Compliant Motion Control for Multisegment Continuum Robots With Actuation Force Sensing

作者：Goldman Roger E^*; Bajo Andrea; Simaan Nabil

来源：IEEE Transactions on Robotics, 2014, 30(4): 890-902.

DOI：10.1109/TRO.2014.2309835

• Compliant motion control
• continuum robot
• machine learning
• support vector machine

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 (sic)9 and (sic)5 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.

• 出版日期2014-8