Multi-UAV cooperative task allocation for multi-point reconnaissance and communication services
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1.Nanjing University of Information Science & Technology;2.Nanjing University of Information Science &3.amp;4.Technology;5.School of Information Science and Engineering, Guilin University of Technology;6.School of Electronics & Information Engineering, Nanjing University of Information Science & Technology

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The National Natural Science Foundation of China (General Program, Key Program, Major Research Plan);China Postdoctoral Science Foundation

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    Abstract:

    Aiming at the collaborative optimization problem of multi-UAV reconnaissance and communication services for multiple heterogeneous targets, by considering the mission requirements and value of different targets, as well as the multi-UAV coordination gain and behavior restriction relationship, the Stackelberg game model is constructed. The upper-level drone is established as the leader of the game, the lower-level drone is established as the follower of the game, and a distributed strategy update iterative algorithm is proposed, which realizes the stable convergence of the multi-UAV task allocation scheme and the optimization of the task revenue. The simulation results show that the proposed method can effectively improve the efficiency of multi-UAV systems to complete multiple tasks at the same time, and can achieve efficient collaboration for the value of heterogeneous tasks in different environments.

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History
  • Received:August 16,2021
  • Revised:March 22,2022
  • Adopted:March 26,2022
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