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扰动力矩化学优化范式下的自主移动机器人的模糊跟踪控制器优化

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:2014-07-31 信息来源:科技报告(other) 索取原文[18 页]
关键词:控制器;扰动力矩;化学优化范式;自主移动机器人;模糊跟踪控制器
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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