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扰动扭矩下的自主移动机器人模糊跟踪控制器的基于化学优化范式的优化手段

Optimization of a Fuzzy Tracking Controller for an Autonomous Mobile Robot under Perturbed Torques by Means of a Chemical Optimization Paradigm
作者:Leslie AstudilloPatricia MelinOscar Castillo 作者单位:Tijuana Institute of Technology, Tijuana Mexico;Tijuana Institute of Technology, Tijuana Mexico;Tijuana Institute of Technology, Tijuana Mexico 加工时间:2014-03-28 信息来源:科技报告(Other) 索取原文[18 页]
关键词:光机电;机器人;模糊跟踪控制;范式优化
摘 要:This paper addresses the tracking problem for the dynamic model of a unicycle mobile robot. A novel optimization method inspired on the chemical reactions is applied to solve this motion problem by integrating a kinematic and a torque controller based on fuzzy logic theory. Computer simulations are presented confirming that this optimization paradigm is able to outperform other optimization techniques applied to this particular robot application.
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