Title :
Genetic nonlinear controller of a skid steering mobile robot with slip conditions
Author :
Elshazly, Osama ; Zyada, Zakarya ; Abo-Ismail, Ahmed
Author_Institution :
Mechatron. & Robot. Eng. Dept., Egypt-Japan Univ. of Sci. & Technol., Alexandria, Egypt
Abstract :
In this paper, the kinematics of a skid steering mobile robot is controlled using a nonlinear controller augmented with a genetic algorithm which is used to tune the controller parameters. The controller is simple in terms of design and implementation. Moreover, it maintains good performance and has stronger robustness. Furthermore, the proposed controller is used to control an extended kinematics model taking into account slip effects to test the validity and enhancement of the controller. Simulation results are included.
Keywords :
control system synthesis; genetic algorithms; mobile robots; nonlinear control systems; robot kinematics; controller design; controller parameter tuning; extended kinematics model; genetic algorithm; genetic nonlinear controller; mobile robot kinematics; skid steering mobile robot; slip conditions; Genetic algorithms; Genetics; Kinematics; Mathematical model; Mobile robots; Trajectory; Wheels; Genetic Algorithm; Nonlinear Controller tuning; Skid Steering Mobile Robots; Slip Conditions;
Conference_Titel :
Automation, Quality and Testing, Robotics, 2014 IEEE International Conference on
Conference_Location :
Cluj-Napoca
Print_ISBN :
978-1-4799-3731-8
DOI :
10.1109/AQTR.2014.6857868