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Energy-aware versatile wireless sensor network configuration for structural health monitoring
Hao, Xiao Han1,2; Yuen, Ka Veng1,2; Kuok, Sin Chi1,2
2022-11-01
Source PublicationStructural Control and Health Monitoring
ISSN1545-2255
Volume29Issue:11
Abstract

In this paper, a sensor network configuration optimization approach is proposed to design informative and energy-efficient wireless sensor networks. In particular, the design of cluster-based versatile wireless sensor networks for structural health monitoring is considered. In contrast to conventional cluster-based wireless sensor placement methods, a clustering optimization algorithm is proposed to determine the optimal locations of the cluster heads and the base station to enhance the energy efficiency of the network. The proposed approach determines the optimal wireless sensor network configuration that achieves the required estimation accuracy with minimal energy cost. Moreover, the proposed approach utilizes a holistic measure to assess the overall performance of multitype sensing devices. Furthermore, by implementing a genetic algorithm (GA) strategy, the proposed approach is computationally efficient and widely applicable for large-scale civil engineering infrastructures. To demonstrate the performance of the proposed approach, the wireless sensor network configuration design of a bridge model and a space truss model is presented.

KeywordBayesian Energy Consumption Estimation Accuracy Multitype Sensing Devices Parameter Identification Wireless Sensor Network
DOI10.1002/stc.3083
URLView the original
Indexed BySCIE
Language英語English
WOS Research AreaConstruction & Building Technology ; Engineering ; Instruments & Instrumentation
WOS SubjectConstruction & Building Technology ; Engineering, Civil ; Instruments & Instrumentation
WOS IDWOS:000846490900001
Scopus ID2-s2.0-85137052785
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Cited Times [WOS]:0   [WOS Record]     [Related Records in WOS]
Document TypeJournal article
CollectionFaculty of Science and Technology
DEPARTMENT OF CIVIL AND ENVIRONMENTAL ENGINEERING
Affiliation1.State Key Laboratory of Internet of Things for Smart City and Department of Civil and Environmental Engineering, University of Macau, Macao
2.Guangdong-Hong Kong-Macau Joint Laboratory for Smart Cities, University of Macau, Macao
First Author AffilicationUniversity of Macau
Recommended Citation
GB/T 7714
Hao, Xiao Han,Yuen, Ka Veng,Kuok, Sin Chi. Energy-aware versatile wireless sensor network configuration for structural health monitoring[J]. Structural Control and Health Monitoring,2022,29(11).
APA Hao, Xiao Han,Yuen, Ka Veng,&Kuok, Sin Chi.(2022).Energy-aware versatile wireless sensor network configuration for structural health monitoring.Structural Control and Health Monitoring,29(11).
MLA Hao, Xiao Han,et al."Energy-aware versatile wireless sensor network configuration for structural health monitoring".Structural Control and Health Monitoring 29.11(2022).
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