Title | ||
---|---|---|
Optimization of interval type-2 fuzzy logic controllers for a perturbed autonomous wheeled mobile robot using genetic algorithms |
Abstract | ||
---|---|---|
We describe a tracking controller for the dynamic model of a unicycle mobile robot by integrating a kinematic and a torque controller based on type-2 fuzzy logic theory and genetic algorithms. Computer simulations are presented confirming the performance of the tracking controller and its application to different navigation problems. |
Year | DOI | Venue |
---|---|---|
2009 | 10.1016/j.ins.2008.12.028 | Soft Computing for Hybrid Intelligent Systems |
Keywords | Field | DocType |
unicycle mobile robot,dynamic model,tracking controller,different navigation problem,genetic algorithm,torque controller,type-2 fuzzy logic theory,type-2 fuzzy logic controller,computer simulation,mobile robot,optimization,intelligent control,mobile robots,genetic algorithms,fuzzy logic | Fuzzy electronics,Intelligent control,Robot control,Control theory,Kinematics,Control theory,Computer science,Fuzzy logic,Genetic algorithm,Mobile robot | Journal |
Volume | Issue | ISSN |
179 | 13 | 0020-0255 |
Citations | PageRank | References |
121 | 4.30 | 22 |
Authors | ||
3 |
Name | Order | Citations | PageRank |
---|---|---|---|
Ricardo Martínez-marroquín | 1 | 121 | 4.30 |
Oscar Castillo | 2 | 5289 | 452.83 |
Luis T. Aguilar | 3 | 220 | 9.09 |