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Published on: October 1, 2019
Friction Modeling of Tendon-driven Continuum Robots through Linear Complementarity Problem
Jia Shen1, Brendan Browne2, Junhyoung Ha3
1George W. Woodruff School of Mechanical Engineering, Georgia Institute of Technology, Atlanta 30332 USA.
This study introduces a new friction model for tendon-driven continuum robots (TDCR) that accurately predicts hysteresis. This novel approach significantly improves TDCR positioning accuracy in medical applications.
Area of Science:
- Robotics
- Mechanical Engineering
- Medical Devices
Background:
- Tendon-driven continuum robots (TDCR) offer dexterity for medical interventions.
- Precise control is hindered by unaddressed tendon friction hysteresis.
- Existing models fail to capture complex tendon-disk interactions and friction dynamics.
Purpose of the Study:
- To develop a novel friction model for TDCR that accurately predicts hysteresis.
- To improve motion planning and control accuracy in TDCR.
- To address the open problem of friction-induced hysteresis in tendon-disk interactions.
Main Methods:
- Incorporated the Capstan friction model as complementarity constraints.
- Developed a model capturing continuous friction force changes and sticking-sliding transitions.
- Formulated the friction model as a complementarity problem for numerical implementation.
- Experimentally validated the approach on a simplified TDCR prototype.
Main Results:
- The proposed model accurately predicts friction-induced hysteresis.
- Reduced tip position error from 36.11 mm to 9.42 mm on a 402-mm robot.
- Demonstrated superior performance compared to conventional sliding friction models.
Conclusions:
- The novel friction model enhances the precision of TDCR.
- This work provides a foundation for more accurate motion planning and control of TDCR.
- The developed model offers a significant advancement for robotic-assisted medical procedures.
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