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Shape Tracking of a Dexterous Continuum Manipulator Utilizing Two Large Deflection Shape Sensors
Hao Liu1, Amirhossein Farvardin2, Robert Grupp2
1State Key Laboratory of Robotics, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 100080, China, and also with the Laboratory for Computational Sensing and Robotics, Johns Hopkins University, Baltimore, MD 21218 USA.
This study introduces a new fiber Bragg grating (FBG) shape sensor for accurate real-time tracking of large deflections in dexterous continuum manipulators (DCMs). The novel sensor system achieves high accuracy, crucial for minimally invasive surgical applications.
Area of Science:
- Medical Robotics
- Sensing Technologies
- Minimally Invasive Surgery
Background:
- Dexterous continuum manipulators (DCMs) offer enhanced reach and steerability in minimally invasive surgery.
- Accurate real-time shape sensing is critical for controlling DCMs, especially during large deflections.
- Existing sensors may not adequately capture the complex shapes required for procedures like osteolysis treatment.
Purpose of the Study:
- To develop and validate a novel shape sensor capable of accurately tracking large deflections in a 35 mm DCM.
- To assess the sensor's performance in various bending scenarios, including those with obstacles.
- To enable precise control and improve outcomes in less invasive surgical interventions.
Main Methods:
- Embedding two shape sensors, each with three fiber Bragg grating (FBG) sensing nodes, within the DCM.
- Computing the DCM centerline based on the reconstructed sensor curves.
- Utilizing an experimental platform with a linear slide stage for controlled actuation and a 2D camera for verification.
- Comparing sensor-based shape reconstruction with ground truth derived from 2D-3D registration.
Main Results:
- The FBG shape sensor demonstrated high accuracy in tracking the DCM's distal tip.
- Distal tip tracking accuracy was 0.40 ± 0.30 mm in free bending.
- Accuracy in bending with obstacles ranged from 0.23 ± 0.10 mm to 0.93 ± 0.05 mm.
Conclusions:
- FBG arrays provide an accurate method for characterizing the shape of large-deflection DCMs.
- The developed sensor system is suitable for real-time shape monitoring in demanding surgical environments.
- This technology has the potential to enhance the safety and efficacy of robot-assisted minimally invasive procedures.
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