Skip to main content

Research Repository

Advanced Search

Visual-tactile sensory map calibration of a biomimetic whiskered robot

Assaf, Tareq; Wilson, Emma D.; Anderson, Sean; Dean, Paul; Porrill, John; Pearson, Martin J.

Authors

Emma D. Wilson

Sean Anderson

Paul Dean

John Porrill



Abstract

© 2016 IEEE. We present an adaptive filter model of cerebellar function applied to the calibration of a tactile sensory map to improve the accuracy of directed movements of a robotic manipulator. This is demonstrated using a platform called Bellabot that incorporates an array of biomimetic tactile whiskers, actuated using electro-active polymer artificial muscles, a camera to provide visual error feedback, and a standard industrial robotic manipulator. The algorithm learns to accommodate imperfections in the sensory map that may be as a result of poor manufacturing tolerances or damage to the sensory array. Such an ability is an important pre-requisite for robust tactile robotic systems operating in the real-world for extended periods of time. In this work the sensory maps have been purposely distorted in order to evaluate the performance of the algorithm.

Citation

Pearson, M. J., Assaf, T., Wilson, E. D., Anderson, S., Dean, P., Porrill, J., & Pearson, M. (2016). Visual-tactile sensory map calibration of a biomimetic whiskered robot. IEEE International Conference on Robotics and Automation, 2016-June, 967-972. https://doi.org/10.1109/ICRA.2016.7487228

Journal Article Type Conference Paper
Conference Name IEEE International Conference on Robotics and Automation (ICRA)
Start Date May 16, 2016
End Date May 21, 2016
Acceptance Date Jan 15, 2016
Publication Date Jun 8, 2016
Journal Proceedings - IEEE International Conference on Robotics and Automation
Print ISSN 1050-4729
Publisher Institute of Electrical and Electronics Engineers
Peer Reviewed Peer Reviewed
Volume 2016-June
Pages 967-972
ISBN 978-1-4673-8026-3
DOI https://doi.org/10.1109/ICRA.2016.7487228
Keywords robot sensing systems, service robots, calibration, cameras, head
Public URL https://uwe-repository.worktribe.com/output/910976
Publisher URL http://dx.doi.org/10.1109/ICRA.2016.7487228
Additional Information Additional Information : © 2016 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
Title of Conference or Conference Proceedings : 2016 IEEE International Conference on Robotics and Automation (ICRA)

Files







You might also like



Downloadable Citations