Trajectory Tracking of an Omni-Directional Wheeled Mobile Robot Using a Model Predictive Control Strategy
Source abstract
Abstract
This paper addresses trajectory tracking of an omni-directional mobile robot (OMR) with three mecanum wheels and a fully symmetrical configuration. The omni-directional wheeled robot outperforms the non-holonomic wheeled robot due to its ability to rotate and translate independently and simultaneously. A kinematics model of the OMR is established and a model predictive control (MPC) algorithm with control and system constraints is designed to achieve point stabilization and trajectory tracking. Simulation results validate the accuracy of the established kinematics model and the effectiveness of the proposed MPC controller.
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Research context
OpenAlex topics: Control and Dynamics of Mobile Robots · Robotic Path Planning Algorithms · Robotic Locomotion and Control
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
College of IoT Engineering, Hohai University, Changzhou 213022, China
Changzhou Key Laboratory of Robotics and Intelligent Technology, Hohai University, Changzhou 213022, China
Jiangsu Key Laboratory of Special Robots, Hohai University, Changzhou 213022, China
Research Institute of Intelligent Control and Systems, Harbin Institute of Technology, Harbin 150080, China
School of Electromechanical and Automobile Engineerng, Changzhou Vacational Institue of Engineering, Changzhou 213164, China
Key Laboratory of Autonomous Systems and Networked Control, College of Automation Science and Engineering, South China University of Technology, Guangzhou 510640, China
References (23)
Show source-provided references
1. Visual servoing of mobile robots for posture stabilization: From theory to experiments10.1002/rnc.3067 ↗
2. Li, W., Yang, C., Jiang, Y., Liu, X., and Su, C. (2017). Motion Planning for Omnidirectional Wheeled Mobile Robot by Potential Field Method. J. Adv. Transport., 4961383.10.1155/2017/4961383 ↗
3. Trajectory tracking for two-steering-wheels mobile robots10.1016/S1474-6670(17)47322-8 ↗
4. Exponential stabilization of mobile robots with nonholonomic constraints10.1109/9.173153 ↗
5. Application of the MPC to the Position Control of the Two-Mass Drive System10.1109/TIE.2012.2208435 ↗
6. Designing omni-directional mobile robot with mecanum wheel10.3844/ajassp.2006.1831.1835 ↗
7. Asama, H., Sato, M., Bogoni, L., and Kaetsu, H. (1995, January 21–27). Development of an omni-directional mobile robot with 3 DOF decoupling drive mechanism. Proceedings of the IEEE International Conference on Robotics and Automation, Nagoya, Japan.
8. Structure and Kinematic Analysis of Omni-Directional Mobile Robots
9. Design and Development of a Comprehensive Omni Directional Soccer Player Robot10.5772/5635 ↗
10. Receding horizon tracking control of wheeled mobile robots10.1109/TCST.2006.872512 ↗
11. A Bioinspired Neurodynamics-Based Approach to Tracking Control of Mobile Robots10.1109/TIE.2011.2130491 ↗
12. Shortest paths for a robot with nonholonomic and field-of-view constraints10.1109/TRO.2009.2039379 ↗
13. Path planning with obstacle avoidance based on visibility binary tree algorithm10.1016/j.robot.2013.07.010 ↗
14. Real-Time Obstacle Avoidance for Manipulators and Mobile Robots10.1177/027836498600500106 ↗
15. Near-optimal dynamic trajectory generation and control of an omnidirectional vehicle10.1016/j.robot.2003.10.003 ↗
16. Kanjanawanishkul, K., and Zell, A. (2009, January 12–17). Path following for an omnidirectional mobile robot based on model predictive control. Proceedings of the IEEE International Conference on Robotics and Automation, Kobe, Japan.10.1109/ROBOT.2009.5152217 ↗
17. Adaptive Trajectory Tracking and Stabilization for Omnidirectional Mobile Robot with Dynamic Effect and Uncertainties10.3182/20080706-5-KR-1001.00907 ↗
18. Ortíz, J.M., and Olivares, M. (2007, January 8–9). Trajectory Tracking Control of an Omnidirectional Mobile Robot Based on MPC. Proceedings of the IEEE Fourth Latin American Robotics Symposium (Lars 2007), Monterrey, Mexico.
19. Vision-Based Model Predictive Control for Steering of a Nonholonomic Mobile Robot
20. Tracking-error model-based predictive control for mobile robots in real time10.1016/j.robot.2007.01.002 ↗
21. Model Predictive Control based on LMIs Applied to an Omni-Directional Mobile Robot10.3182/20110828-6-IT-1002.03696 ↗
22. MPC-Based Path Following Control of an Omnidirectional Mobile Robot with Consideration of Robot Constraints
23. Development and Control of a Holonomic Mobile Robot for Mobile Manipulation Tasks10.1177/02783640022067977 ↗