Institutional Repository of Coll Elect & Informat Engn
Ant colony optimization algorithm based on mobile sink data collection in industrial wireless sensor networks | |
Zhang, Hong1; Li, Zhanming1; Shu, Wanneng2; Chou, Jarong3 | |
2019-06-10 | |
发表期刊 | EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING |
ISSN | 1687-1472 |
摘要 | Industrial wireless sensor network (IWSN) has changed the information transmission way for existing industrial control system. In mobile sink-based industrial wireless sensor networks, the energy consumption optimization for data collection has always been a hot research issue. To meet the delay requirements and minimize energy consumption, a data collection strategy based on ant colony optimization with mobile sink is proposed for industrial wireless sensor networks. Firstly, in order to reduce the number of nodes directly accessed by sink and shorten the traversed path, the selection of rendezvous nodes based on entropy weight method is introduced according to the density of nodes, relative residual energy, and the degree of uniformity of distribution. Then, secondly, an ant colony optimization algorithm is proposed to obtain the optimal access path for mobile sink, which can achieve a trade-off between the energy consumption of the network and transmission delay. The simulation results show that, compared with the existing algorithms, the proposed algorithm can minimize the delay and prolong the lifetime of the network. |
关键词 | Industrial wireless sensor networks Delivery latency Energy efficiency Mobile sink |
DOI | 10.1186/s13638-019-1472-7 |
收录类别 | SCI ; SCIE |
语种 | 英语 |
资助项目 | National Natural Science Foundation of China[61603420] |
WOS研究方向 | Engineering ; Telecommunications |
WOS类目 | Engineering, Electrical & Electronic ; Telecommunications |
WOS记录号 | WOS:000472047900001 |
出版者 | SPRINGEROPEN |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | https://ir.lut.edu.cn/handle/2XXMBERH/31808 |
专题 | 电气工程与信息工程学院 |
通讯作者 | Zhang, Hong |
作者单位 | 1.Lanzhou Univ Technol, Coll Elect & Informat Engn, Lanzhou 730050, Gansu, Peoples R China; 2.South Cent Univ Nationalities, Coll Comp Sci, Wuhan 430074, Hubei, Peoples R China; 3.Michigan State Univ, Dept Elect & Comp Engn, E Lansing, MI 48824 USA |
第一作者单位 | 电气工程与信息工程学院 |
通讯作者单位 | 电气工程与信息工程学院 |
第一作者的第一单位 | 电气工程与信息工程学院 |
推荐引用方式 GB/T 7714 | Zhang, Hong,Li, Zhanming,Shu, Wanneng,et al. Ant colony optimization algorithm based on mobile sink data collection in industrial wireless sensor networks[J]. EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING,2019. |
APA | Zhang, Hong,Li, Zhanming,Shu, Wanneng,&Chou, Jarong.(2019).Ant colony optimization algorithm based on mobile sink data collection in industrial wireless sensor networks.EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING. |
MLA | Zhang, Hong,et al."Ant colony optimization algorithm based on mobile sink data collection in industrial wireless sensor networks".EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING (2019). |
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Zhang-2019-Ant colon(702KB) | 期刊论文 | 出版稿 | 开放获取 | CC BY-NC-SA | 浏览 下载 |
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