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Robust adaptive control of cooperating mobile manipulators with relative motion
Zhijun Li1, Pey Yuen Tao, Shuzhi Sam Ge
1Department of Electrical and Computer Engineering, National University of Singapore, Singapore. zjli@sjtu.edu.cn
This study introduces robust adaptive controls for two cooperating mobile robotic manipulators to precisely control object motion and force despite uncertainties. The developed methods ensure stable system performance and accurate trajectory tracking, enhancing robotic manipulation capabilities.
Area of Science:
- Robotics
- Control Systems Engineering
- Mechatronics
Background:
- Cooperating mobile robotic manipulators are essential for complex manipulation tasks.
- Handling uncertainties and external disturbances is a key challenge in robotic control.
- Ensuring precise motion and force control for manipulated objects is critical.
Purpose of the Study:
- To develop centralized robust adaptive controls for two cooperating mobile robotic manipulators.
- To guarantee convergence of motion and force trajectories to desired manifolds with prescribed performance.
- To address uncertainties and external disturbances in the manipulation of a constrained object.
Main Methods:
- Coupled dynamics modeling for two cooperating mobile robotic manipulators.
- Design of centralized robust adaptive control algorithms.
- Lyapunov stability synthesis to prove closed-loop system stability and boundedness of tracking errors.
Main Results:
- The proposed adaptive controls ensure convergence of motion and force trajectories to desired manifolds.
- Tracking errors are ultimately bounded, demonstrating prescribed performance.
- The control system demonstrates robustness against relative motion disturbances and parametric uncertainties.
Conclusions:
- The developed centralized robust adaptive controls effectively manage coupled dynamics for cooperating robotic manipulators.
- The control strategy guarantees stability and achieves precise motion and force tracking under uncertainty.
- Simulation studies validate the effectiveness and robustness of the proposed control approach for robotic manipulation.
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