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

doi:10.1109/SICE.2008.4654934

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

^*Corresponding author for this work

Graduate School of Information, Production and Systems

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

4 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 language	English
Title of host publication	Proceedings of SICE Annual Conference 2008 - International Conference on Instrumentation, Control and Information Technology
Pages	1683-1686
Number of pages	4
DOIs	https://doi.org/10.1109/SICE.2008.4654934
Publication status	Published - 2008 Dec 1
Event	SICE Annual Conference 2008 - International Conference on Instrumentation, Control and Information Technology - Tokyo, Japan Duration: 2008 Aug 20 → 2008 Aug 22

Publication series

Name	Proceedings of the SICE Annual Conference

Conference

Conference	SICE Annual Conference 2008 - International Conference on Instrumentation, Control and Information Technology
Country/Territory	Japan
City	Tokyo
Period	08/8/20 → 08/8/22

Keywords

Bridge diagnosis system
Independent component analysis
Wireless sensor network

ASJC Scopus subject areas

Control and Systems Engineering
Computer Science Applications
Electrical and Electronic Engineering

Access to Document

10.1109/SICE.2008.4654934

Cite this

Cheng, J., Nakayama, M., Ruan, P. A., Cheon, J. I., Hsieh, M. Y., Ogai, H., Inujima, H., & Yamauchi, N. (2008). Bridge diagnosis system by using wireless sensor network and independent component analysis. In Proceedings of SICE Annual Conference 2008 - International Conference on Instrumentation, Control and Information Technology (pp. 1683-1686). Article 4654934 (Proceedings of the SICE Annual Conference). 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 et al.
Proceedings of SICE Annual Conference 2008 - International Conference on Instrumentation, Control and Information Technology. 2008. p. 1683-1686 4654934 (Proceedings of the SICE Annual Conference).

Research output: Chapter in Book/Report/Conference proceeding › Conference 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 SICE Annual Conference 2008 - International Conference on Instrumentation, Control and Information Technology., 4654934, Proceedings of the SICE Annual Conference, pp. 1683-1686, SICE Annual Conference 2008 - International Conference on Instrumentation, Control and Information Technology, Tokyo, Japan, 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 SICE Annual Conference 2008 - International Conference on Instrumentation, Control and Information Technology. 2008. p. 1683-1686. 4654934. (Proceedings of the SICE Annual Conference). doi: 10.1109/SICE.2008.4654934

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title = "Bridge diagnosis system by using wireless sensor network and independent component analysis",

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.",

keywords = "Bridge diagnosis system, Independent component analysis, Wireless sensor network",

author = "Jia Cheng and Miduki Nakayama and Ruan, {Ping An} and Cheon, {Jong In} and Hsieh, {Ming Yuan} and Harutoshi Ogai and Hiroshi Inujima and Noriyoshi Yamauchi",

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AU - Cheng, Jia

AU - Nakayama, Miduki

AU - Ruan, Ping An

AU - Cheon, Jong In

AU - Hsieh, Ming Yuan

AU - Ogai, Harutoshi

AU - Inujima, Hiroshi

AU - Yamauchi, Noriyoshi

PY - 2008/12/1

Y1 - 2008/12/1

N2 - 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.

AB - 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.

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ER -

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

Abstract

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Conference

Keywords

ASJC Scopus subject areas

Access to Document

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