DocumentCode
138614
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
fYear
2014
fDate
14-18 Sept. 2014
Firstpage
4789
Lastpage
4796
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Robots and Systems (IROS 2014), 2014 IEEE/RSJ International Conference on
Conference_Location
Chicago, IL
Type
conf
DOI
10.1109/IROS.2014.6943243
Filename
6943243
Link To Document