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Cooperative Attack Algorithm for UAV Swarm System Under Spatiotemporal Constraints

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Abstract

This paper proposes a cooperative attack algorithm for unmanned aerial vehicle swarm system that considers flight time and attack angle constraints. Firstly, a dynamic and kinematic model of the unmanned aerial vehicle swarm system was established, and a description of the problem of spatiotemporal cooperative attack was provided. Secondly, a strategy of virtual guidance points guiding unmanned aerial vehicle swarm system was proposed, and a cooperative attack trajectory with spatiotemporal constraints was obtained through the artificial potential field method. Thirdly, the model predictive control method was used to achieve real-time solution of the optimal control quantity, completing the cooperative attack task with spatiotemporal constraints. Finally, the real-time performance and effectiveness of the algorithm were verified through numerical simulations.

Original languageEnglish
Title of host publicationProceedings of 2023 7th Chinese Conference on Swarm Intelligence and Cooperative Control - Swarm Guidance Technologies
EditorsGuo-Ping Jiang, Mengyi Wang, Zhang Ren
PublisherSpringer Science and Business Media Deutschland GmbH
Pages475-486
Number of pages12
ISBN (Print)9789819733392
DOIs
StatePublished - 2024
Event7th Chinese Conference on Swarm Intelligence and Cooperative Control, CCSICC 2023 - Nanjing, China
Duration: 24 Nov 202327 Nov 2023

Publication series

NameLecture Notes in Electrical Engineering
Volume1204 LNEE
ISSN (Print)1876-1100
ISSN (Electronic)1876-1119

Conference

Conference7th Chinese Conference on Swarm Intelligence and Cooperative Control, CCSICC 2023
Country/TerritoryChina
CityNanjing
Period24/11/2327/11/23

Keywords

  • MPC
  • UAV swarm system
  • virtual guidance point

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