DocumentCode
3518699
Title
Optimized transit planning and landing of aerial robotic swarms
Author
Dono, Thomas F. ; Chung, Tae Hun
Author_Institution
Marine Corps Warfighting Lab. in Quantico, VA, USA
fYear
2013
fDate
6-10 May 2013
Firstpage
1843
Lastpage
1850
Abstract
This research explores the efficient and safe landing and recovery of a swarm of unmanned aerial vehicles (UAVs). The presented work involves the use of an overarching (centralized) airspace optimization model, formulated analytically as a network-based model with side constraints describing a time-expanded network model of the terminal airspace in which the UAVs navigate to one or more (possibly moving) landing zones. This model generates optimal paths in a centralized manner such that the UAVs are properly sequenced into the landing areas. The network-based model is “grown” using agent-based simulation with simple flocking rules. Relevant measures of performance include, e.g., the total time necessary to land the swarm. Extensive simulation studies and sensitivity analyses are conducted to demonstrate the relative effectiveness of the proposed approaches.
Keywords
air safety; autonomous aerial vehicles; multi-robot systems; optimisation; path planning; UAV swarm navigation; aerial robotic swarms; agent-based simulation; analytical analysis; centralized overarching airspace optimization model; flocking rules; landing safety; landing zones; network-based model; optimal path generation; optimized landing; optimized transit planning; performance measures; sensitivity analysis; side constraints; terminal airspace; time-expanded network model; unmanned aerial vehicle swarm; Aircraft; Airports; Atmospheric modeling; Computational modeling; Mathematical model; Object oriented modeling; Optimization;
fLanguage
English
Publisher
ieee
Conference_Titel
Robotics and Automation (ICRA), 2013 IEEE International Conference on
Conference_Location
Karlsruhe
ISSN
1050-4729
Print_ISBN
978-1-4673-5641-1
Type
conf
DOI
10.1109/ICRA.2013.6630820
Filename
6630820
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