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Status已发表Published
TitleAn optimized clustering communication protocol based on intelligent computing in information-centric internet of things
Creator
Date Issued2019
Source PublicationIEEE Access
ISSN2169-3536
Volume7Pages:28238-28249
Abstract

A narrow bandwidth may lead to a large amount of redundant data, which further causes the interruptions of the communication network. In order to address this problem, an optimized clustering communication protocol based on intelligent computing (CCP-IC) is proposed in this paper. First, we adopt the intelligent algorithm to perform the optimization of the clustering in the sensor network. The adaptation function and the heuristic function are introduced to make a targeted choice on the cluster head for the next hop of the nodes in the network. Second, the controllable threshold parameter and variation coefficient are employed to optimize the shortest path chosen by the network routing. Therefore, the node energy consumption is lowered when the minimum network delay is guaranteed and the transmission efficiency is improved. Finally, it is verified via the simulation results and compared with other algorithms; the proposed protocol reduces the network energy consumption by 15.3% and prolongs the network lifetime by 18.72%, which proves the validity and effectiveness of the proposed protocol.

Keywordclustering communication protocol intelligent computing Internet of Things network lifetime
DOI10.1109/ACCESS.2019.2896250
URLView source
Indexed BySCIE
Language英语English
WOS Research AreaComputer Science ; Engineering ; Telecommunications
WOS SubjectComputer Science, Information Systems ; Engineering, Electrical & Electronic ; Telecommunications
WOS IDWOS:000461859300001
Scopus ID2-s2.0-85063254345
Citation statistics
Cited Times:31[WOS]   [WOS Record]     [Related Records in WOS]
Document TypeJournal article
Identifierhttp://repository.uic.edu.cn/handle/39GCC9TT/7157
CollectionResearch outside affiliated institution
Corresponding AuthorWang, Tian
Affiliation
1.School of Computer Science and Information Engineering, Luoyang Institute of Science and Technology, Luoyang, 471023, China
2.Key Laboratory of Intelligent IoT, Luoyang Institute of Science and Technology, Luoyang, 471023, China
3.School of Computer Science and Educational Software, Guangzhou University, Guangzhou, 510006, China
4.College of Computer Science and Technology, Huaqiao University, Xiamen, 361021, China
Recommended Citation
GB/T 7714
Sun, Zeyu,Xing, Xiaofei,Wang, Tianet al. An optimized clustering communication protocol based on intelligent computing in information-centric internet of things[J]. IEEE Access, 2019, 7: 28238-28249.
APA Sun, Zeyu, Xing, Xiaofei, Wang, Tian, Lv, Zhiguo, & Yan, Ben. (2019). An optimized clustering communication protocol based on intelligent computing in information-centric internet of things. IEEE Access, 7, 28238-28249.
MLA Sun, Zeyu,et al."An optimized clustering communication protocol based on intelligent computing in information-centric internet of things". IEEE Access 7(2019): 28238-28249.
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