Title :
Swarm Approach to Chemical Source Localization
Author :
Zarzhitsky, Dimitri ; Spears, Diana F.
Author_Institution :
Dept. of Comput. Sci., Wyoming Univ., Laramie, WY
Abstract :
We present a physics-based approach to the localization of chemical sources with autonomous swarms. Robotic vehicles with short-range sensors use local pair-wise interactions to self-assemble into structured lattice formations, serving as distributed sensor and computational meshes. The robots use fluid flow information to navigate toward the chemical emitter. We develop a new search algorithm from first principles of fluid mechanics that outperforms the leading biomimetic competitors for the chemical source localization task. A validation of the scalability of our solution via simulation of plume and vehicle dynamics is given
Keywords :
chemical sensors; distributed sensors; fluid mechanics; intelligent robots; mobile robots; multi-robot systems; search problems; autonomous swarms; chemical source localization; computational meshes; distributed sensor; fluid flow information; fluid mechanics; robotic vehicles; search algorithm; short-range sensors; structured lattice formation; vehicle dynamics; Biomimetics; Biosensors; Chemical and biological sensors; Distributed computing; Fluid flow; Lattices; Navigation; Remotely operated vehicles; Robot sensing systems; Scalability; adaptive sensor networks; chemical plume tracing; emergent behavior; robotic swarms;
Conference_Titel :
Systems, Man and Cybernetics, 2005 IEEE International Conference on
Conference_Location :
Waikoloa, HI
Print_ISBN :
0-7803-9298-1
DOI :
10.1109/ICSMC.2005.1571348