A searching algorithm based on Markov transition matrix in WSN

Guo Pengfei, Bo Yuming, Zhang Jie
{"title":"A searching algorithm based on Markov transition matrix in WSN","authors":"Guo Pengfei, Bo Yuming, Zhang Jie","doi":"10.1109/CYBER.2013.6705487","DOIUrl":null,"url":null,"abstract":"In this paper, we present a searching algorithm in Wireless Sensor Network based on Markov probability transition matrix. For the unsuitable of maximum degree search algorithm in scale-free network search, we put forward an algorithm combines maximum degree search and randomly walk algorithm, and on this basis, by construct a Markov probability transition matrix, select node with maximum transition probability when searching loop emergences until reach the target node. Finally, choose different size of Wireless Sensor Network, simulation verifies the effectiveness of the proposed algorithm.","PeriodicalId":146993,"journal":{"name":"2013 IEEE International Conference on Cyber Technology in Automation, Control and Intelligent Systems","volume":"82 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2013-05-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2013 IEEE International Conference on Cyber Technology in Automation, Control and Intelligent Systems","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CYBER.2013.6705487","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

Abstract

In this paper, we present a searching algorithm in Wireless Sensor Network based on Markov probability transition matrix. For the unsuitable of maximum degree search algorithm in scale-free network search, we put forward an algorithm combines maximum degree search and randomly walk algorithm, and on this basis, by construct a Markov probability transition matrix, select node with maximum transition probability when searching loop emergences until reach the target node. Finally, choose different size of Wireless Sensor Network, simulation verifies the effectiveness of the proposed algorithm.
基于马尔可夫转移矩阵的WSN搜索算法
本文提出了一种基于马尔可夫概率转移矩阵的无线传感器网络搜索算法。针对最大度搜索算法在无标度网络搜索中的不适用性,提出了最大度搜索与随机行走算法相结合的算法,在此基础上,通过构造马尔可夫概率转移矩阵,在搜索环路出现时选择转移概率最大的节点,直至到达目标节点。最后,选择不同大小的无线传感器网络,通过仿真验证了所提算法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信