Title :
Autonomous robot navigation using fuzzy logic controller
Author :
Wang, Meng ; Liu, Qian N K
Author_Institution :
Dept. of Comput., Hong Kong Polytech. Univ., China
Abstract :
The main challenge for designers of today´s autonomous robotics is to build robust control programs that reliably perform complex tasks in the face of real-world environmental uncertainties. This paper proposes a generalized framework for a behavior-based navigation strategy of autonomous robots. This framework includes goal determination, preprocessing, behavior design, behavior arbitration, and command fusion. This framework is practical and used for our novel telecommanding teleoperation paradigm. The experiments, including wander, goal control and advanced telecommanding, have shown this framework to be reliable.
Keywords :
fuzzy control; intelligent control; navigation; path planning; telerobotics; autonomous robot navigation; behavior arbitration; behavior design; behavior-based navigation strategy; command fusion; fuzzy logic controller; goal determination; telecommanding teleoperation paradigm; Fuzzy logic; Intelligent robots; Internet; Mobile robots; Navigation; Robot kinematics; Robust control; Telerobotics; Uncertainty; Vehicle dynamics;
Conference_Titel :
Machine Learning and Cybernetics, 2004. Proceedings of 2004 International Conference on
Print_ISBN :
0-7803-8403-2
DOI :
10.1109/ICMLC.2004.1382273