A network topology method for cluster communication based on wolf pack algorithm

The foundation of collaborative control of UAVs is to have a stable and reliable network communication environment, which depends on a high real-time and practical network topology method. This paper proposes a self-organizing topology method for cluster network communication based on wolf pack algorithm (NTM-WPA). Firstly, taking into account constraints such as the location of the UAVs and the load operation state of the UAVs, a multi constraint fusion equivalent distance is proposed. Secondly, the improved wolf pack algorithm is utilized to dynamically search for the shortest network communication path in the equivalent bidirectional communication connection diagram. Finally, the simulation analysis and experiment are designed and conducted, the results demonstrated that the proposed method has better real-time performance and practicality.

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Publication Details

Journal
Xibei Gongye Daxue Xuebao/Journal of Northwestern Polytechnical University
Published
2025-04-01
DOI
https://doi.org/10.1051/jnwpu/20254320381
Primary Topic
Mobile Agent-Based Network Management
Type
article
Field-Weighted Citation Impact
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article

A network topology method for cluster communication based on wolf pack algorithm

Q. P. Ji, Xiangyang Li, Zhe Wu, Haobin Shi
Xibei Gongye Daxue Xuebao/Journal of Northwestern Polytechnical University
Mobile Agent-Based Network Management
article

A network topology method for cluster communication based on wolf pack algorithm

Q. P. Ji, Xiangyang Li, Zhe Wu, Haobin Shi
article en

Abstract

The foundation of collaborative control of UAVs is to have a stable and reliable network communication environment, which depends on a high real-time and practical network topology method. This paper proposes a self-organizing topology method for cluster network communication based on wolf pack algorithm (NTM-WPA). Firstly, taking into account constraints such as the location of the UAVs and the load operation state of the UAVs, a multi constraint fusion equivalent distance is proposed. Secondly, the improved wolf pack algorithm is utilized to dynamically search for the shortest network communication path in the equivalent bidirectional communication connection diagram. Finally, the simulation analysis and experiment are designed and conducted, the results demonstrated that the proposed method has better real-time performance and practicality.

Xibei Gongye Daxue Xuebao/Journal of Northwestern Polytechnical UniversityVol. 43(2)
Northwestern Polytechnical University (CN)
Openalex Percentile: Top 87%
Mobile Agent-Based Network Management
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