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 co-design 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, multi-level computing architecture specifically designed to leverage the multi-resolution feature of the flexibility-based approach. The proposed approach has been implemented on the Intel Imote2 platform. Experiments on a physical beam and simulations of a truss structure demonstrate the system's efficacy in damage localization and energy efficiency.
| Original language | English |
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| Title of host publication | Proceedings of the 1st International Conference on Cyber-Physical Systems, Stockholm, Sweden, 13-14 April 2010 |
| Publisher | IEEE |
| Number of pages | 10 |
| ISBN (Print) | 9781450300667 |
| Publication status | Published - 2010 |
| Event | IEEE/ACM International Conference on Cyber-Physical Systems - Duration: 1 Jan 2010 → … |
Conference
| Conference | IEEE/ACM International Conference on Cyber-Physical Systems |
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| Period | 1/01/10 → … |
Keywords
- structural health monitoring
- wireless sensor networks