Anti-Jamming Weighted Clustering Algorithm for UAV-Mounted Weapon Self-Organizing Network

Siqi Li, Xiang Gao, Yuhan Liu, Piao He, Jianing Ji, Peng Gong*

*此作品的通讯作者

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Compared to traditional self-organizing networks, UAV-mounted weapon self-organizing networks are characterized by high node mobility, vulnerability to interference and attacks, extensive coverage, and large-scale network sizes. These factors complicate network management and the operation of routing protocols. Cluster-based topologies can be employed to optimize network management, reducing the impact of local topology changes on the entire network. To address the issue of cluster instability caused by the high mobility and interference susceptibility of UAV-mounted weapons, a anti-jamming weighted clustering algorithm(AJWCA) is proposed. The algorithm builds on existing weighted clustering approaches by incorporating an interference factor into the cluster head selection process. Additionally, a backup cluster head mechanism is introduced to mitigate cluster oscillations resulting from the failure of cluster head nodes in battlefield and emergency scenarios. The effectiveness of the proposed algorithm was validated through simulations. The results show that the algorithm effectively enables efficient clustering of network nodes and improves cluster head duration under interference conditions. Moreover, the method demonstrates rapid recovery capability in the event of node failures, making it well-suited for deployment in complex operational environments.

源语言英语
主期刊名27th International Conference on Advanced Communications Technology
主期刊副标题Toward Secure and Comfortable Life in AI Cambrian Explosion Era!!, ICACT 2025 - Proceedings
出版商Institute of Electrical and Electronics Engineers Inc.
15-21
页数7
ISBN(电子版)9791188428137
DOI
出版状态已出版 - 2025
已对外发布
活动27th International Conference on Advanced Communications Technology, ICACT 2025 - Pyeong Chang, 韩国
期限: 16 2月 202519 2月 2025

出版系列

姓名International Conference on Advanced Communication Technology, ICACT
ISSN(印刷版)1738-9445

会议

会议27th International Conference on Advanced Communications Technology, ICACT 2025
国家/地区韩国
Pyeong Chang
时期16/02/2519/02/25

指纹

探究 'Anti-Jamming Weighted Clustering Algorithm for UAV-Mounted Weapon Self-Organizing Network' 的科研主题。它们共同构成独一无二的指纹。

引用此