DocumentCode
1296017
Title
Entrainment to Natural Oscillations via Uncoupled Central Pattern Generators
Author
Futakata, Y. ; Iwasaki, T.
Author_Institution
Dept. of Inf. Phys. & Comput., Univ. of Tokyo, Tokyo, Japan
Volume
56
Issue
5
fYear
2011
fDate
5/1/2011 12:00:00 AM
Firstpage
1075
Lastpage
1089
Abstract
Mechanical systems can often be controlled efficiently by exploiting a resonance. An optimal trajectory minimizing an energy cost function is found at (or near) a natural mode of oscillation. Motivated by this fact, we consider the natural entrainment problem: the design of nonlinear feedback controllers for linear mechanical systems to achieve a prescribed mode of natural oscillation for the closed-loop system. We adopt a set of distributed central pattern generators (CPGs) as the basic control architecture, inspired by biological observations. The method of multivariable harmonic balance (MHB) is employed to characterize the condition, approximately, for the closed-loop system to have a natural oscillation as its trajectory. Necessary and sufficient conditions for satisfaction of the MHB equation are derived in the forms useful for control design. It is shown that the essential design freedom can be captured by two parameters, and the design parameter plane can be partitioned into regions, in each of which approximate entrainment to one of the natural modes, with an error bound, is predicted by the MHB analysis. Control mechanisms underlying natural entrainment, as well as limitations and extensions of our results, are discussed.
Keywords
closed loop systems; control system synthesis; distributed control; feedback; linear systems; nonlinear control systems; optimal control; oscillations; position control; MHB equation; biological observation; closed loop system; design parameter plane; energy cost function; linear mechanical system; multivariable harmonic balance; natural oscillation; nonlinear feedback controller design; optimal trajectory; uncoupled central pattern generator; Adaptive control; Biological control systems; Centralized control; Control design; Control systems; Cost function; Equations; Mechanical systems; Resonance; Sufficient conditions; Central pattern generators (CPGs); multivariable harmonic balance (MHB);
fLanguage
English
Journal_Title
Automatic Control, IEEE Transactions on
Publisher
ieee
ISSN
0018-9286
Type
jour
DOI
10.1109/TAC.2010.2067330
Filename
5549857
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