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Optimal motion planning of juggling by 3-DOF manipulators using adaptive PSO algorithm
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Optimal motion planning of juggling by 3-DOF manipulators using adaptive PSO algorithm
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Journal Article
Optimal motion planning of juggling by 3-DOF manipulators using adaptive PSO algorithm
2014
Overview
Three-DOF manipulators were employed for juggling of polygonal objects in order to have full control over object's configuration. Dynamic grasp condition is obtained for the instances that the manipulators carry the object on their palms. Manipulation problem is modeled as a nonlinear optimal control problem. In this optimal control problem, time of free flight is used as a free parameter to determine throw and catch times. Cost function is selected to get maximum covered horizontal distance using minimum energy. By selecting third-order polynomials for joint motions, the problem is changed to a constrained parameter selection problem. Adaptive particle swarm optimization method is consequently employed to solve the optimization problem. Effectiveness of the optimization algorithm is verified by a set of simulations in MSC. ADAMS.
Publisher
Cambridge University Press
Subject
