• DocumentCode
    52837
  • Title

    Compliant Motion Control for Multisegment Continuum Robots With Actuation Force Sensing

  • Author

    Goldman, Roger E. ; Bajo, Andrea ; Simaan, Nabil

  • Author_Institution
    Dept. of Internal Med., Crozer Chester Med. Center, Upland, CA, USA
  • Volume
    30
  • Issue
    4
  • fYear
    2014
  • fDate
    Aug. 2014
  • Firstpage
    890
  • Lastpage
    902
  • Abstract
    During exploration through tortuous unstructured passages by continuum robots, methods are required to minimize the force interaction between the environment and the robot along its length. This paper presents and evaluates an algorithm for compliant motion control of continuum robots subjected to multiple unknown contacts with the environment. A mapping of external wrenches to a generalized force in the configuration space of a multisegment continuum robot is presented and related to measured joint-level actuation forces. These measurements are applied as inputs to a low-level compliant motion controller. Friction and modeling uncertainties, presenting an unknown nonlinear deviation from the nominal system model, are corrected via a feed-forward estimate provided by a support vector machine. The controller is evaluated on Ø9 and Ø5 mm multisegment continuum robots. We quantify the minimal interaction forces needed to generate compliant motion and demonstrate the ability of the controller to minimize interaction forces during insertion through tortuous passages.
  • Keywords
    feedforward; force sensors; motion control; robots; support vector machines; actuation force sensing; compliant motion control; configuration space; external wrenches; feedforward estimation; force interaction; friction uncertainties; generalized force; modeling uncertainties; multisegment continuum robots; support vector machine; tortuous passages; Force; Kinematics; Motion control; Robot kinematics; Robot sensing systems; Vectors; Compliant motion control; continuum robot; machine learning; support vector machine;
  • fLanguage
    English
  • Journal_Title
    Robotics, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1552-3098
  • Type

    jour

  • DOI
    10.1109/TRO.2014.2309835
  • Filename
    6778784