DOI QR코드

DOI QR Code

Synchronized sensing for wireless monitoring of large structures

  • Kim, Robin E. (Fire Research Institute, Korea Institute of Civil engineering and building Technology Fire Research Institute) ;
  • Li, Jian (Department of Civil, Environmental, and Architectural Engineering, The University of Kansas) ;
  • Spencer, Billie F. Jr (Department of Civil and Environmental Engineering, University Illinois Urbana-Champaign) ;
  • Nagayama, Tomonori (Department of Civil Engineering, The University of Tokyo) ;
  • Mechitov, Kirill A. (Department of Computer Science, University Illinois Urbana-Champaign)
  • 투고 : 2015.12.08
  • 심사 : 2016.07.18
  • 발행 : 2016.11.25

초록

Advances in low-cost wireless sensing have made instrumentation of large civil infrastructure systems with dense arrays of wireless sensors possible. A critical issue with regard to effective use of the information harvested from these sensors is synchronized sensing. Although a number of synchronization methods have been developed, most provide only clock synchronization. Synchronized sensing requires not only clock synchronization among wireless nodes, but also synchronization of the data. Existing synchronization protocols are generally limited to networks of modest size in which all sensor nodes are within a limited distance from a central base station. The scale of civil infrastructure is often too large to be covered by a single wireless sensor network. Multiple independent networks have been installed, and post-facto synchronization schemes have been developed and applied with some success. In this paper, we present a new approach to achieving synchronized sensing among multiple networks using the Pulse-Per-Second signals from low-cost GPS receivers. The method is implemented and verified on the Imote2 sensor platform using TinyOS to achieve $50{\mu}s$ synchronization accuracy of the measured data for multiple networks. These results demonstrate that the proposed approach is highly-scalable, realizing precise synchronized sensing that is necessary for effective structural health monitoring.

키워드

과제정보

연구 과제 주관 기관 : National Science Foundation, Federal Railroad Administration

참고문헌

  1. Chen, Y., Wang, Q., Chang, M. and Terzis, A. (2011), "Ultra-low power time synchronization using passive radio receivers", Information Processing in Sensor Networks (IPSN),Chicago, IL, USA.
  2. Cho, S.J., Jo, H., Jang, S., Park, J.W., Jung, H.J., Yun, C.B., Spencer, Jr. B.F. and Seo, J.W. (2010), "Structural health monitoring of a cable-stayed bridge using wireless smart sensor technology: data analyses", Smart Struct. Syst., 6(5-6), 461-480. https://doi.org/10.12989/sss.2010.6.5_6.461
  3. Elson, J. and Romer, K. (2003), "Wireless sensor networks: A new regime for time synchronization", Comput. Commun. Rev., 33(1), 149-154. https://doi.org/10.1145/774763.774787
  4. Elson, J., Lewis, G. and Deborah, E. (2002), "Fine-grained network time synchronization using reference broadcasts", ACM SIGOPS Operating Systems Review, 36(SI), 147-163. https://doi.org/10.1145/844128.844143
  5. Gay, D., Levis, P., Culler, P.D. and Brewer, E. (2003), "nesC 1.1 Language Reference Manual", http://today.cs.berkeley.edu/tos/tinyos-1.x/doc/nesc/ref.pdf .
  6. GlobalTop (2010), www.gtop-tech.com
  7. Jang, S., Jo, H., Cho, S., Mechitov, K., Rice, J.A., Sim, S.H., Jung, H.J., Yun, C.B., Spencer, Jr. B.F. and Agha, G. (2010), "Structural health monitoring of a cable-stayed bridge using smart sensor technology: deployment and evaluation", Smart Struct. Syst., 6(5-6), 439-459. https://doi.org/10.12989/sss.2010.6.5_6.439
  8. Jo, H., Sim, S.H., Mechitov, K.A., Kim, R.E., Li, J., Moinzadeh, P., Spencer, Jr. B.F., Park, J.W., Cho, S., Jung, H.J., Yun, C.B., Rice, J.A. and Nagayama, T. (2011), "Hybrid wireless smart sensor network for full-scale structural health monitoring of a cable-stayed bridge", Proceedings of SPIE, San Diego CA, USA, March.
  9. Kim, J., Lynch, J.P., Lee, J.J. and Lee, C.G. (2011), "Truck-based mobile wireless sensor networks for the experimental observation of vehicle-bridge interaction", Smart Mater. Struct., 20(6), 065009. https://doi.org/10.1088/0964-1726/20/6/065009
  10. Kim, R.E., Nagayama, T., Jo, H. and Spencer, Jr. B.F. (2012), "Preliminary study of low-cost GPS receivers for time synchronization of wireless sensor networks", Proceedings of SPIE, San Diego CA, USA, March.
  11. Li, J., Nagayama, T., Mechitov, K.A. and Spencer, Jr. B.F. (2015), "Efficient time synchronization for structural health monitoring using wireless smart sensor networks", Struct Control Health Monit., DOI:10.1002/stc.1782
  12. Linderman, L.E., Rice, J.A., Barot, S., Spencer, B.F. and Bernhard, J.T. (2010), "Characterization of wireless smart sensor performance", NSEL report, NSEL Report Series Report No. 021.
  13. Lynch, J.P. (2007), "An overview of wireless structural health monitoring for civil structures", Philos. T. R. Soc. A., 365(1851), 345-372. https://doi.org/10.1098/rsta.2006.1932
  14. Lynch, J.P. and Loh, K.J. (2006), "A summary review of wireless sensors and sensor networks for structural health monitoring", Shock Vib Digest, 38(2), 91-130. https://doi.org/10.1177/0583102406061499
  15. Lynch, J.P., Law, K.H., Kiremidjian, A.S., Carryer, E., Farrar, C.R., Sohn, H. and Wait, J.R. (2004), "Design and performance validation of a wireless sensing unit for structural monitoring applications", Struct. Eng. Mech., 17(3-4), 393-408. https://doi.org/10.12989/sem.2004.17.3_4.393
  16. Lynch, J.P., Wang, Y., Law, K.H., Yi, J.H., Lee, C.G. and Yun, C.B. (2005), "Validation of a large-scale wireless structural monitoring system on the Geumdang bridge", Proceedings of the Int. Conference on Safety and Structural Reliability, Rome, Italy.
  17. Lynch, J.P., Wang, Y., Loh, K.J., Yi, J.H. and Yun, C.B. (2006), "Performance monitoring of the Geumdang Bridge using a dense network of high-resolution wireless sensors", Smart Mater. Struct., 15(6), 1561. https://doi.org/10.1088/0964-1726/15/6/008
  18. Mannermaa, J. (1999), "Timing performance of various GPS receivers", Proceedings of the 1999 Joint Meeting of the European Frequency and Time Forum and the IEEE International Frequency Control Symposium.
  19. Maroti, M., Kusy, B., Simon, G. and Ledeczi, A. (2004), "The flooding time synchronization protocol", Proceedings of the 2nd international conference on Embedded networked sensor systems, Baltimore, MD, USA, November.
  20. Mills, D.L. (1991), "Internet time synchronization: the network time protocol", IEEE T. Commun., 39(10), 1482-1493. https://doi.org/10.1109/26.103043
  21. Nagayama, T. and Spencer, Jr. B.F. (2007), "Structural Health Monitoring Using Smart Sensors", Newmark Structural Engineering Laboratory Report Series, No. 001.
  22. Nagayama, T., Sim, S.H., Miyamori, Y. and Spencer, Jr. B.F. (2007), "Issues in structural health monitoring employing smart sensors", Smart Struct. Syst., 3(3), 299-320. https://doi.org/10.12989/sss.2007.3.3.299
  23. Nagayama, T., Spencer, Jr. B.F. and Fujino, Y. (2008), "Synchronized sensing for structural health monitoring using smart sensors", Proceedings of the SMSST'07 World Forum on Smart Materials and Smart Structures Technology, China, May.
  24. Pakzad, S.N., Fenves, G.L., Kim, S. and Culler, D.E. (2008), "Design and implementation of scalable wireless sensor network for structural monitoring", J. Infrastruct. Syst., 14, 89-101. https://doi.org/10.1061/(ASCE)1076-0342(2008)14:1(89)
  25. Rice, J.A. and Spencer, Jr. B.F. (2009), "Flexible Smart Sensor Framework for Autonomous Full-scale Structural Health Monitoring", NSEL report, NSEL Report Series Report No. NSEL-018.
  26. Roche, M. (2006), "Time Synchronization in Wireless Networks", CSE574S: Advanced Topics in Networking: Wireless and Mobile Networking, Washington University in St. Louis.
  27. Sazonov, E., Krishnamurthy, V. and Schilling, R. (2010), "Wireless intelligent sensor and actuator network-a scalable platform for time-synchronous applications of structural health monitoring", Struct Health Monit., 9(5) 465-476.
  28. Spencer, Jr. B.F., Nagayama, T. and Rice, J.A. (2008), "Decentralized structural health monitoring using smart sensors", Proceedings of SPIE, San Diego CA., USA, March.
  29. VibPilot (2010), m+p international, www.mpihome.com
  30. Wang, Y., Lynch, J.P. and Law, K.H. (2005)m "Wireless structural sensors using reliable communication protocols for data acquisition and interrogation", Ann Arbor, 1001:48109.
  31. Windl, U., Dalton, D., Packard, H. and Martinec, M., "The NTP FAQ and HOWTO Understanding and using the Network Time Protocol", http://www.ntp.org.
  32. Yang, Y.B., Yau, J.D. and Wu, Y.S. (2004), "Vehicle-bridge interaction dynamics", World Scientific Publishing Company.

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