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App. Res. of Comp. Accepted Paper
Vol. 43, 2026 No. 1

WSN clustering reputation routing algorithm based on improved animated OAT optimized fuzzy C-means

Han Bingqing
Wen Jinxiao
School of Computer Science, Nanjing Audit University, Nanjing 211815, China
DOI: 10.19734/j.issn.1001-3695.2025.06.0187

Abstract

Aiming at the problems of uneven clustering, high node energy consumption and low routing security in wireless sensor networks, A WSN clustering reputation routing algorithm (IFCAOR) based on improved animated oat optimization fuzzy C-means is proposed. Firstly, the improved animated oat algorithm is utilized to optimize the initial clustering centers of the fuzzy C-means algorithm, thereby enhancing the clustering effect of the network. Secondly, in the cluster head election stage, the cluster heads are dynamically selected by comprehensively considering factors such as node energy and distance to achieve load balancing. Finally, in the data transmission stage, a single-multi-hop polling mechanism is adopted, and a routing fitness function is constructed by combining the load, reputation value and path attenuation of relay nodes. The improved animated oat algorithm is used to plan efficient and secure transmission routes to reduce node energy consumption and improve routing security. The simulation results show that the network lifetime of the IFCAOR algorithm is increased by 93%, 49.6% and 34.3% respectively compared with LEACH, IFCRA and HMABFOA. The IFCAOR algorithm can effectively balance the network load and prolong the network lifetime.

Foundation Support

国家自然科学基金资助项目(61402231)

Publish Information

DOI: 10.19734/j.issn.1001-3695.2025.06.0187
Publish at: Application Research of Computers Accepted Paper, Vol. 43, 2026 No. 1

Publish History

[2025-09-15] Accepted Paper

Cite This Article

韩冰青, 温锦笑. 基于改进动麦优化模糊C均值的WSN分簇信誉路由算法 [J]. 计算机应用研究, 2026, 43 (1). (2025-09-17). https://doi.org/10.19734/j.issn.1001-3695.2025.06.0187. (Han Bingqing, Wen Jinxiao. WSN clustering reputation routing algorithm based on improved animated OAT optimized fuzzy C-means [J]. Application Research of Computers, 2026, 43 (1). (2025-09-17). https://doi.org/10.19734/j.issn.1001-3695.2025.06.0187. )

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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