Fuzzy controllers for autonomous mobile robots:

Abstract

This chapter addresses the tracking problem for the dynamic model of a unicycle mobile robot. A novel optimization method inspired from 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.