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
Link To Document :
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