• DocumentCode
    2969127
  • Title

    Artificial hormone network for adaptive robot in a dynamic environment

  • Author

    Teerakittikul, Pitiwut ; Tempesti, Gianluca ; Tyrrell, Andy M.

  • Author_Institution
    Dept. of Electron., Univ. of York, York, UK
  • fYear
    2012
  • fDate
    25-28 June 2012
  • Firstpage
    129
  • Lastpage
    136
  • Abstract
    Adaptability is undoubtedly one of the most important characteristics of autonomous robots working in real-world outdoor applications. Due to the fact that real-world outdoor environments are dynamic and uncertain, an ability to adapt to cues provided from environments is a potentially important aspect for adaptable robots. This paper proposes an artificial hormone network as a mechanism to alter robot behaviours in order to lessen the effects of environmental changes. Hormone dynamics are subjected to environmental cues and used to help an autonomous robot to deal with environmental variations. The proposed system is tested on a physically-realistic simulated robot and environment. The results are promising in helping the robot to deal with both internal and external environmental changes.
  • Keywords
    adaptive control; environmental factors; mobile robots; adaptability; adaptable robots; adaptive robot; artificial hormone network; autonomous robots; dynamic environment; environmental cues; external environmental changes; hormone dynamics; internal environmental changes; physically-realistic simulated robot; real-world outdoor applications; robot behaviours; Biochemistry; Glands; Mobile robots; Robot kinematics; Robot sensing systems; Wheels; Artificial hormone network; adaptable robots; endocrine system; environmental cues; robot behaviours;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Adaptive Hardware and Systems (AHS), 2012 NASA/ESA Conference on
  • Conference_Location
    Erlangen
  • Print_ISBN
    978-1-4673-1915-7
  • Electronic_ISBN
    978-1-4673-1914-0
  • Type

    conf

  • DOI
    10.1109/AHS.2012.6268640
  • Filename
    6268640