DocumentCode
3329469
Title
A neuroinspired cognitive behavioral control architecture for visually driven mobile robotics
Author
Beck, Cornelia ; Olcese, Umberto ; Montagner, Alberto ; Ringbauer, Stefan ; Neumann, Heiko ; Frisoli, Antonio ; Almeida, Rita ; Bergamasco, Massimo ; Deco, Gustavo
Author_Institution
Institute for Neural Information Processing, Ulm University, Oberer Eselsberg, D-89069, Germany
fYear
2009
fDate
22-25 Feb. 2009
Firstpage
2190
Lastpage
2196
Abstract
Several studies have shown that the optic flow serves as a tool for navigation for animals. Flying insects use it to follow paths and avoid obstacles, while in primates it represents an additional input that can improve navigational performance. A neuroinspired architecture for optic flow calculation and decision making, based on the cortical organization of the human brain, has been developed and successfully used as a novel control system for a mobile robot. Navigation in a corridor and obstacle avoidance are achieved relying only on the optic flow. Moreover, the presence of the optic flow improves the performance of the robot in target reaching and obstacle avoidance tasks in a virtual environment, affecting its trajectories as shown by experiments with human subjects.
Keywords
Animals; Cognitive robotics; Control systems; Decision making; Humans; Image motion analysis; Insects; Mobile robots; Navigation; Optical control; Mobile robot; autonomous navigation; behavior-based robotics; neuroinspired architecture; optic flow;
fLanguage
English
Publisher
ieee
Conference_Titel
Robotics and Biomimetics, 2008. ROBIO 2008. IEEE International Conference on
Conference_Location
Bangkok
Print_ISBN
978-1-4244-2678-2
Electronic_ISBN
978-1-4244-2679-9
Type
conf
DOI
10.1109/ROBIO.2009.4913342
Filename
4913342
Link To Document