NEURAL CONTROLLER OF NONLINEAR DYNAMIC-SYSTEMS USING HIGHER-ORDER NEURAL NETWORKS

被引：8
|
作者：
LEE, M
LEE, SY
PARK, CH
机构：
[1] Department of Electrical Engineering, Korea Advanced Institute of Science and Technology, Yusong-Gu, Taejon 305-701
来源：
ELECTRONICS LETTERS | 1992年 / 28卷 / 03期
关键词：
NEURAL NETWORKS; NONLINEAR SYSTEMS;
D O I：
10.1049/el:19920170
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：
Higher order multilayer neural networks are used for identification and control of nonlinear dynamic systems, and their performances is compared with the performance of conventional linear multilayer neural networks. Computer simulation reveals that higher order neural network models are more effective in the control of nonlinear dynamic systems.
引用
收藏
页码：276 / 277
页数：2
相关论文
共 50 条
  • [31] Online Higher-Order Error Correction of Nonlinear Diffusion Generalized Perturbation Theory Using Neural Networks
    G. Ivan Maldonado
    Naveen Kondapalli
    [J]. The Journal of Supercomputing, 2002, 23 : 185 - 192
  • [32] Graph Neural Network for Higher-Order Dependency Networks
    Jin, Di
    Gong, Yingli
    Wang, Zhiqiang
    Yu, Zhizhi
    He, Dongxiao
    Huang, Yuxiao
    Wang, Wenjun
    [J]. PROCEEDINGS OF THE ACM WEB CONFERENCE 2022 (WWW'22), 2022, : 1622 - 1630
  • [33] Theory and development of higher-order CMAC neural networks
    Lane, Stephen H.
    Handelman, David A.
    Gelfand, Jack J.
    [J]. IEEE Control Systems Magazine, 1992, 12 (02): : 23 - 30
  • [34] Neural Predicting Higher-order Patterns in Temporal Networks
    Liu, Yunyu
    Ma, Jianzhu
    Li, Pan
    [J]. PROCEEDINGS OF THE ACM WEB CONFERENCE 2022 (WWW'22), 2022, : 1340 - 1351
  • [35] Higher-order Clustering and Pooling for Graph Neural Networks
    Duval, Alexandre
    Malliaros, Fragkiskos
    [J]. PROCEEDINGS OF THE 31ST ACM INTERNATIONAL CONFERENCE ON INFORMATION AND KNOWLEDGE MANAGEMENT, CIKM 2022, 2022, : 426 - 435
  • [36] A NEURAL OBSERVER FOR DYNAMIC-SYSTEMS
    BAZ, A
    [J]. JOURNAL OF SOUND AND VIBRATION, 1992, 152 (02) : 227 - 243
  • [37] Identification of nonlinear dynamical systems using a higher order multi-layer neural networks
    Liu, Jiancheng
    Tan, Xuping
    [J]. 2006 8TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, VOLS 1-4, 2006, : 1910 - +
  • [38] An adaptive tracking controller using neural networks for a class of nonlinear systems
    Man, ZH
    Wu, HR
    Palaniswami, M
    [J]. IEEE TRANSACTIONS ON NEURAL NETWORKS, 1998, 9 (05): : 947 - 955
  • [39] Power transients characterization and classification using higher-order cumulants and neural networks
    Gonzalez de-la-Rosa, Juan-Jose
    Munoz, Antonio Moreno
    Luque, A.
    [J]. 2007 IEEE INSTRUMENTATION & MEASUREMENT TECHNOLOGY CONFERENCE, VOLS 1-5, 2007, : 198 - +
  • [40] Characterization and classification of electrical transients using higher-order statistics and neural networks
    de-la-Rosa, Juan-Jose Gonzalez
    Moreno Munoz, Antonio
    Luque, A.
    Puntonet, C. G.
    [J]. 2007 IEEE INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE FOR MEASUREMENT SYSTEMS AND APPLICATIONS, 2007, : 29 - +
12345