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
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