An inductance-based sensing system for bellows-driven continuum joints in soft robots

In this work we present a novel, inductance-based system to measure and control the motion of bellows-driven continuum joints in soft robots. The sensing system relies on coils of wire wrapped around the minor diameters of each bellows on the joint. As the bellows extend, these coils of wire become more distant, decreasing their mutual inductance. Measuring this change in mutual inductance allows us to measure the motion of the joint. By dividing the sensing of the joint into two sections and measuring the motion of each section independently, we are able to measure the overall deformation of the joint with a piece-wise constant-curvature approximation. This technique allows us to measure lateral displacements that would be otherwise unobservable. When measuring bending, the inductance sensors measured the joint orientation with an RMS error of \(1.1^\circ \). The inductance sensors were also successfully used as feedback to control the orientation of the joint. The sensors proposed and tested in this work provided accurate motion feedback that would be difficult to achieve robustly with other sensors. This sensing system enables the creation of robust, self-sensing soft robots based on bellows-driven continuum joints.

[1]  Stefan Seelecke,et al.  A Self-Sensing Approach for Dielectric Elastomer Actuators Based on Online Estimation Algorithms , 2017, IEEE/ASME Transactions on Mechatronics.

[2]  Yong-Lae Park,et al.  Highly stretchable optical sensors for pressure, strain, and curvature measurement , 2015, 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

[3]  Heinz Wörn,et al.  Closed-loop control of a Flexible Instrument using an integrated FBG-based Shape Sensor , 2015 .

[4]  C David Remy,et al.  Smart Braid Feedback for the Closed-Loop Control of Soft Robotic Systems. , 2017, Soft robotics.

[5]  Jinwoo Jung,et al.  An evaluation of closed-loop control options for continuum manipulators , 2012, 2012 IEEE International Conference on Robotics and Automation.

[6]  G. Granosik,et al.  Integrated joint actuator for serpentine robots , 2005, IEEE/ASME Transactions on Mechatronics.

[7]  Tatsuyuki Ochi A positioning system for mobile robots using symmetrical rotating laser beams , 1989, Adv. Robotics.

[8]  Guy Immega,et al.  An extensible robotic tentacle , 1997 .

[9]  Kaspar Althoefer,et al.  Macrobend optical sensing for pose measurement in soft robot arms , 2015 .

[10]  Kevin O'Brien,et al.  Optoelectronically innervated soft prosthetic hand via stretchable optical waveguides , 2016, Science Robotics.

[11]  Ian D. Walker,et al.  Design and experimental testing of the OctArm soft robot manipulator , 2006, SPIE Defense + Commercial Sensing.

[12]  I. Park,et al.  Stretchable, Skin‐Mountable, and Wearable Strain Sensors and Their Potential Applications: A Review , 2016 .

[13]  Cagdas D. Onal,et al.  Design and control of a soft and continuously deformable 2D robotic manipulation system , 2014, 2014 IEEE International Conference on Robotics and Automation (ICRA).

[14]  C. David Remy,et al.  Contraction Sensing With Smart Braid McKibben Muscles , 2016, IEEE/ASME Transactions on Mechatronics.

[15]  Marc D. Killpack,et al.  Simultaneous position and stiffness control for an inflatable soft robot , 2016, 2016 IEEE International Conference on Robotics and Automation (ICRA).

[16]  Ronald Raulefs,et al.  Recent Advances in Indoor Localization: A Survey on Theoretical Approaches and Applications , 2017, IEEE Communications Surveys & Tutorials.

[17]  Stefan Schulz,et al.  Compliant Robotics and Automation with Flexible Fluidic Actuators and Inflatable Structures , 2012 .

[18]  Michael Zyda,et al.  Orientation tracking for humans and robots using inertial sensors , 1999, Proceedings 1999 IEEE International Symposium on Computational Intelligence in Robotics and Automation. CIRA'99 (Cat. No.99EX375).

[19]  Rajnikant V. Patel,et al.  Position control of concentric-tube continuum robots using a modified Jacobian-based approach , 2013, 2013 IEEE International Conference on Robotics and Automation.

[20]  C. David Remy,et al.  Sensing the motion of bellows through changes in mutual inductance , 2016, 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

[21]  C. David Remy,et al.  Smart braid: Air muscles that measure force and displacement , 2014, 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[22]  Arianna Menciassi,et al.  STIFF-FLOP surgical manipulator: Mechanical design and experimental characterization of the single module , 2013, 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems.