Title :
A method for determination of optimal gaits with application to a snake-like serial-link structure
Author :
Hicks, Gregory ; Ito, Kazufumi
Author_Institution :
AFRL/VSSV, Kirtland AFB, NM, USA
Abstract :
In this paper, we present a method of determining optimal gaits for shape actuated locomotion systems. This method is the synthesis of techniques for computing reduced equations for robotic locomotion systems and a numerical optimal control strategy. Symmetry reduction processes induce a form of locomotion system dynamics that reveals a cyclic-like coupling between group, shape, and momenta coordinates. This form allows one to focus on designing gaits, abandoning concern over shape dynamics. Using this vantage point we indicate how a numerical optimal control method based on Gaussian quadrature may be acclimatized to periodicity, thus providing optimal gaits. The method is demonstrated by means of its application to a snake-like serial-link structure or snake robot. This application provides scientific merit to hypotheses concerning observed locomotion phenomena amongst animals employing undulatory propulsive mechanisms.
Keywords :
Gaussian processes; integration; mobile robots; optimal control; robot dynamics; Gaussian quadrature; numerical optimal control; optimal gaits; reduced equations; robotic locomotion system; serial-link structure; shape dynamic; snake robot; symmetry reduction; undulatory propulsive mechanism; Animal structures; Control system synthesis; Controllability; Equations; Indium tin oxide; Marine animals; Morphology; Optimal control; Robot kinematics; Shape control; Locomotion; numerical optimal control; optimal gaits; reduction;
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.2005.854583