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App. Res. of Comp. Accepted Paper
Vol. 42, 2025 No. 3

Rapid and efficient weighted clustering algorithm for high-speed flight vehicle Ad hoc networks

Zhang Linquana,b,c
Ren Zhia,b,c
Yang Jianjuna,b,c
Wang Huaia,b,c
Zhang Weia,b,c
a. School of Communication & Information Engineering, b. Key Laboratory of Mobile Communications Technology of Chongqing, c. Engineering Research Center of Mobile Communications of the Ministry of Education, Chongqing University of Posts & Telecommunications, Chongqing 400065, China
DOI: 10.19734/j.issn.1001-3695.2024.07.0257

Abstract

This paper proposed a fast and efficient weighted clustering algorithm. It addressed long network setup time, high maintenance costs, and slow recovery in self-organizing networks of high-speed aircraft. The algorithm improved three metrics: average inter-node distance, average movement similarity, and node degree. It optimized the networking process to reduce setup time caused by gradient suppression. An efficient backup cluster head election and cross-layer notification mechanism lowered maintenance costs. A rapid response switching mechanism for cluster members handled slow responses during sudden cluster head failures. Simulations with OPNET software showed significant improvements in setup time, control overhead, and recovery time compared to existing algorithms. Simulation results indicate that the algorithm improves network performance. It is more suitable for self-organizing networks of high-speed aircraft in complex environments.

Foundation Support

国家自然科学基金资助项目(61971080)

Publish Information

DOI: 10.19734/j.issn.1001-3695.2024.07.0257
Publish at: Application Research of Computers Accepted Paper, Vol. 42, 2025 No. 3

Publish History

[2024-12-10] Accepted Paper

Cite This Article

张琳权, 任智, 杨建军, 等. 高速飞行器自组网快速高效加权分簇算法 [J]. 计算机应用研究, 2025, 42 (3). (2024-12-16). https://doi.org/10.19734/j.issn.1001-3695.2024.07.0257. (Zhang Linquan, Ren Zhi, Yang Jianjun, et al. Rapid and efficient weighted clustering algorithm for high-speed flight vehicle Ad hoc networks [J]. Application Research of Computers, 2025, 42 (3). (2024-12-16). https://doi.org/10.19734/j.issn.1001-3695.2024.07.0257. )

About the Journal

  • Application Research of Computers Monthly Journal
  • Journal ID ISSN 1001-3695
    CN  51-1196/TP

Application Research of Computers, founded in 1984, is an academic journal of computing technology sponsored by Sichuan Institute of Computer Sciences under the Science and Technology Department of Sichuan Province.

Aiming at the urgently needed cutting-edge technology in this discipline, Application Research of Computers reflects the mainstream technology, hot technology and the latest development trend of computer application research at home and abroad in a timely manner. The main contents of the journal include high-level academic papers in this discipline, the latest scientific research results and major application results. The contents of the columns involve new theories of computer discipline, basic computer theory, algorithm theory research, algorithm design and analysis, blockchain technology, system software and software engineering technology, pattern recognition and artificial intelligence, architecture, advanced computing, parallel processing, database technology, computer network and communication technology, information security technology, computer image graphics and its latest hot application technology.

Application Research of Computers has many high-level readers and authors, and its readers are mainly senior and middle-level researchers and engineers engaged in the field of computer science, as well as teachers and students majoring in computer science and related majors in colleges and universities. Over the years, the total citation frequency and Web download rate of Application Research of Computers have been ranked among the top of similar academic journals in this discipline, and the academic papers published are highly popular among the readers for their novelty, academics, foresight, orientation and practicality.

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