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• W2888756914 startingPage "e0202328" @default.
• W2888756914 abstract "The research about unmanned aerial vehicle (UAV) swarm has developed rapidly in recent years, especially the UAV swarm with sensors which is becoming common means of achieving situational awareness. Due to inadequate researches of the UAV swarm with complex control structure currently, we propose a patrolling task planning algorithm for the UAV swarm with double-layer centralized control structure under the uncertain and dynamic environment. The main objective of the UAV swarm is to collect environment information as much as possible. To summarized, the primary contributions of this paper are as follows. We first define the patrolling problem. After that, the patrolling problem is modeled as the Partially Observable Markov Decision Process (POMDP) problem. Building upon this, we put forward a myopic and scalable online task planning algorithm. The algorithm contains online heuristic function, sequential allocation method, and the mechanism of bottom-up information flow and top-down command flow, reducing the computation complexity effectively. Moreover, as the number of control layers increases, this algorithm guarantees the performance without increasing the computation complexity for the swarm leader. Finally, we empirically evaluate our algorithm in the specific scenarios." @default.
• W2888756914 created "2018-08-31" @default.
• W2888756914 creator A5000645986 @default.
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• W2888756914 date "2018-08-24" @default.
• W2888756914 modified "2023-09-27" @default.
• W2888756914 title "Continuous patrolling in uncertain environment with the UAV swarm" @default.
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• W2888756914 doi "https://doi.org/10.1371/journal.pone.0202328" @default.
• W2888756914 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/6108471" @default.
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• W2888756914 hasPublicationYear "2018" @default.
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