Title :
Reactive navigation of autonomous guided vehicle using fuzzy logic
Author :
Ismail, Ir Idris ; Nordin, Mohd Fariz
Abstract :
In this paper, reactive navigation of an autonomous guided vehicle (AGV) is described using the fuzzy logic technique. Typically AGV has the ability to operate and move purposely without human intervention and reactive navigation is one of the robot navigation methods used in dealing with the uncertainties and ambiguity of the information of the path that the robot traverses. Fuzzy logic is chosen to control the AGV due to its strength in incorporating the knowledge of an experienced operator. Two fuzzy controllers are designed for controlling the steering angle and speed of the AGV. These will be based on the distance and angle of obstacles. The navigation simulation will be performed using MATLAB.
Keywords :
automatic guided vehicles; digital simulation; fuzzy control; mobile robots; navigation; position control; velocity control; AGV control; MATLAB; autonomous guided vehicle; fuzzy logic; navigation simulation; reactive navigation; robot navigation methods; speed control; steering angle control; Control systems; Fuzzy control; Fuzzy logic; Humans; Intelligent sensors; Mathematical model; Mobile robots; Navigation; Predictive models; Remotely operated vehicles;
Conference_Titel :
Research and Development, 2002. SCOReD 2002. Student Conference on
Print_ISBN :
0-7803-7565-3
DOI :
10.1109/SCORED.2002.1033080