Optimal Stabilization of a Class of Nonlinear Systems via High Differential Gain Feedback Bounded Control

被引:0
|
作者
Latocha, Andrzej [1 ]
机构
[1] AGH Univ Krakow, Fac Elect Engn Automat Comp Sci & Biomed Engn, Krakow, Poland
关键词
linearization; observers; nonlinear control; adaptive control; machine learning;
D O I
10.1109/INTCEC61833.2024.10602835
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This paper presents a new approach to the existence of optimal continuous control strategies for broad classes of nonlinear systems with bounded nonlinearities. Innovation of the proposed method lies in the design of the Extended High-Differentiating Gain Linearizing Corrective Observer (EHDGO). This observer is adapted to provide a broader linearization horizon and serves as the linear estimator in the proposed approach. Designing such observer requires a new approach to linearization that takes into account the extended time horizon, relation to initial conditions, and extended differential properties. Proposed linearization involves approximating the nonlinear system model by projecting it onto predefined orders and the differentiating properties of the linear model. To enhance differentiation properties of the estimator, a preliminary gain based on the Nyquist criterion was used. Stabilization of a nonlinear system in a closed-loop is achieved using the Linear Quadratic Regulator (LQR) theorem for proposed estimator.
引用
收藏
页数:5
相关论文
共 50 条
  • [41] Stabilizing a class of nonlinear systems by bounded feedback backstepping
    Department of Automation, Zhejiang University of Technology, Hangzhou 310032, China
    Zidonghua Xuebao, 2007, 11 (1200-1203): : 1200 - 1203
  • [42] Pyragas stabilization of discrete systems via delayed feedback with periodic control gain
    Leonov, G. A.
    Zvyagintseva, K. A.
    Kuznetsova, O. A.
    IFAC PAPERSONLINE, 2016, 49 (14): : 56 - 61
  • [43] Differential Games, Asymptotic Stabilization, and Robust Optimal Control of Nonlinear Systems
    L'Afflitto, Andrea
    2016 IEEE 55TH CONFERENCE ON DECISION AND CONTROL (CDC), 2016, : 1933 - 1938
  • [44] FEEDBACK STABILIZATION OF NONLINEAR-SYSTEMS BY LOCALLY BOUNDED CONTROLS
    ZHANG, MZ
    HIRSCHORN, RM
    SYSTEMS & CONTROL LETTERS, 1994, 23 (04) : 255 - 262
  • [45] Feedforward Feedback Nearly Optimal Compensatory Control for a Class of Nonlinear Systems
    Wang, Xia
    Dong, Rui
    Sun, Liang
    Liu, Chun-Lin
    2011 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-6, 2011, : 3915 - 3920
  • [46] Feedback stabilization of nonlinear stochastic systems by locally bounded controls
    Boulanger, C
    STOCHASTIC ANALYSIS AND APPLICATIONS, 1998, 16 (01) : 17 - 27
  • [47] Inverse optimal stabilization of a class of Nonlinear systems
    Ji Guojun
    PROCEEDINGS OF THE 26TH CHINESE CONTROL CONFERENCE, VOL 2, 2007, : 226 - 230
  • [48] Dual high-gain-based adaptive output-feedback control for a class of nonlinear systems
    Krishnamurthy, P.
    Khorrami, F.
    INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING, 2008, 22 (01) : 23 - 42
  • [49] Variable Gain Accurate Differential Compensation Control for A Class of Strict Feedback Systems
    Sun, Guofa
    Zhang, Xingrong
    PROCEEDINGS OF 2020 IEEE 9TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE (DDCLS'20), 2020, : 662 - 667
  • [50] Output-Feedback Stabilization for a Class of Nonlinear Systems with Unknown Control Coefficients
    Long Lijun
    Zhao Jun
    PROCEEDINGS OF THE 31ST CHINESE CONTROL CONFERENCE, 2012, : 4622 - 4627