Research on Invulnerability of UAV Swarm Based on Cascading Failure Propagation Mode

Tianshuang Meng, Wenjin Zhu, Luohaoji Wang, Shubin Si

科研成果: 书/报告/会议事项章节会议稿件同行评审

1 引用 (Scopus)

摘要

The unmanned aerial vehicle (UAV) swarm is a self-organizing swarm composed of multiple UAVs, and achieves mission objectives in an adaptive way. At present, the model of UAV swarm is based on complex network. Each UAV is represented as a node, and each link represents the information exchange between UAVs. However, the existing researches do not consider the cascading failure phenomenon of information exchange between swarms, that is, the failure of one or more nodes in the network will propagate to other nodes through the connection between nodes. In this paper, combined with the characteristics of UAV swarm and communication network, a multistate cascading failure model based on information load distribution and a dynamic network reconnection model based on probability are proposed by introducing the information transferring capacity of nodes. The concepts of network structure entropy (NSE) and relative scale of the swarm are introduced as evaluation indexes. Through modeling, simulation and experimental analysis, the propagation rules of cascading failure in swarm and its impact on network invulnerability are studied.

源语言英语
主期刊名IET Conference Proceedings
出版商Institution of Engineering and Technology
430-436
页数7
2022
版本21
ISBN(电子版)9781839538360
DOI
出版状态已出版 - 2022
活动12th International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering, QR2MSE 2022 - Emeishan, 中国
期限: 27 7月 202230 7月 2022

会议

会议12th International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering, QR2MSE 2022
国家/地区中国
Emeishan
时期27/07/2230/07/22

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