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Remote Magnetic Navigation for Accurate, Real-time Catheter Positioning and Ablation in Cardiac Electrophysiology Procedures
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Robust 3-D Path Following Control Framework for Magnetic Helical Millirobots Subject to Fluid Flow and Input
IEEE Transactions on Cybernetics
|August 29, 2024
Summary
This study introduces a new control framework for magnetic helical millirobots, enhancing 3-D path following accuracy in fluid environments. The adaptive finite-time sliding mode controller effectively manages disturbances for safer in vivo therapies.
Area of Science:
- Robotics
- Control Systems Engineering
- Biomedical Engineering
Background:
- Precise trajectory control of magnetic helical millirobots is crucial for in vivo therapies.
- Challenges include complex fluid dynamics and input saturation, hindering accurate 3-D path following.
Purpose of the Study:
- To develop a robust 3-D path following control framework for magnetic helical millirobots.
- To address disturbances from fluid flow and input constraints for autonomous navigation.
Main Methods:
- Established a kinematic model for the magnetic helical millirobot using a 3-D hand position approach.
- Implemented a disturbance observer for finite-time perturbation estimation.
- Designed an adaptive finite-time sliding mode controller with an auxiliary system to mitigate disturbances and ensure precise path tracking.
Main Results:
- The proposed framework demonstrated effective disturbance estimation and mitigation.
- Achieved precise 3-D path tracking with fast convergence and reduced chattering.
- Experimental validation confirmed the approach's efficacy in control accuracy and convergence time.
Conclusions:
- The developed control framework significantly improves the 3-D path following capabilities of magnetic helical millirobots in fluid environments.
- The adaptive finite-time sliding mode control strategy offers a robust solution for autonomous navigation in challenging conditions.
- This advancement holds promise for enhancing the safety and efficacy of in vivo therapeutic applications.
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