Fuzzy Bilateral Control of Time Delayed Nonlinear Tele-robotic System in Unknown Environments through State Convergence

被引:0
作者
Farooq, Umar [1 ,2 ]
Gu, Jason [2 ]
El-Hawary, Mohamed E. [2 ]
Asad, Muhammad Usman [3 ]
Abbas, Ghulam [3 ]
机构
[1] Univ Punjab, Dept Elect Engn, Lahore 54590, Pakistan
[2] Dalhousie Univ, Dept Elect & Comp Engn, Halifax, NS, Canada
[3] Univ Lahore, Dept Elect Engn, Lahore, Pakistan
来源
2016 2ND INTERNATIONAL CONFERENCE ON ROBOTICS AND ARTIFICIAL INTELLIGENCE (ICRAI) | 2016年
关键词
Tele-robotics; Unknown environments; Fuzzy control; MATLAB; TELEOPERATION;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
State convergence belongs to the class of non-passive schemes and offers a complete framework for bilaterally controlling the tele-robotic systems. Contrary to many other schemes, it allows modeling the tele-robotic systems on state space and provides guaranteed performance of their closed loop behavior. In this study, we have used the state convergence scheme to design a bilateral controller for a nonlinear telerobotic system where the slave is working in an unknown environment. The nonlinear tele-robotic system is first approximated by a Takagi-Sugeno (TS) fuzzy model. A fuzzy control law is then employed to derive the design conditions following the method of state convergence in order to ensure that the slave follows the master and the desired dynamic behavior of the tele-robotic system is achieved. Further, the existing state convergence based linear bilateral controller is found to be a special case of the proposed state convergence based fuzzy bilateral controller. A one-degree-of-freedom (DoF) nonlinear tele-robotic system is finally simulated in MATLAB/Simulink environment to show the effectiveness of the proposed approach.
引用
收藏
页码:81 / 86
页数:6
相关论文
共 23 条
[1]   BILATERAL CONTROL OF TELEOPERATORS WITH TIME-DELAY [J].
ANDERSON, RJ ;
SPONG, MW .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1989, 34 (05) :494-501
[2]   Control schemes for teleoperation with time delay: A comparative study [J].
Arcara, P ;
Melchiorri, C .
ROBOTICS AND AUTONOMOUS SYSTEMS, 2002, 38 (01) :49-64
[3]   Bilateral Adaptative Control by State of Convergence in Teleoperation Systems [J].
Artigas, Maria A. ;
Aracil, Rafael ;
Ferre, Manuel ;
Garcia, Cecilia .
2009 IEEE CONTROL APPLICATIONS CCA & INTELLIGENT CONTROL (ISIC), VOLS 1-3, 2009, :548-+
[4]  
Azorin Jose Maria, 2009, 2009 European Control Conference (ECC), P2815
[5]  
Azorin J.M, 2007, ADV TELEROBOTICS, V31, P271
[6]   Generalized control method by state convergence for teleoperation systems with time delay [J].
Azorin, JM ;
Reinoso, O ;
Aracil, R ;
Ferre, M .
AUTOMATICA, 2004, 40 (09) :1575-1582
[7]  
Azorín JM, 2008, LECT NOTES COMPUT SC, V5024, P13, DOI 10.1007/978-3-540-69057-3_2
[8]   Design of a Tele-Control Electrical Vehicle System using a Fuzzy Logic Control [J].
Boukhnifer, M. ;
Chaibet, A. ;
Azib, T. ;
Larouci, C. .
INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS, 2012, 9
[9]   Position Synchronization in Bilateral Teleoperation Under Time-Varying Communication Delays [J].
Chawda, Vinay ;
O'Malley, Marcia K. .
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2015, 20 (01) :245-253
[10]   On tracking performance in bilateral teleoperation [J].
Chopra, Nikhil ;
Spong, Mark W. ;
Ortega, Romeo ;
Barabanov, Nikita E. .
IEEE TRANSACTIONS ON ROBOTICS, 2006, 22 (04) :861-866