Nonholonomic Mobile Robot Trajectory Tracking using Hybrid Controller

被引:0
作者
Safwan, Muhammad [1 ,2 ]
Uddin, Vali [1 ]
Asif, Muhammad [3 ]
机构
[1] Hamdard Univ, Fac Engn Sci & Technol, Karachi, Pakistan
[2] Sir Syed Univ Engn & Technol, Karachi, Pakistan
[3] Sir Syed Univ Engn & Technol, Dept Elect Engn, Karachi, Pakistan
关键词
PID Controller; Fuzzy Logic; Kinematic Robot; Trajectory Tracking;
D O I
暂无
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
A control scheme is being presented for the trajectory tracking of a nonholonomic kinematic model of mobile robots. As a kinematic model of mobile robots is nonlinear in nature, therefore, it is controlling is always being a difficult task. Thus, a control hybrid scheme comprises of fuzzy logic and PID (Proportional Integral Derivative) is being proposed, in which adaptive gains of PID controller is being tuned by a fuzzy logic controller. Moreover, the effectiveness of this innovative technique is also proved using the simulations by adding model uncertainties and external disturbances in the system. Besides, the fuzzy logic control system is also being compared by the proposed control system. Resultsattained shows that the fuzzy based PID controller drivesimproved results than fuzzy logic controller.
引用
收藏
页码:161 / 170
页数:10
相关论文
共 17 条
[1]  
Aguiar A. P., REGULATION NONHOLONO, P2995
[2]   A fuzzy-logic-based approach for mobile robot path tracking [J].
Antonelli, Gianluca ;
Chiaverini, Stefano ;
Fusco, Giuseppe .
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2007, 15 (02) :211-221
[3]  
Burgard W., COLLABORATIVE MULTI, P476
[4]   Adaptive Trajectory Tracking Control for a Nonholonomic Mobile Robot [J].
Cao Zhengcai ;
Zhao Yingtao ;
Wu Qidi .
CHINESE JOURNAL OF MECHANICAL ENGINEERING, 2011, 24 (04) :546-552
[5]   Robust tracking designs for both holonomic and nonholonomic constrained mechanical systems: Adaptive fuzzy approach [J].
Chang, YC ;
Chen, BS .
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2000, 8 (01) :46-66
[6]   Control of a nonholonomic mobile robot using neural networks [J].
Fierro, R ;
Lewis, FL .
IEEE TRANSACTIONS ON NEURAL NETWORKS, 1998, 9 (04) :589-600
[7]  
Fierro R., CONTROL NONHOLONOMIC, P3805
[8]   Nonlinear path control in automated vehicle guidance [J].
Freund, E ;
Mayr, R .
IEEE TRANSACTIONS ON ROBOTICS AND AUTOMATION, 1997, 13 (01) :49-60
[9]   Adaptive tracking control of a nonholonomic mobile robot [J].
Fukao, T ;
Nakagawa, H ;
Adachi, N .
IEEE TRANSACTIONS ON ROBOTICS AND AUTOMATION, 2000, 16 (05) :609-615
[10]   Adaptive Control of an Electrically Driven Nonholonomic Mobile Robot via Backstepping and Fuzzy Approach [J].
Hou, Zeng-Guang ;
Zou, An-Min ;
Cheng, Long ;
Tan, Min .
IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2009, 17 (04) :803-815