Proceedings of the 2022 International Conference on Computer Science, Information Engineering and Digital Economy (CSIEDE 2022)

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An Improved Ant Colony Algorithm Based Cluster Control Method for Hybrid Networking of UAV Communication

Authors
Hanjie Yuan1, *, Yong He1, Yaohua Zheng1, Limeng Dong1, Jianan Yao1, Yu Zhang1, Lin Lu1, Qi Tan1, Tianhang Jiang1, Haiao Tan1
1Guangdong Power Grid Co., Ltd. Zhaoqing Power Supply Bureau, 526000, Zhaoqing, Guangdong, China
*Corresponding author. Email: 348508973@qq.com
Corresponding Author
Hanjie Yuan
Available Online 30 December 2022.
DOI
10.2991/978-94-6463-108-1_48How to use a DOI?
Keywords
Hybrid networking; Improved ant colony algorithm; UAVs; Cluster control methods
Abstract

The current UAV cluster control method based on multi-path planning achieves the planning of UAV flight routes through situational awareness technology, which leads to a long planning time due to the lack of defense against attack behaviors. In this regard, a cluster control method based on improved ant colony algorithm for UAV communication hybrid network is proposed. The constraint function of the UAV planning path is established, the attack behavior of the attack nodes is analyzed, the detection and processing method of the attack behavior is proposed, and the planning process of the UAV flight path is constructed. In the experiments, the proposed method is verified in terms of search time. The analysis of the experimental results shows that the UAV cluster control technique constructed by the proposed method possesses a low search time.

Copyright
© 2022 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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Volume Title
Proceedings of the 2022 International Conference on Computer Science, Information Engineering and Digital Economy (CSIEDE 2022)
Series
Advances in Computer Science Research
Publication Date
30 December 2022
ISBN
10.2991/978-94-6463-108-1_48
ISSN
2352-538X
DOI
10.2991/978-94-6463-108-1_48How to use a DOI?
Copyright
© 2022 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

Cite this article

risenwbib
TY  - CONF
AU  - Hanjie Yuan
AU  - Yong He
AU  - Yaohua Zheng
AU  - Limeng Dong
AU  - Jianan Yao
AU  - Yu Zhang
AU  - Lin Lu
AU  - Qi Tan
AU  - Tianhang Jiang
AU  - Haiao Tan
PY  - 2022
DA  - 2022/12/30
TI  - An Improved Ant Colony Algorithm Based Cluster Control Method for Hybrid Networking of UAV Communication
BT  - Proceedings of the 2022 International Conference on Computer Science, Information Engineering and Digital Economy (CSIEDE 2022)
PB  - Atlantis Press
SP  - 421
EP  - 428
SN  - 2352-538X
UR  - https://doi.org/10.2991/978-94-6463-108-1_48
DO  - 10.2991/978-94-6463-108-1_48
ID  - Yuan2022
ER  -