Title :
Guaranteed road network search with small unmanned aircraft
Author :
Dille, Michael ; Grocholsky, Ben ; Singh, Sushil
Author_Institution :
NASA Ames Res. Center, SGT Inc., Ames, IA, USA
Abstract :
The use of teams of small unmanned aircraft in real-world rapid-response missions is fast becoming a reality. One such application is search and detection of an evader in urban areas. This paper draws on results in graph-based pursuit-evasion, developing mappings from these abstractions to primitive motions that may be performed by aircraft, to produce search strategies providing guaranteed capture of road-bound targets. The first such strategy is applicable to evaders of arbitrary speed and agility, offering a conservative solution that is insensitive to motion constraints pursuers may possess. This is built upon to generate two strategies for capture of targets having a known speed bound that require searcher teams of much smaller size. The efficacy of these algorithms is demonstrated by evaluation in extensive simulation using realistic vehicle models across a spectrum of environment classes.
Keywords :
autonomous aerial vehicles; graph theory; motion control; multi-robot systems; evader detection; evader search; graph-based pursuit-evasion; motion constraints; real-world rapid-response mission; road network search; road-bound targets; search strategy; small unmanned aircraft; Aircraft; Atmospheric modeling; Cameras; Optimization; Roads; Schedules; Vehicles;
Conference_Titel :
Intelligent Robots and Systems (IROS 2014), 2014 IEEE/RSJ International Conference on
Conference_Location :
Chicago, IL
DOI :
10.1109/IROS.2014.6943243