Title :
Coordination Scheme and Behavior Fusion Based on Fuzzy Weighting Factors for a Mobile Robotic Navigation
Author :
Zapata, Orlando ; Acosta, Gustavo Alonso ; Jimenez, Jovani Alberto
Author_Institution :
Univ. Nac. de Colombia, Medellin, Colombia
Abstract :
This paper presents a behavior fuzzy coordination scheme for a mobile robot platform. The control architecture is composed of three basic behaviors: obstacle avoidance, left wall following and left wall following. The mechanism of fusion behavior was performed on a weighting system that acquires information from the environment and calculates fuzzy dynamic weighting factors adjusted to the region in which the robot travels. These factors influence the output of each behavior giving strength to the most appropriate action according to the current situation of the environment. Subsequently, the weighted outputs of each behavior are normalized by the command fusion, achieving a cooperative solution to meeting the robot navigation target.
Keywords :
collision avoidance; fuzzy control; mobile robots; behavior fusion; behavior fuzzy coordination scheme; command fusion; fuzzy dynamic weighting factors; left wall following; mobile robotic navigation; obstacle avoidance; right wall following; weighting system; Mobile communication; PD control; Pulse width modulation; Robot kinematics; Robot sensing systems; Zirconium; artificial intelligence; behavior based fuzzy control architecture; behavior coordination; fuzzy control; mobile robotic; obstacle avoidance; tracking behavior;
Journal_Title :
Latin America Transactions, IEEE (Revista IEEE America Latina)
DOI :
10.1109/TLA.2015.7040623