In accordance with regulations and requirements, the editorial department's website domain has been changed to arocmag.cn. The original domain (arocmag.com) will be discontinued after Dec. 31st, 2024.
See More
Technology of Network & Communication
|
App. Res. of Comp. Printed Article
Vol. 37, 2020 No. 9
2827-2830,2843

Energy-efficient clustering routing algorithm for wireless sensor network

Pan Yulan
Liu Guangcong
College of Computer, Guangdong University of Technology, Guangzhou 510006, China
DOI: 10.19734/j.issn.1001-3695.2019.04.0158

Abstract

This paper proposed an energy efficient clustering routing algorithm which combined non-uniform clustering and gradient descent forwarding(NUC&GDF) for wireless sensor network. The main purpose of the algorithm was to solve short network lifetime problem caused by uneven energy consumption of the wireless sensor network nodes. The algorithm optimized routing of wireless sensor network from three aspects. Firstly, it improved the cluster head election mechanism to select the appropriate cluster head node. Secondly, it improved the cluster radius of the cluster head node to form a reasonable cluster size. Thirdly, it applied an adaptative wireless inter-cluster routing strategy based on improved gradient descent reinforcement learning to calculate the minimum value of weights to data transmission between cluster head and base station. The experimental results show that the proposed algorithm performance is better than LEACH, LEACH-C and DEBUC. In the 100 m×100 m network scale, the network lifetime than the LEACH, LEACH-C and DEBUC is increased by about 50.3%, 21.5% and 16.4%, it can effectively extend the network lifetime.

Foundation Support

广州市科技计划资助项目(201508020030)

Publish Information

DOI: 10.19734/j.issn.1001-3695.2019.04.0158
Publish at: Application Research of Computers Printed Article, Vol. 37, 2020 No. 9
Section: Technology of Network & Communication
Pages: 2827-2830,2843
Serial Number: 1001-3695(2020)09-054-2827-04

Publish History

[2020-09-05] Printed Article

Cite This Article

潘玉兰, 刘广聪. 一种能量高效的无线传感网分簇路由算法 [J]. 计算机应用研究, 2020, 37 (9): 2827-2830,2843. (Pan Yulan, Liu Guangcong. Energy-efficient clustering routing algorithm for wireless sensor network [J]. Application Research of Computers, 2020, 37 (9): 2827-2830,2843. )

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.

Indexed & Evaluation

  • The Second National Periodical Award 100 Key Journals
  • Double Effect Journal of China Journal Formation
  • the Core Journal of China (Peking University 2023 Edition)
  • the Core Journal for Science
  • Chinese Science Citation Database (CSCD) Source Journals
  • RCCSE Chinese Core Academic Journals
  • Journal of China Computer Federation
  • 2020-2022 The World Journal Clout Index (WJCI) Report of Scientific and Technological Periodicals
  • Full-text Source Journal of China Science and Technology Periodicals Database
  • Source Journal of China Academic Journals Comprehensive Evaluation Database
  • Source Journals of China Academic Journals (CD-ROM Version), China Journal Network
  • 2017-2019 China Outstanding Academic Journals with International Influence (Natural Science and Engineering Technology)
  • Source Journal of Top Academic Papers (F5000) Program of China's Excellent Science and Technology Journals
  • Source Journal of China Engineering Technology Electronic Information Network and Electronic Technology Literature Database
  • Source Journal of British Science Digest (INSPEC)
  • Japan Science and Technology Agency (JST) Source Journal
  • Russian Journal of Abstracts (AJ, VINITI) Source Journals
  • Full-text Journal of EBSCO, USA
  • Cambridge Scientific Abstracts (Natural Sciences) (CSA(NS)) core journals
  • Poland Copernicus Index (IC)
  • Ulrichsweb (USA)