Intelligent Control of an Autonomous Mobile Robot using Type-2 Fuzzy Logic

We develop a tracking controller for the dynamic model of unicycle mobile robot by integrating a kinematic controller and a torque controller based on Fuzzy Logic Theory. Computer simulations are presented confirming the performance of the tracking controller and its application to different navigation problems.

[1]  Ching-Hung Lee,et al.  Tracking control of unicycle-modeled mobile robots using a saturation feedback controller , 2001, IEEE Trans. Control. Syst. Technol..

[2]  K. Kozlowski,et al.  Fuzzy logic implementation in mobile robot control , 2001, Proceedings of the Second International Workshop on Robot Motion and Control. RoMoCo'01 (IEEE Cat. No.01EX535).

[3]  Ilya Kolmanovsky,et al.  Developments in nonholonomic control problems , 1995 .

[4]  A. El Hajjaji,et al.  Fuzzy control of a mobile robot: a new approach , 1997, Proceedings of the 1997 IEEE International Conference on Control Applications.

[5]  Ching-Chih Tsai,et al.  Trajectory tracking control of a laser-guided wheeled mobile robot , 2004, Proceedings of the 2004 IEEE International Conference on Control Applications, 2004..

[6]  Sergey V. Drakunov,et al.  Tracking in nonholonomic dynamic systems via sliding modes , 1995, Proceedings of 1995 34th IEEE Conference on Decision and Control.

[7]  Frank L. Lewis,et al.  Control of a nonholonomic mobile robot using neural networks , 1998, IEEE Trans. Neural Networks.

[8]  Frank L. Lewis,et al.  Control of a nonholonomic mobile robot: backstepping kinematics into dynamics , 1995, Proceedings of 1995 34th IEEE Conference on Decision and Control.

[9]  Ingemar J. Cox,et al.  Local path control for an autonomous vehicle , 1988, Proceedings. 1988 IEEE International Conference on Robotics and Automation.

[10]  Kazuo Yamafuji,et al.  Soft computing for the intelligent robust control of a robotic unicycle with a new physical measure for mechanical controllability , 1998, Soft Comput..

[11]  Norihiko Adachi,et al.  Adaptive tracking control of a nonholonomic mobile robot , 2000, IEEE Trans. Robotics Autom..

[12]  Dongkyoung Chwa,et al.  Sliding-mode tracking control of nonholonomic wheeled mobile robots in polar coordinates , 2004, IEEE Transactions on Control Systems Technology.

[13]  E. Mizutani,et al.  Neuro-Fuzzy and Soft Computing-A Computational Approach to Learning and Machine Intelligence [Book Review] , 1997, IEEE Transactions on Automatic Control.

[14]  Kai-Tai Song,et al.  Heuristic fuzzy-neuro network and its application to reactive navigation of a mobile robot , 2000, Fuzzy Sets Syst..

[15]  Fumio Miyazaki,et al.  A stable tracking control method for a non-holonomic mobile robot , 1991, Proceedings IROS '91:IEEE/RSJ International Workshop on Intelligent Robots and Systems '91.