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Robust adaptive integral backstepping control for opto-electronic tracking system based on modified LuGre friction
1The State Key Laboratory of Precision Measuring Technology and Instruments, Tianjin University, Tianjin 300072, China.
A new robust adaptive integral backstepping control strategy precisely manages opto-electronic tracking systems. This method effectively compensates for nonlinear friction and disturbances, improving system accuracy and stability.
Area of Science:
- Control Systems Engineering
- Opto-Mechatronics
- Robotics
Background:
- Opto-electronic tracking systems require precise control despite nonlinear friction and external disturbances.
- Existing control strategies may struggle with complex friction dynamics and unpredictable environmental factors.
Purpose of the Study:
- To develop a robust adaptive integral backstepping control strategy for enhanced opto-electronic tracking system performance.
- To accurately compensate for nonlinear friction and external disturbances in real-time.
Main Methods:
- A novel control strategy combining integral control, robust adaptive control, and backstepping design.
- Implementation of a nonlinear modified LuGre observer for friction behavior estimation.
- Stability analysis using the Lyapunov criterion.
Main Results:
- The proposed controller significantly reduces steady-state error using an integral control term.
- Demonstrated effectiveness in simulations and practical experiments with an opto-electronic tracking system.
- Achieved a 26.6% reduction in root mean square angle error compared to adaptive integral backstepping sliding mode control.
Conclusions:
- The robust adaptive integral backstepping control strategy provides effective and robust performance for opto-electronic tracking systems.
- The method successfully compensates for friction variations and external disturbances.
- Validated effectiveness through rigorous simulation and experimental validation.
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