Bridge diagnosis system by using wireless sensor network and independent component analysis

Jia Cheng, Miduki Nakayama, Ping An Ruan, Jong In Cheon, Ming Yuan Hsieh, Harutoshi Ogai, Hiroshi Inujima, Noriyoshi Yamauchi

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Abstract

The aim of this paper is the development of a bridge diagnosis system for daily bridge maintenance. The system includes the technology of wireless sensor network, signal processing, and structure analysis of a bridge. We collect the vibration data caused by external force such as wind pressure, running vehicles and etc through wireless sensor network and then use independent component analysis (ICA) and spectral analysis to analyze the data for extracting character frequency. The diagnosis technology is developed to understand the phenomena like deterioration and corrosion of a bridge through the measurement result. So the diagnosis system can evaluate the health condition of a bridge and conduct a comprehensive deliberation on repair and reinforcement work. We apply this diagnosis system to field experiments at Kokura, Kitakyushu city in Japan and successfully extract the character frequency of a bridge.

Original languageEnglish
Title of host publicationProceedings of the SICE Annual Conference
Pages1683-1686
Number of pages4
DOIs
Publication statusPublished - 2008
EventSICE Annual Conference 2008 - International Conference on Instrumentation, Control and Information Technology - Tokyo
Duration: 2008 Aug 202008 Aug 22

Other

OtherSICE Annual Conference 2008 - International Conference on Instrumentation, Control and Information Technology
CityTokyo
Period08/8/2008/8/22

Fingerprint

Independent component analysis
Wireless sensor networks
Spectrum analysis
Deterioration
Reinforcement
Signal processing
Repair
Health
Corrosion
Experiments

Keywords

  • Bridge diagnosis system
  • Independent component analysis
  • Wireless sensor network

ASJC Scopus subject areas

  • Electrical and Electronic Engineering
  • Control and Systems Engineering
  • Computer Science Applications

Cite this

Cheng, J., Nakayama, M., Ruan, P. A., Cheon, J. I., Hsieh, M. Y., Ogai, H., ... Yamauchi, N. (2008). Bridge diagnosis system by using wireless sensor network and independent component analysis. In Proceedings of the SICE Annual Conference (pp. 1683-1686). [4654934] https://doi.org/10.1109/SICE.2008.4654934

Bridge diagnosis system by using wireless sensor network and independent component analysis. / Cheng, Jia; Nakayama, Miduki; Ruan, Ping An; Cheon, Jong In; Hsieh, Ming Yuan; Ogai, Harutoshi; Inujima, Hiroshi; Yamauchi, Noriyoshi.

Proceedings of the SICE Annual Conference. 2008. p. 1683-1686 4654934.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Cheng, J, Nakayama, M, Ruan, PA, Cheon, JI, Hsieh, MY, Ogai, H, Inujima, H & Yamauchi, N 2008, Bridge diagnosis system by using wireless sensor network and independent component analysis. in Proceedings of the SICE Annual Conference., 4654934, pp. 1683-1686, SICE Annual Conference 2008 - International Conference on Instrumentation, Control and Information Technology, Tokyo, 08/8/20. https://doi.org/10.1109/SICE.2008.4654934
Cheng J, Nakayama M, Ruan PA, Cheon JI, Hsieh MY, Ogai H et al. Bridge diagnosis system by using wireless sensor network and independent component analysis. In Proceedings of the SICE Annual Conference. 2008. p. 1683-1686. 4654934 https://doi.org/10.1109/SICE.2008.4654934
Cheng, Jia ; Nakayama, Miduki ; Ruan, Ping An ; Cheon, Jong In ; Hsieh, Ming Yuan ; Ogai, Harutoshi ; Inujima, Hiroshi ; Yamauchi, Noriyoshi. / Bridge diagnosis system by using wireless sensor network and independent component analysis. Proceedings of the SICE Annual Conference. 2008. pp. 1683-1686
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