학술논문

Improved Adaptive Variable Impedance Control for Contact Force Tracking
Document Type
Conference
Source
2023 IEEE International Conference on Real-time Computing and Robotics (RCAR) Real-time Computing and Robotics (RCAR), 2023 IEEE International Conference on. :229-234 Jul, 2023
Subject
Computing and Processing
Robotics and Control Systems
Damping
Robot kinematics
Simulation
Force
Dynamics
Stability analysis
Robustness
Language
Abstract
The utilization of impedance control is capable of achieving excellent force tracking performance. However, the balance between stability and flexibility is seldom considered in current methods. To address this issue, a novel adaptive variable impedance controller for contact force tracking is proposed in this study. Lyapunov theory is applied to develop an adaptive adjustment law of damping parameter in impedance control to enhance the robot’s adaptability to uncertain environment and dynamic desired force. Additionally, a force compensator is designed based on direct adaptive control to expedite the response of force tracking. What sets this proposed method apart is that it does not require an accurate understanding of environmental parameters. Instead, it dynamically modifies the impedance parameters based on the force error to guarantee the stability and coordination of the system. Simulation results indicate that the proposed controller improves the flexibility and robustness of the force tracking capability of the robot system when compared to existing variable impedance control methods and effectively diminishes force overshoot.