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
Link To Document :
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