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
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.