Title :
The utility of heterogeneous swarms of simple UAVs with limited sensory capacity in detection and tracking tasks
Author :
Scheutz, Matthias ; Schermerhorn, Paul ; Bauer, Peter
Author_Institution :
Dept. of Comput. Sci. & Eng., Notre Dame Univ., USA
Abstract :
We present a physically realizable UAV model for locating and tracking chemical clouds. Simulation results are presented for implementations of this model with two configurations, one that is faster and requires more space to avoid collisions, and one that is slower and can cover an area more densely. Heterogeneous swarms of agents are shown to have better performance than homogeneous swarms of similar size because they take advantage of the strengths of each configuration.
Keywords :
chemical sensors; collision avoidance; mobile agents; mobile robots; remotely operated vehicles; chemical cloud tracking; heterogeneous swarms; sensors; unmanned aerial vehicles; Chemical engineering; Chemical sensors; Clouds; Computational modeling; Computer science; Phase detection; Robot sensing systems; Tactile sensors; Unmanned aerial vehicles; Vehicle detection;
Conference_Titel :
Swarm Intelligence Symposium, 2005. SIS 2005. Proceedings 2005 IEEE
Print_ISBN :
0-7803-8916-6
DOI :
10.1109/SIS.2005.1501630