首页    期刊浏览 2024年10月05日 星期六
登录注册

文章基本信息

  • 标题:Fuzzy Weight Cluster-Based Routing Algorithm for Wireless Sensor Networks
  • 本地全文:下载
  • 作者:Teng Gao ; Jin-Yan Song ; Jin-Hua Ding
  • 期刊名称:Journal of Control Science and Engineering
  • 印刷版ISSN:1687-5249
  • 电子版ISSN:1687-5257
  • 出版年度:2015
  • 卷号:2015
  • DOI:10.1155/2015/583092
  • 出版社:Hindawi Publishing Corporation
  • 摘要:Cluster-based protocol is a kind of important routing in wireless sensor networks. However, due to the uneven distribution of cluster heads in classical clustering algorithm, some nodes may run out of energy too early, which is not suitable for large-scale wireless sensor networks. In this paper, a distributed clustering algorithm based on fuzzy weighted attributes is put forward to ensure both energy efficiency and extensibility. On the premise of a comprehensive consideration of all attributes, the corresponding weight of each parameter is assigned by using the direct method of fuzzy engineering theory. Then, each node works out property value. These property values will be mapped to the time axis and be triggered by a timer to broadcast cluster headers. At the same time, the radio coverage method is adopted, in order to avoid collisions and to ensure the symmetrical distribution of cluster heads. The aggregated data are forwarded to the sink node in the form of multihop. The simulation results demonstrate that clustering algorithm based on fuzzy weighted attributes has a longer life expectancy and better extensibility than LEACH-like algorithms.
国家哲学社会科学文献中心版权所有