Adaptive control for a class of nonlinear systems and application to hard disk drives

被引:9
作者
Liu, Lei [1 ]
Li, Dong-Juan [2 ]
Liu, Yan-Jun [1 ]
机构
[1] Liaoning Univ Technol, Coll Sci, Jinzhou 121001, Liaoning, Peoples R China
[2] Liaoning Univ Technol, Sch Chem & Environm Engn, Jinzhou 121001, Liaoning, Peoples R China
关键词
Adaptive control; backstepping technique; backlash-type hysteresis; hard disk drives; uncertain nonlinear systems; OUTPUT-FEEDBACK CONTROL; FUZZY CONTROL; SYNCHRONIZATION; DESIGN;
D O I
10.1177/1077546312463755
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
In this paper, an adaptive controller is investigated for a class of uncertain single-input-single-output nonlinear systems preceded by an unknown backlash-type hysteresis nonlinearity, which is modeled by a differential equation. Backstepping design procedure is employed to construct the control input and adaptation laws. A new algorithm is designed to reduce the computational burden compared with previous work for unknown backlash-type hysteresis. Based on Lyapunov stability theory, all the signals in the closed-loop system are bounded, and the system output can track the reference signal to a bounded compact set. An example for hard disk drives with hysteresis friction nonlinearity is given to verify the feasibility of the proposed approach.
引用
收藏
页码:153 / 160
页数:8
相关论文
共 31 条
  • [1] [Anonymous], 1995, NONLINEAR ADAPTIVE C
  • [2] Fuzzy adaptive observer-based projective synchronization for nonlinear systems with input nonlinearity
    Boulkroune, Abdesselem
    M'saad, Mohammed
    [J]. JOURNAL OF VIBRATION AND CONTROL, 2012, 18 (03) : 437 - 450
  • [3] A controller design for a special class of nonlinear systems
    Busawon, K
    De Leon-Morales, J
    Acha-Daza, S
    [J]. APPLIED MATHEMATICS LETTERS, 2001, 14 (04) : 499 - 505
  • [4] Adaptive tracking control of uncertain MIMO nonlinear systems with input constraints
    Chen, Mou
    Ge, Shuzhi Sam
    Ren, Beibei
    [J]. AUTOMATICA, 2011, 47 (03) : 452 - 465
  • [5] Decentralized output-feedback neural control for systems with unknown interconnections
    Chen, Weisheng
    Li, Junmin
    [J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2008, 38 (01): : 258 - 266
  • [6] Cho HY, 1998, INT J ADAPT CONTROL, V12, P451, DOI 10.1002/(SICI)1099-1115(199808)12:5<451::AID-ACS504>3.0.CO
  • [7] 2-R
  • [8] SYSTEMATIC DESIGN OF ADAPTIVE CONTROLLERS FOR FEEDBACK LINEARIZABLE SYSTEMS
    KANELLAKOPOULOS, I
    KOKOTOVIC, PV
    MORSE, AS
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1991, 36 (11) : 1241 - 1253
  • [9] Adaptive Sliding-Mode Control for Nonlinear Active Suspension Vehicle Systems Using T-S Fuzzy Approach
    Li, Hongyi
    Yu, Jinyong
    Hilton, Chris
    Liu, Honghai
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2013, 60 (08) : 3328 - 3338
  • [10] Adaptive neural-fuzzy control of uncertain constrained multiple coordinated nonholonomic mobile manipulators
    Li, Zhijun
    Chen, Weidong
    [J]. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2008, 21 (07) : 985 - 1000