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Cyber-Physical Codesign of Distributed Structural Health Monitoring with Wireless Sensor Networks
- Source :
- IEEE Transactions on Parallel and Distributed Systems. 25:63-72
- Publication Year :
- 2014
- Publisher :
- Institute of Electrical and Electronics Engineers (IEEE), 2014.
-
Abstract
- Our deteriorating civil infrastructure faces the critical challenge of long-term structural health monitoring for damage detection and localization. In contrast to existing research that often separates the designs of wireless sensor networks and structural engineering algorithms, this paper proposes a cyber-physical codesign approach to structural health monitoring based on wireless sensor networks. Our approach closely integrates 1) flexibility-based damage localization methods that allow a tradeoff between the number of sensors and the resolution of damage localization, and 2) an energy-efficient, multilevel computing architecture specifically designed to leverage the multiresolution feature of the flexibility-based approach. The proposed approach has been implemented on the Intel Imote2 platform. Experiments on a simulated truss structure and a real full-scale truss structure demonstrate the system's efficacy in damage localization and energy efficiency.
- Subjects :
- Flexibility (engineering)
Computer science
business.industry
Cyber-physical system
Condition monitoring
Key distribution in wireless sensor networks
Computational Theory and Mathematics
Hardware and Architecture
Embedded system
Signal Processing
Mobile wireless sensor network
Structural health monitoring
business
Wireless sensor network
Efficient energy use
Subjects
Details
- ISSN :
- 10459219
- Volume :
- 25
- Database :
- OpenAIRE
- Journal :
- IEEE Transactions on Parallel and Distributed Systems
- Accession number :
- edsair.doi...........e1acc3e3d5229510ef1e220e62012770
- Full Text :
- https://doi.org/10.1109/tpds.2013.30