization dynamic optimization of multi-source information fusion processing are established; Simultaneously, wavelet neural network model which can realize information fusion and decision-making is designed, corresponding network architecture and optimization learning algorithm which can rapidly and effectively complete information fusion and decision-making are studied. The validity of the method is shown by fusing and decision-making measured data of rotor system.
引用
收藏
页码:354 / 357
页数:4
相关论文
共 50 条
  • [1] Study on information fusion based on wavelet neural network and evidence theory in fault diagnosis
    Feng Dengchao
    Pereira, J. M. Dias
    [J]. ICEMI 2007: PROCEEDINGS OF 2007 8TH INTERNATIONAL CONFERENCE ON ELECTRONIC MEASUREMENT & INSTRUMENTS, VOL III, 2007, : 522 - +
  • [2] Based on Information Fusion Integrated Wavelet Neural Network Fault Diagnosis
    Cui, Dongyan
    Xie, Zaixing
    [J]. ADVANCED RESEARCH ON INFORMATION SCIENCE, AUTOMATION AND MATERIAL SYSTEM, PTS 1-6, 2011, 219-220 : 1077 - +
  • [3] Information fusion method of multichannel nanosensors based on neural network
    Li, Chaoke
    [J]. BULLETIN OF THE POLISH ACADEMY OF SCIENCES-TECHNICAL SCIENCES, 2022, 70 (02)
  • [4] Comprehensive evaluation method of information system based on wavelet neural network
    Tang, ZW
    Fu, P
    [J]. Fourth Wuhan International Conference on E-Business: The Internet Era & The Global Enterprise, Vols 1 and 2, 2005, : 389 - 393
  • [5] Research on the vendor selection method based on information entropy and neural network
    Cao, QK
    Ren, XY
    Yang, YL
    [J]. System Simulation and Scientific Computing, Vols 1 and 2, Proceedings, 2005, : 1570 - 1575
  • [6] A study of information fusion for UAV based on RBF neural network
    Yuan Dongli
    Yan Jianguo
    Wang Xinmin
    Xi Qingbiao
    [J]. 2007 IEEE INTERNATIONAL CONFERENCE ON CONTROL AND AUTOMATION, VOLS 1-7, 2007, : 951 - +
  • [7] A Method of Information Fusion Based on Fuzzy Neural Network and Its Application
    Gao, Ji-Pu
    Xu, Chang-Bao
    Zhang, Li
    Zheng, Jun-Lin
    Shu, Huai
    Yuan, Xi
    [J]. 2017 INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE AND TECHNOLOGY (IST 2017), 2017, 11
  • [8] A Study on Integrated Wavelet Neural Networks in Fault Diagnosis Based on Information Fusion
    ANG Xue-ye Dalian Nationalities University
    [J]. International Journal of Plant Engineering and Management, 2007, (01) : 42 - 48
  • [9] Nonreference Image Quality Evaluation Algorithm Based on Wavelet Convolutional Neural Network and Information Entropy
    Liu, Jinhua
    Xu, Mulian
    Xu, Xinye
    Huang, Yuanyuan
    [J]. ENTROPY, 2019, 21 (11)
  • [10] An Intelligent Prediction Method Based on Information Entropy Weighted Elman Neural Network
    Chen, Tao
    Xu, Xiao-li
    Wang, Shao-hong
    [J]. INTELLIGENT COMPUTING AND INFORMATION SCIENCE, PT II, 2011, 135 : 142 - 147