DocumentCode
716402
Title
A distributed formation-based odor source localization algorithm - design, implementation, and wind tunnel evaluation
Author
Soares, Jorge M. ; Aguiar, A. Pedro ; Pascoal, Antonio M. ; Martinoli, Alcherio
Author_Institution
Sch. of Archit., Civil & Environ. Eng., Ecole Polytech. Fed. de Lausanne (EPFL), Lausanne, Switzerland
fYear
2015
fDate
26-30 May 2015
Firstpage
1830
Lastpage
1836
Abstract
Robotic odor source localization is a promising tool with numerous applications in safety, search and rescue, and environmental science. In this paper, we present an algorithm for odor source localization using multiple cooperating robots equipped with chemical sensors. Laplacian feedback is employed to maintain the robots in a formation, introducing spatial diversity that is used to better establish the position of the flock relative to the plume and its source. Robots primarily move upwind but use odor information to adjust their position and spacing so that they are centered on the plume and trace its structure. Real-world experiments were performed with an ethanol plume inside a wind tunnel, and used to both validate the algorithm and assess the impact of different formation shapes.
Keywords
chemical sensors; feedback; robots; wind tunnels; Laplacian feedback; chemical sensors; distributed formation-based odor source localization algorithm; environmental science; ethanol plume; formation shapes; multiple cooperating robots; spatial diversity; wind tunnel evaluation; Algorithm design and analysis; Hardware; Robot kinematics; Robot sensing systems; Shape;
fLanguage
English
Publisher
ieee
Conference_Titel
Robotics and Automation (ICRA), 2015 IEEE International Conference on
Conference_Location
Seattle, WA
Type
conf
DOI
10.1109/ICRA.2015.7139436
Filename
7139436
Link To Document