Structural Health Monitoring Using Wireless Sensor Networks: A Comprehensive Survey

被引:317
作者
Noel, Adam B. [1 ]
Abdaoui, Abderrazak [2 ]
Elfouly, Tarek [2 ]
Ahmed, Mohamed Hossam [1 ]
Badawy, Ahmed [2 ]
Shehata, Mohamed S. [1 ]
机构
[1] Mem Univ Newfoundland, St John, NF A1B 3X9, Canada
[2] Qatar Univ, Doha 2713, Qatar
关键词
Wireless sensor networks; structural health monitoring; sensor placement; synchronization; clustering; scalability; energy harvesting; damage detection; mobile phone sensing; MODAL PARAMETER-IDENTIFICATION; DAMAGE LOCALIZATION; TIME-SYNCHRONIZATION; CITIZEN-SENSORS; SYSTEM; FUTURE; FLEXIBILITY; SHM;
D O I
10.1109/COMST.2017.2691551
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Structural health monitoring (SHM) using wireless sensor networks (WSNs) has gained research interest due to its ability to reduce the costs associated with the installation and maintenance of SHM systems. SHM systems have been used to monitor critical infrastructure such as bridges, high-rise buildings, and stadiums and has the potential to improve structure lifespan and improve public safety. The high data collection rate of WSNs for SHM pose unique network design challenges. This paper presents a comprehensive survey of SHM using WSNs outlining the algorithms used in damage detection and localization, outlining network design challenges, and future research directions. Solutions to network design problems such as scalability, time synchronization, sensor placement, and data processing are compared and discussed. This survey also provides an overview of testbeds and real-world deployments of WSNs for SH.
引用
收藏
页码:1403 / 1423
页数:21
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