DocumentCode
2343600
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
Volume
2
fYear
2004
fDate
26-29 Aug. 2004
Firstpage
691
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics, 2004. Proceedings of 2004 International Conference on
Print_ISBN
0-7803-8403-2
Type
conf
DOI
10.1109/ICMLC.2004.1382273
Filename
1382273
Link To Document