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
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;
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
DOI :
10.1109/AHS.2012.6268640