An Adaptive Backstepping Nonsingular Fast Terminal Sliding Mode Control for Robust Fault Tolerant Control of Robot Manipulators

被引:329
|
作者
Mien Van [1 ,2 ]
Mavrovouniotis, Michalis [3 ]
Ge, Shuzhi Sam [4 ,5 ]
机构
[1] Duy Tan Univ, Inst Res & Dev, Da Nang 550000, Vietnam
[2] Univ Exeter, Coll Engn Math & Phys Sci, Exeter EX4 4QF, Devon, England
[3] Nottingham Trent Univ, Sch Sci & Technol, Nottingham NG11 8NS, England
[4] Natl Univ Singapore, Dept Elect & Comp Engn, Singapore 117580, Singapore
[5] Natl Univ Singapore, Social Robot Lab, Singapore 117580, Singapore
关键词
Backstepping control; control of robots; fault tolerant control (FTC); terminal sliding mode control (TSMC); ITERATIVE LEARNING CONTROL; NONLINEAR-SYSTEMS; TRACKING CONTROL; MOTION CONTROL; PID CONTROL; OBSERVER; DESIGN; SCHEME; DISTURBANCE; DIAGNOSIS;
D O I
10.1109/TSMC.2017.2782246
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 develops a novel control methodology for tracking control of robot manipulators based on a novel adaptive backstepping nonsingular fast terminal sliding mode control (ABNFTSMC). In this approach, a novel backstepping nonsingular fast terminal sliding mode controller (BNFTSMC) is developed based on an integration of integral nonsingular fast terminal sliding mode surface and a backstepping control strategy. The benefits of this approach arc that the proposed controller can preserve the merits of the integral nonsingular fast terminal sliding mode control (NFTSMC) in terms of high robustness, fast transient response, and finite-time convergence, as well as backstepping control strategy in terms of globally asymptotic stability based on Lyapunov criterion. However, the major limitation of the proposed BNFTSMC is that its design procedure is dependent on the prior knowledge of the bound value of the disturbance and uncertainties. In order to overcome this limitation, an adaptive technique is employed to approximate the upper bound value; yielding an ABNFTSMC is recommended. The proposed controller is then applied for tracking control of a PUMA560 robot and compared with other state-of-the-art controllers, such as computed torque controller, PID controller, conventional PID-based sliding mode controller, and NFTSMC. The comparison results demonstrate the superior performance of the proposed approach.
引用
收藏
页码:1448 / 1458
页数:11
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