DocumentCode
3090444
Title
Navigation in a challenging Martian environment using multi-sensory fusion in KIV model
Author
Wong, Derek ; Kozma, Robert ; Tunstel, Edward ; Freeman, Walter J.
Author_Institution
Inst. for Intelligence Syst., Memphis Univ., TN, USA
Volume
1
fYear
2004
fDate
26 April-1 May 2004
Firstpage
672
Abstract
The aim of This work is to demonstrate that the dynamic KIV architecture can be used to integrate various sensory signals to achieve an efficient goal oriented navigation, when the robot has no a priori information about the simulated Martian environment. Navigation through space commonly involves goal-seeking and obstacle-avoidance. We show how a robot equipped with landmark detectors and eight infrared sensors can accomplish this task using a biologically inspired artificial brain. KIV demonstrates robust multisensory fusion with fast learning of goal-oriented behavior.
Keywords
aerospace robotics; collision avoidance; computerised navigation; learning (artificial intelligence); sensor fusion; sensors; KIV model; Martian environment navigation; biologically inspired artificial brain; efficient goal oriented navigation; fast learning; goal-oriented behavior; goal-seeking; infrared sensors; landmark detectors; obstacle-avoidance; robust multisensory fusion; Biological system modeling; Brain modeling; Chaos; Intelligent robots; Mars; Mobile robots; Navigation; Orbital robotics; Robot sensing systems; Robustness;
fLanguage
English
Publisher
ieee
Conference_Titel
Robotics and Automation, 2004. Proceedings. ICRA '04. 2004 IEEE International Conference on
ISSN
1050-4729
Print_ISBN
0-7803-8232-3
Type
conf
DOI
10.1109/ROBOT.2004.1307226
Filename
1307226
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