Title :
Bridge diagnosis system by using wireless sensor network and independent component analysis
Author :
Cheng, Jia ; Nakayama, Miduki ; Ruan, Ping-an ; Cheon, Jong-In ; Hsieh, Ming-Yuan ; Ogai, Harutoshi ; Inujima, Hiroshi ; Yamauchi, Noriyoshi
Author_Institution :
Grad. Sch. of Inf., Production & Syst., Waseda Univ., Kitakyushu
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 :
bridges (structures); independent component analysis; signal processing; spectral analysis; structural engineering computing; wireless sensor networks; bridge diagnosis system; daily bridge maintenance; independent component analysis; signal processing; spectral analysis; wind pressure; wireless sensor network; Bridges; Data analysis; Force sensors; Frequency; Independent component analysis; Signal analysis; Signal processing; Spectral analysis; Vehicles; Wireless sensor networks; bridge diagnosis system; independent component analysis; wireless sensor network;
Conference_Titel :
SICE Annual Conference, 2008
Conference_Location :
Tokyo
Print_ISBN :
978-4-907764-30-2
Electronic_ISBN :
978-4-907764-29-6
DOI :
10.1109/SICE.2008.4654934