DocumentCode :
2341905
Title :
Implementing intentional robotics principles using SSR2K platform
Author :
Kozma, Robert ; Hunstberger, Terry ; Aghazarian, Hrand ; Freeman, Walter J.
fYear :
2007
fDate :
Oct. 29 2007-Nov. 2 2007
Firstpage :
2262
Lastpage :
2267
Abstract :
We demonstrate the operation of the SODAS approach (self-organized ontogenetic development of autonomous systems) for on-line processing of sensory inputs and onboard dynamic behavior tasking using SRR2K (sample return rover) platform at the planetary robotics indoor facility of JPL. SODAS employs a biologically inspired dynamic neural network architecture operating on the principle of chaotic neural dynamics manifesting intentionality in the style of brains. Intentional behavior includes the cyclic operation of prediction, testing by action, sensing, perceiving, and assimilating the learned features. The experiments illustrate robust obstacle avoidance combined with goal-oriented navigation by the SRR2K robot.
Keywords :
mobile robots; neural net architecture; path planning; autonomous systems; chaotic neural dynamics; goal-oriented navigation; intentional robotics principles; neural network architecture; online processing; planetary robotics indoor facility; self-organized ontogenetic development; Aerodynamics; Biological system modeling; Brain modeling; Cognitive robotics; Intelligent robots; Laboratories; Navigation; Propulsion; Robot control; Robot sensing systems;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Robots and Systems, 2007. IROS 2007. IEEE/RSJ International Conference on
Conference_Location :
San Diego, CA
Print_ISBN :
978-1-4244-0912-9
Electronic_ISBN :
978-1-4244-0912-9
Type :
conf
DOI :
10.1109/IROS.2007.4399490
Filename :
4399490
Link To Document :
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