CUED Publications database

Robotics and neuroscience: A rhythmic interaction

Ronsse, R and Lefèvre, P and Sepulchre, R (2008) Robotics and neuroscience: A rhythmic interaction. Neural Networks, 21. pp. 577-583. ISSN 0893-6080

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Abstract

At the crossing between motor control neuroscience and robotics system theory, the paper presents a rhythmic experiment that is amenable both to handy laboratory implementation and simple mathematical modeling. The experiment is based on an impact juggling task, requiring the coordination of two upper-limb effectors and some phase-locking with the trajectories of one or several juggled objects. We describe the experiment, its implementation and the mathematical model used for the analysis. Our underlying research focuses on the role of sensory feedback in rhythmic tasks. In a robotic implementation of our experiment, we study the minimum feedback that is required to achieve robust control. A limited source of feedback, measuring only the impact times, is shown to give promising results. A second field of investigation concerns the human behavior in the same impact juggling task. We study how a variation of the tempo induces a transition between two distinct control strategies with different sensory feedback requirements. Analogies and differences between the robotic and human behaviors are obviously of high relevance in such a flexible setup. © 2008 Elsevier Ltd. All rights reserved.

Item Type: Article
Uncontrolled Keywords: Impact juggling Movement primitives Performance Rhythmic control Robustness Sensory feedback
Subjects: UNSPECIFIED
Divisions: Div F > Control
Depositing User: Cron Job
Date Deposited: 07 Mar 2014 11:25
Last Modified: 22 Dec 2014 01:21
DOI: 10.1016/j.neunet.2008.03.005