Status | 已发表Published |
Title | An optimized clustering communication protocol based on intelligent computing in information-centric internet of things |
Creator | |
Date Issued | 2019 |
Source Publication | IEEE Access
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ISSN | 2169-3536 |
Volume | 7Pages: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. |
Keyword | clustering communication protocol intelligent computing Internet of Things network lifetime |
DOI | 10.1109/ACCESS.2019.2896250 |
URL | View source |
Indexed By | SCIE |
Language | 英语English |
WOS Research Area | Computer Science ; Engineering ; Telecommunications |
WOS Subject | Computer Science, Information Systems ; Engineering, Electrical & Electronic ; Telecommunications |
WOS ID | WOS:000461859300001 |
Scopus ID | 2-s2.0-85063254345 |
Citation statistics | |
Document Type | Journal article |
Identifier | http://repository.uic.edu.cn/handle/39GCC9TT/7157 |
Collection | Research outside affiliated institution |
Corresponding Author | Wang, 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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