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Technology of Network & Communication
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2805-2814

Clustering and routing algorithm based on agglomerative hierarchical clustering for wireless sensor network

Zhang Fang
Gao Cuifang
School of Science, Jiangnan University, Wuxi Jiangsu 214122, China

Abstract

Aiming at the shortcomings of node connection and energy limitation in wireless sensor networks, this paper proposed a clustering routing algorithm based on AHC(HACCRA) to prolong the network lifetime. The algorithm firstly applied the aggregated hierarchical clustering to cluster network nodes, and then defined appropriate decision objective functions for cluster head(CH) selection, cluster formation, and path construction respectively, it used the energy threshold, proposed the distance threshold, and took priority of the one-to-one connection between CHs during the process of nodes' data transmission, effectively solving the unconnected problem of clustering and routing in algorithms. The simulation results show that compared with JCR, ICR, and DCK-LEACH, HACCRA can better achieve nodes' balanced energy-consumption, and ensure effective connection of data transmission in the network, so as to prolong the network lifetime.

Foundation Support

国家自然科学基金资助项目(11801222)

Publish Information

DOI: 10.19734/j.issn.1001-3695.2024.02.0033
Publish at: Application Research of Computers Printed Article, Vol. 41, 2024 No. 9
Section: Technology of Network & Communication
Pages: 2805-2814
Serial Number: 1001-3695(2024)09-034-2805-10

Publish History

[2024-05-14] Accepted Paper
[2024-09-05] Printed Article

Cite This Article

张芳, 高翠芳. 无线传感器网络中一种基于聚合层次聚类的分簇路由算法 [J]. 计算机应用研究, 2024, 41 (9): 2805-2814. (Zhang Fang, Gao Cuifang. Clustering and routing algorithm based on agglomerative hierarchical clustering for wireless sensor network [J]. Application Research of Computers, 2024, 41 (9): 2805-2814. )

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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