Search Strategies and Specifications in a Swarm versus Swarm Context

This paper proposes and evaluates swarming mechanisms of patrolling unmanned aerial vehicles (UAVs) that can collectively search a region for intruding UAVs. The main contributions include the development of multi-objective searching strategies and investigation of the required sensor configurations...

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Veröffentlicht in:Robotica 2021-11, Vol.39 (11), p.1909-1925
Hauptverfasser: Moltajaei Farid, Ali, Kamal, Md Abdus Samad, Egerton, Simon
Format: Artikel
Sprache:eng
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Zusammenfassung:This paper proposes and evaluates swarming mechanisms of patrolling unmanned aerial vehicles (UAVs) that can collectively search a region for intruding UAVs. The main contributions include the development of multi-objective searching strategies and investigation of the required sensor configurations for the patrolling UAVs. Numerical results reveal that it is sometimes better to search through a region with a single swarm rather than multiple swarms deployed over sub-regions. Moreover, a large communication range does not necessarily improve search performances, and the patrolling swarm must have a speed close to the speed of the intruding UAVs to maximize the search performances.
ISSN:0263-5747
1469-8668
DOI:10.1017/S0263574721000059