Title :
A comparison of casting and spiraling algorithms for odor source localization in laminar flow
Author :
Lochmatter, Thomas ; Raemy, Xavier ; Matthey, Loic ; Indra, Saurabh ; Martinoli, Alcherio
Author_Institution :
Swarm-Intell. Syst. Group, Ecole Polytech. Fed. de Lausanne, Lausanne
Abstract :
We compare two well-known algorithms for locating odor sources in environments with a main wind flow. Their plume tracking performance is tested through systematic experiments with real robots in a wind tunnel under laminar flow condition. We present the system setup and show the wind and odor profiles. The results are then compared in terms of time and distance to reach the source, as well as speed in upwind direction. We conclude that the spiral-surge algorithm yields significantly better results than the casting algorithm, and discuss possible rationales behind this performance difference.
Keywords :
electronic noses; mobile robots; casting algorithms; laminar flow; odor source localization; plume tracking performance; spiral-surge algorithm; spiraling algorithms; wind flow; wind tunnel; Animals; Casting; Explosives; Mobile robots; Nose; Olfactory; Robot sensing systems; Robotics and automation; System testing; USA Councils;
Conference_Titel :
Robotics and Automation, 2008. ICRA 2008. IEEE International Conference on
Conference_Location :
Pasadena, CA
Print_ISBN :
978-1-4244-1646-2
Electronic_ISBN :
1050-4729
DOI :
10.1109/ROBOT.2008.4543357