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Relay Node Placement in Wireless Sensor Networks: from Theory to Practice
Liang W(梁炜)1; Ma CF(马超凡)1,2; Zheng M(郑萌)1; Luo LX(罗龙祥)1
Department工业控制网络与系统研究室
Source PublicationIEEE Transactions on Mobile Computing
ISSN1536-1233
2019
Indexed ByEI
EI Accession number20200107983625
Contribution Rank1
Funding OrganizationNational Key Research and Development Program of China (2017YFE0101300) ; Natural Science Foundation of China under grant 61673371 and 71661147005 ; Youth Innovation Promotion Association, CAS (2015157)
KeywordWireless sensor network relay node placement approximation algorithm set cover delay
Abstract

The increasingly wide utilization of Wireless Sensor Networks (WSNs) in industrial applications outstands the significance of the Delay Constrained Relay Node Placement (DCRNP) problem. The unreliable and unpredictable wireless links in WSNs may lead existing algorithms to fail in practice. Therefore, we first conduct extensive real-world deployments under the guidance of existing algorithms to evaluate their performance and to gain some insights for designing practical deployment algorithms. Based on the experiences learned from practical experiments, we first devise a Set-Covering-based Algorithm (SCA) which figures out the DCRNP problem while trying to make the quality of each link better than a given threshold. As our experiments also show that the fault-tolerant topology can significantly improve network reliability, we then design a $k$-Set-Covering-based Algorithm ($k$SCA) to build fault-tolerant WSNs based on the methodology of SCA. Furthermore, the elaborate analysis proves that both SCA and $k$SCA are polynomial-time algorithms, and their approximation ratios are $\text{O}(\ln n)$ and $\text{O}(\lg n)$, respectively, where $n$ is the number of sensor nodes. Finally, extensive experiments are performed under the guidance of SCA and $k$SCA to demonstrate the effectivenesses of these two algorithms.

Language英语
Document Type期刊论文
Identifierhttp://ir.sia.cn/handle/173321/26184
Collection工业控制网络与系统研究室
Corresponding AuthorLiang W(梁炜)
Affiliation1.Key Laboratory of Networked Control Systems, Chinese Academy of Sciences, Shenyang 110016, China
2.Software College, Zhongyuan University of Technology, Zhengzhou 450007, China
Recommended Citation
GB/T 7714
Liang W,Ma CF,Zheng M,et al. Relay Node Placement in Wireless Sensor Networks: from Theory to Practice[J]. IEEE Transactions on Mobile Computing,2019.
APA Liang W,Ma CF,Zheng M,&Luo LX.(2019).Relay Node Placement in Wireless Sensor Networks: from Theory to Practice.IEEE Transactions on Mobile Computing.
MLA Liang W,et al."Relay Node Placement in Wireless Sensor Networks: from Theory to Practice".IEEE Transactions on Mobile Computing (2019).
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