基于站点爬虫的WSN网络污点数据补全方法  

WSN Network Stain Data Completion Method Based on Site Crawler

作　　者：孙俊琳[1] SUN Junlin(Yantai Vocational College,Yantai 264000,China)

机构地区：[1]烟台职业学院,山东烟台264670

出　　处：《通化师范学院学报》2025年第2期39-46,共8页Journal of Tonghua Normal University

摘　　要：为了优化局部污点数据的全局修复效果,提出基于站点爬虫的WSN网络污点数据补全方法.分析WSN网络污点数据的全局Moran's I统计量,并建立站点爬虫的污点数据模型,计算其在污点数据节点区域的爬行频率.同时建立污点数据的转发阶段爬虫网络,计算其输出关系;根据爬虫网络分布跟踪污点数据,实现对污点数据的爬虫补全修复.对比实验结果表明所提方法整体分布值域范围最高,稳定性良好,验证了所提方法具有较高的污点数据的补全能力,可靠度高.In order to optimize the global repair effect of local stain data,a site crawler based WSN network stain data completion method is proposed.The study analyzes the global Moran's I statistic of WSN network stain data,establishes a stain data model for site crawlers,and calculates their crawling frequency in the stain data node area.Simultaneously,the study establishes a crawler network for the forwarding stage of tainted data and calculates its output relationship.According to the distribution of the crawler network,the study tracks the contaminated data and achieves crawler completion and repair of the contaminated data.The comparative experimental results show that the proposed method has the highest overall distribution range,good stability,and a repair rate of over 80%.The above results verify that the proposed method has a high ability to complete contaminated data and high reliability.

关 键 词：站点爬虫 WSN网络 污点数据 数据补全 

分 类 号：TP393[自动化与计算机技术—计算机应用技术]