Angle Tracking Adaptive Backstepping Control for a Mechanism of Pneumatic Muscle Actuators via an AESO

被引:62
作者
Zhao, Ling [1 ,2 ]
Cheng, Haiyan [1 ,3 ]
Xia, Yuanqing [2 ]
Liu, Bo [4 ]
机构
[1] Yanshan Univ, Sch Mech Engn, Qinhuangdao 066004, Peoples R China
[2] Beijing Inst Technol, Sch Automat, Beijing 100081, Peoples R China
[3] State Key Lab Fluid Power & Mechatron Syst, Hangzhou 310027, Zhejiang, Peoples R China
[4] King Fahd Univ Petr & Minerals, Ctr Energy & Geo Proc, Dhahran 31261, Saudi Arabia
基金
中国国家自然科学基金; 北京市自然科学基金;
关键词
Adaptive backstepping control; adaptive extended state observer (AESO); parallel D-eigenvalue (PD-eigenvalue); time-varying multiplier; DISTURBANCE REJECTION CONTROL; SLIDING MODE; SYSTEM; HYSTERESIS;
D O I
10.1109/TIE.2018.2860527
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper presents an adaptive backstepping controller for a mechanism of pneumatic muscle actuators via an adaptive extended state observer. A dynamic model of the mechanism is established with two unknown parameters estimated by using adaptive laws. An adaptive extended state observer is established to estimate total disturbances and states of the mechanism. Moreover, adaptive extended state observer gains are obtained by adaptive laws and parallel D-eigenvalues, whose time-varyingmultiplier nth-order derivatives are derived by tracking differentiators. Finally, a nonlinear adaptive backstepping controller is designed and the effectiveness of the proposed method is expressed by experimental results.
引用
收藏
页码:4566 / 4576
页数:11
相关论文
共 29 条
[1]   Novel Considerations on Static Force Modeling of Pneumatic Muscle Actuators [J].
Andrikopoulos, George ;
Nikolakopoulos, George ;
Manesis, Stamatis .
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2016, 21 (06) :2647-2659
[2]   Advanced Nonlinear PID-Based Antagonistic Control for Pneumatic Muscle Actuators [J].
Andrikopoulos, George ;
Nikolakopoulos, George ;
Manesis, Stamatis .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2014, 61 (12) :6926-6937
[3]   Comparison of Model-Based Approaches to the Compensation of Hysteresis in the Force Characteristic of Pneumatic Muscles [J].
Aschemann, Harald ;
Schindele, Dominik .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2014, 61 (07) :3620-3629
[4]   Pleated Pneumatic Artificial Muscle-Based Actuator System as a Torque Source for Compliant Lower Limb Exoskeletons [J].
Beyl, Pieter ;
Van Damme, Michael ;
Van Ham, Ronald ;
Vanderborght, Bram ;
Lefeber, Dirk .
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2014, 19 (03) :1046-1056
[5]   Nonlinear control of a pneumatic muscle actuator: Backstepping vs. sliding-mode [J].
Carbonell, P ;
Jiang, ZP ;
Repperger, DW .
PROCEEDINGS OF THE 2001 IEEE INTERNATIONAL CONFERENCE ON CONTROL APPLICATIONS (CCA'01), 2001, :167-172
[6]   Decoupling and tracking control using eigenstructure assignment for linear time-varying systems [J].
Choi, JW ;
Lee, HC ;
Zhu, JJ .
INTERNATIONAL JOURNAL OF CONTROL, 2001, 74 (05) :453-464
[7]   Control of pneumatic artificial muscle system through experimental modelling [J].
Ganguly, Shameek ;
Garg, Akash ;
Pasricha, Akshay ;
Dwivedy, S. K. .
MECHATRONICS, 2012, 22 (08) :1135-1147
[8]  
Ge Li-ming, 2017, Control and Decision, V32, P1333, DOI 10.13195/j.kzyjc.2016.0581
[9]   Weak Convergence of Nonlinear High-Gain Tracking Differentiator [J].
Guo, Bao-Zhu ;
Zhao, Zhi-Liang .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2013, 58 (04) :1074-1080
[10]   Backstepping Control of Electro-Hydraulic System Based on Extended-State-Observer With Plant Dynamics Largely Unknown [J].
Guo, Qing ;
Zhang, Yi ;
Celler, Branko G. ;
Su, Steven W. .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2016, 63 (11) :6909-6920