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TitleTrustworthy Data Collection Method Based on Edge Computing and Trust Value 基于边缘计算与信任值的可信数据收集方法
Creator
Date Issued2019-11-01
Source PublicationRuan Jian Xue Bao/Journal of Software
ISSN1000-9825
Volume30Pages:71-81
AbstractIn the internet of things application, the data collected by the underlying sensor network is the basis of the upper decision and the foundation of all applications. If the collected data itself is problematic and untrustworthy, this will make the upper level of data protection and application a castle in the air. In order to solve the problem of untrustworthy data, a trustworthy data collection scheme based on mobile edge nodes is proposed. Through the evaluation of the node, the trust value of the node is used for path selection, and the mobile edge node is used as a mobile element to access the trustworthy cluster head node, thereby achieving efficient and reliable data collection. Theoretical analysis and extensive simulation experiments are carried out on the proposed trustworthy data collection algorithm based on utility value (UTDC). The experimental results show that the proposed trustworthy data collection algorithm based on utility value can avoid untrustworthy nodes, effectively reduce network delay and prolong the life cycle of the network.
KeywordEdge computing Internet of Things Movement path Trust value Trustworthy data collection
URLView source
Language中文Chinese
Scopus ID2-s2.0-85082687605
Citation statistics
Document TypeJournal article
Identifierhttp://repository.uic.edu.cn/handle/39GCC9TT/7088
CollectionResearch outside affiliated institution
Corresponding AuthorWang,Tian
Affiliation
1.College of Computer Science and Technology,Huaqiao University,Xiamen,361021,China
2.College of Mathematics and Computer Science,Fuzhou University,Fuzhou,350108,China
3.Fujian Provincial Key Laboratory of Networking Computing and Intelligent Information Processing (Fuzhou University),Fuzhou,350108,China
4.Key Laboratory of Data Mining and Intelligent Recommendation (Xiamen University of Technology),Xiamen,361024,China
Recommended Citation
GB/T 7714
Qiu,Lei,Jiang,Wen Xian,Li,Yu Ze等. Trustworthy Data Collection Method Based on Edge Computing and Trust Value 基于边缘计算与信任值的可信数据收集方法[J]. Ruan Jian Xue Bao/Journal of Software, 2019, 30: 71-81.
APA Qiu,Lei, Jiang,Wen Xian, Li,Yu Ze, Yu,Zhi Yong, Ma,Ying, & Wang,Tian. (2019). Trustworthy Data Collection Method Based on Edge Computing and Trust Value 基于边缘计算与信任值的可信数据收集方法. Ruan Jian Xue Bao/Journal of Software, 30, 71-81.
MLA Qiu,Lei,et al."Trustworthy Data Collection Method Based on Edge Computing and Trust Value 基于边缘计算与信任值的可信数据收集方法". Ruan Jian Xue Bao/Journal of Software 30(2019): 71-81.
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