Automatic Control of a Mobile Manipulator Robot Based on Type-2 Fuzzy Sliding Mode Technique

被引:3
|
作者
Xu, Xin [1 ]
Shaker, Ahmed [2 ]
Salem, Marwa S. [3 ,4 ]
机构
[1] Taiyuan Inst Technol, Dept Mech Engn, Taiyuan 030008, Peoples R China
[2] Ain Shams Univ, Fac Engn, Engn Phys & Math Dept, Cairo 11566, Egypt
[3] Univ Hail, Coll Comp Sci & Engn, Dept Comp Engn, Hail 55211, Saudi Arabia
[4] Modern Sci & Arts Univ MSA, Fac Engn, Dept Elect Commun & Elect Syst Engn, Cairo 12556, Egypt
关键词
automatic control; mobile robot; type-2; fuzzy; sliding mode technique; NONLINEAR-SYSTEMS; TRACKING CONTROL; CONSTRAINTS;
D O I
10.3390/math10203773
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
In this paper, an automatic control method based on type-2 fuzzy sliding mode control for a mobile arm robot is presented. These types of robots have very complex dynamics due to the uncertainty of the arm parameters and the mobility of their base, so conventional control methods do not provide a suitable solution. The proposed method proves convergence with Lyapunov theory, and its convergence is mathematically guaranteed. A type-2 fuzzy system is responsible for approximating unmodulated dynamics, nonlinear terms, and uncertain parameters. In simulations, the performance of the proposed method with different situations, including uncertainty in arm parameters, uncertainty in mobile robot parameters (arm robot base), uncertainty in load, as well as indeterminacy in modeling have been applied. The comparison with two conventional controllers shows the efficiency and superiority of the proposed method.
引用
收藏
页数:18
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