• DocumentCode
    63348
  • 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
  • Volume
    13
  • Issue
    1
  • fYear
    2015
  • fDate
    Jan. 2015
  • Firstpage
    18
  • Lastpage
    26
  • 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;
  • fLanguage
    English
  • Journal_Title
    Latin America Transactions, IEEE (Revista IEEE America Latina)
  • Publisher
    ieee
  • ISSN
    1548-0992
  • Type

    jour

  • DOI
    10.1109/TLA.2015.7040623
  • Filename
    7040623