Approximate linearization of nonlinear systems: A neural network approach

被引:0
|
作者
Pei, HL [1 ]
Zhou, QJ [1 ]
Leung, TP [1 ]
机构
[1] S CHINA UNIV TECHNOL,DEPT AUTOMAT,GUANGZHOU,PEOPLES R CHINA
来源
PROCEEDINGS OF THE 1996 IEEE INTERNATIONAL SYMPOSIUM ON INTELLIGENT CONTROL | 1996年
关键词
neural networks; approximation; linearization;
D O I
10.1109/ISIC.1996.556242
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
引用
收藏
页码:444 / 449
页数:6
相关论文
共 50 条
  • [1] Approximate nonlinear system linearization with neural networks
    Pei, HL
    Zhou, QJ
    PROCEEDINGS OF THE 1997 AMERICAN CONTROL CONFERENCE, VOLS 1-6, 1997, : 821 - 822
  • [2] NEURAL-NET CONTROLLER FOR NONLINEAR PLANTS - DESIGN APPROACH THROUGH LINEARIZATION
    AHMED, MS
    TASADDUQ, IA
    IEE PROCEEDINGS-CONTROL THEORY AND APPLICATIONS, 1994, 141 (05): : 315 - 322
  • [3] Deep Neural Network-Based Approximate Optimal Tracking for Unknown Nonlinear Systems
    Greene, Max L.
    Bell, Zachary I.
    Nivison, Scott
    Dixon, Warren E.
    IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2023, 68 (05) : 3171 - 3177
  • [4] Approximate Calculation of Equilibria in the Nonlinear Stackelberg Oligopoly Model: A Linearization Based Approach
    Geraskin, M., I
    AUTOMATION AND REMOTE CONTROL, 2020, 81 (09) : 1659 - 1678
  • [5] Approximate Calculation of Equilibria in the Nonlinear Stackelberg Oligopoly Model: A Linearization Based Approach
    M. I. Geraskin
    Automation and Remote Control, 2020, 81 : 1659 - 1678
  • [6] More transparent neural network approach for modeling nonlinear hysteretic systems
    Pei, JS
    Smyth, AW
    SMART STRUCTURES AND MATERIALS 2003: SMART SYSTEMS AND NONDESTRUCTIVE EVALUATION FOR CIVIL INFRASTRUCTURES, 2003, 5057 : 516 - 523
  • [7] Model Reference Control of Nonlinear Systems by Dynamic Output Feedback Linearization of Neural Network based ANARX Models
    Petlenkov, Eduard
    2008 10TH INTERNATIONAL CONFERENCE ON CONTROL AUTOMATION ROBOTICS & VISION: ICARV 2008, VOLS 1-4, 2008, : 1119 - 1123
  • [8] Approximate Fault-Tolerant Neural Network Systems
    Traiola, Marcello
    Pappalardo, Salvatore
    Piri, Ali
    Ruospo, Annachiara
    Deveautour, Bastien
    Sanchez, Ernesto
    Bosio, Alberto
    Saeedi, Sepide
    Carpegna, Alessio
    Gogebakan, Aml Bayram
    Magliano, Enrico
    Savino, Alessandro
    IEEE EUROPEAN TEST SYMPOSIUM, ETS 2024, 2024,
  • [9] An Improved RBF Neural Network Approach to Nonlinear Curve Fitting
    Li, Michael M.
    Verma, Brijesh
    ADVANCES IN COMPUTATIONAL INTELLIGENCE, PT II, 2015, 9095 : 262 - 275
  • [10] Linearization of nonlinear dynamic systems
    Schoukens, J
    Németh, JG
    Vandersteen, G
    Pintelon, R
    Crama, P
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2004, 53 (04) : 1245 - 1248