Phase Regulation of Decentralized Cyclic Robotic Systems

Author:

Klavins E.1,Koditschek D.E.2

Affiliation:

1. Computer Science Department California Institute of Technology Pasadena, CA 91125, USA

2. Department of Electrical Engineering and Computer Science University of Michigan Ann Arbor, MI 48109, USA

Abstract

We address the problem of coupling cyclic robotic tasks to produce a specified coordinated behavior. Such coordination tasks are common in robotics, appearing in applications like walking, hopping, running, juggling and factory automation. In this paper we introduce a general methodology for designing controllers for such settings. We introduce a class of dynamical systems defined over n -dimensional tori (the cross product of n oscillator phases) that serve as reference fields for the specified task. These dynamical systems represent the ideal flow and phase couplings of the various cyclic tasks to be coordinated. In particular, given a specification of the desired connections between oscillating subsystems, we synthesize an appropriate reference field and show how to determine whether the specification is realized by the field. In the simplest case that the oscillating components admit a continuous control authority, they are made to track the phases of the corresponding components of the reference field. We further demonstrate that reference fields can be applied to the control of intermittent contact systems, specifically to the task of juggling balls with a paddle and to the task of synchronizing hopping robots.

Publisher

SAGE Publications

Subject

Applied Mathematics,Artificial Intelligence,Electrical and Electronic Engineering,Mechanical Engineering,Modelling and Simulation,Software

Cited by 25 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. A hybrid dynamical extension of averaging and its application to the analysis of legged gait stability;The International Journal of Robotics Research;2018-02

2. Model Reduction Near Periodic Orbits of Hybrid Dynamical Systems;IEEE Transactions on Automatic Control;2015-10

3. Synchronization of a class of cyclic discrete-event systems describing legged locomotion;Discrete Event Dynamic Systems;2015-02-20

4. Modeling and Control of Legged Locomotion via Switching Max-Plus Models;IEEE Transactions on Robotics;2014-06

5. How to Run a Centipede: a Topological Perspective;Geometric Control Theory and Sub-Riemannian Geometry;2014

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