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题名Latency-aware path planning for disconnected sensor networks with mobile sinks
作者
发表日期2020
发表期刊IEEE Transactions on Industrial Informatics
ISSN/eISSN1551-3203
卷号16期号:1页码:350-361
摘要

Data collection with mobile elements can greatly improve the load balance degree and accordingly prolong the longevity for wireless sensor networks (WSNs). In this pattern, a mobile sink generally traverses the sensing field periodically and collect data from multiple Anchor Points (APs) which constitute a traveling tour. However, due to long-distance traveling, this easily causes large latency of data delivery. In this paper, we propose a path planning strategy of mobile data collection, called the Dual Approximation of Anchor Points (DAAP), which aims to achieve full connectivity for partitioned WSNs and construct a shorter path. DAAP is novel in two aspects. On the one hand, it is especially designed for disconnected WSNs where sensor nodes are scattered in multiple isolated segments. On the other hand, it has the least calculational complexity compared with other existing works. DAAP is formulated as a location approximation problem and then solved by a greedy location selection mechanism, which follows two corresponding principles. On the one hand, the APs of periphery segments must be as near the network center as possible. On the other hand, the APs of other isolated segments must be as close to the current path as possible. Finally, experimental results confirm that DAAP outperforms existing works in delay-tough applications.

关键词Anchor point (AP) connectivity data collection isolated segment latency mobile sink wireless sensor networks (WSNs)
DOI10.1109/TII.2019.2916300
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收录类别SCIE
语种英语English
WOS研究方向Automation & Control Systems ; Computer Science ; Engineering
WOS类目Automation & Control Systems ; Computer Science, Interdisciplinary Applications ; Engineering, Industrial
WOS记录号WOS:000508428900033
Scopus入藏号2-s2.0-85078296044
引用统计
被引频次:56[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符https://repository.uic.edu.cn/handle/39GCC9TT/7076
专题个人在本单位外知识产出
通讯作者Qiu, Tie
作者单位
1.College of Electronic and Information Engineering, South China University of Technology, Guangzhou, 510641, China
2.School of Computer Science and Technology, College of Intelligence and Computing, Tianjin University, Tianjin, 300350, China
3.College of Computer Science and Technology, Huaqiao University, Xiamen, 361021, China
4.School of Software Engineering, South China University of Technology, Guangzhou, 510006, China
5.School of Computing, Engineering and Digital Technologies, Teesside University, Middlesbrough, TS1 3BA, United Kingdom
推荐引用方式
GB/T 7714
Liu, Xuxun,Qiu, Tie,Zhou, Xiaoboet al. Latency-aware path planning for disconnected sensor networks with mobile sinks[J]. IEEE Transactions on Industrial Informatics, 2020, 16(1): 350-361.
APA Liu, Xuxun, Qiu, Tie, Zhou, Xiaobo, Wang, Tian, Yang, Lei, & Chang, Victor. (2020). Latency-aware path planning for disconnected sensor networks with mobile sinks. IEEE Transactions on Industrial Informatics, 16(1), 350-361.
MLA Liu, Xuxun,et al."Latency-aware path planning for disconnected sensor networks with mobile sinks". IEEE Transactions on Industrial Informatics 16.1(2020): 350-361.
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