Sensor placement with multiple objectives for structural health monitoring

ACM Transactions on Sensor Networks

Volumn 10, Issue 4, 2014, Pages

  Bhuiyan, Md Zakirul Alam ^a,b   Wang, Guojun ^a   Cao, Jiannong ^b   Wu, Jie ^c  

^a CENTRAL SOUTH UNIVERSITY   (China)

^b HONG KONG POLYTECHNIC UNIVERSITY   (Hong Kong)

^c Temple University   (United States)

Author keywords

Communication efficiency; Connectivity; Fault tolerance; Lifetime; Sensor placement; Structural health monitoring; Wireless sensor networks

Indexed keywords

COMMUNICATION; COMPLEX NETWORKS; DAMAGE DETECTION; FAULT TOLERANCE; FORESTRY; SENSOR NODES; STRUCTURAL HEALTH MONITORING; WIRELESS SENSOR NETWORKS;

COMMUNICATION EFFICIENCY; CONNECTIVITY; ENGINEERING STRUCTURES; LIFETIME; PROBABILITY OF FAILURE; SENSOR PLACEMENT; SENSOR PLACEMENT OPTIMIZATIONS; STRUCTURAL HEALTH MONITORING (SHM);

SENSORS;

COMMUNICATION; DAMAGE; DETECTION; FORESTRY; SENSORS;

EID: 84902655000     PISSN: 15504859     EISSN: 15504867     Source Type: Journal    
DOI: 10.1145/2533669     Document Type: Article

References (61)

1. I. F. Akyildiz, W. Su, Y. Sankarasubramaniam, and E. Cayirci. 2002. Wireless sensor networks: A survey. Comput. Netw. 38, 4, 393-422.
2. J. Ansari, D. Pankin, and P. Mahonen. 2009. Radio-triggered wake-ups with addressing capabilities for extremely low power sensor network applications. Int. J. Wirel. Inf. Netw. 16, 3, 118-130.
3. K. Anshuman, J. Ratneshwar, W. Matthew, and J. Kerop. 2013. Damage detection in an experimental bridge model using Hilbert Huang transform of transient vibrations. Struct. Control Health Monitor. 20, 1, 1-15.
4. A. Araujo, J.Garca-Palacios, J. Blesa, F. Tirado, E. Romero, A. Samartn, andO.Nieto-Taladriz. 2012.Wireless measurement system for structural health monitoring with high time-synchronization accuracy. IEEE Trans. Instrum. Meas. 61, 3, 801-810.
5. S. Beygzadeh, E. Salajegheh, P. Torkzadeh, J. Salajegheh, and S. Naseralavi. 2013. Optimal sensor placement for damage detection based on a new geometrical viewpoint. Int. J. Optim. Civil Engin. 3, 1, 1-21.
6. M. Z. A. Bhuiyan, J. Cao, and G. Wang. 2012a. Deploying wireless sensor networks with fault tolerance for structural health monitoring. In Proceedings of the IEEE International Conference on Distributed Computing in Sensor Systems (DCOSS'12). 194-202.
7. M. Z. A. Bhuiyan, J. Cao, G. Wang, and X. Liu. 2012b. Energy-efficient and fault-tolerant structural health monitoring in wireless sensor networks. In Proceeding of the 31st International Symposium on Reliable Distributed Systems (SRDS'12). 301-310.
8. M. Z. A. Bhuiyan, G.Wang, and J. Cao. 2012c. Sensor placement withmultiple objectives for structural health monitoring in WSNs. In Proceedings of the 14th IEEE International Conference on High Performance Computing and Communications (HPCC'12). 699-706.
9. M. Z. A. Bhuiyan, G. Wang, J. Cao, and J. Wu. 2013a. Energy and bandwidth-efficient wireless sensor networks for monitoring high-frequency events. In Proceedings of the IEEE International Conference on Sensing and Communication, and Networking (SECON'13).
10. M. Z. A. Bhuiyan, G. Wang, J. Cao, and J. WU. 2013b. Local monitoring and maintenance for operational wireless sensor networks. In Proceedings of the 11th IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA'13).
11. M. Bocca, L. Eriksson, A. Mahmood, R. Jntti, and J. Kullaa. 2011. A synchronized wireless sensor network for experimental modal analysis in structural health monitoring. Comput.-Aid. Civil Infrastruct. Engin. 26, 7, 483-499.
12. L. J. Bredin, E. D. Demaine,M. T. Hajiaghayi, and D. Rus. 2010. Deploying sensor networks with guaranteed fault tolerance. IEEE/ACM Trans. Netw. 18, 1, 216-228.
13. M. Cardei, S. Yang, and J. Wu. 2008. Algorithms for fault-tolerant topology in heterogeneous wireless sensor networks. IEEE Trans. Parallel Distrib. Syst. 19, 4, 545-558.
14. M. Ceriotti, L. Mottola, G. P. Picco, A. L. Murphy, S. Guna, M. Corra, M. Pozzi, D. Zonta, and P. Zanon. 2009. Monitoring heritage buildings with wireless sensor networks: The Torre Aquila deployment. In Proceedings of the ACM International Conference on Information Processing in Sensor Networks (IPSN'09). 277-288.
15. X. Chang, R. Tan, G. Xing, Z. Yuan, C. Lu, Y. Chen, and Y. Yang. 2011. Sensor placement algorithms for fusion-based surveillance networks. IEEE Trans. Parallel Distrib. Syst. 22, 8, 1407-1414.
16. P. Cheng, C. N. Chuah, and X. Liu. 2004. Energy-aware node placement in wireless sensor networks. In Proceedings of the IEEE International Conference on Global Communications (GLOBECOM'04). 3210-3214.
17. Crossbow Technology. 2007. Imote2 hardware reference manual. http://web.univ-pau.fr/∼cpham/ ENSEIGNEMENT/PAUUPPA/RESAM2/DOC/Imote2 Hardware Reference Manual.pdf.
18. C. E. Devore. 2013. Damage detection using substructure identification. M.S. thesis, University of Southern California.
19. C. R. Farrar and K. Worden. 2012. Structural Health Monitoring: A Machine Learning Perspective. John Wiley and Sons Ltd, Chichester, UK.
20. O. Gnawali, R. Fonseca, K. Jamieson, D. Moss, and P. Levis. 2009. Collection tree protocol. In Proceedings of the 7th ACM Conference on Embedded Networked Sensor Systems (SenSys'09). 1-14.
21. G. Hackmann, W. Guo, G. Yan, Z. Sun, C. Lu, and S. Dyke. 2013. Cyber-physical codesign of distributed structural health monitoring with wireless sensor networks. http://doi.ieeecomputersociety.org/ 10.1109/TPDS.2013.30.
22. G. Hackmann, F. Sun, N. Castaneda, C. Lu, and S. Dyke. 2012. A holistic approach to decentralized structural damage localization using wireless sensor networks. Comput. Comm. 36, 1, 29-41.
23. D. A. Huffman, 1952. A method for the construction of minimum-redundancy codes. Proc. IRE 40, 9, 1098-1101.
24. H. S. Jang, Mechitov S. Cho JO, J. A. Rice K., S.-H. Sim, H.-J. Jung, C.-B. Yun, F. Billie, J. Spencer, and G. Agha. 2010. Structural health monitoring of a cable-stayed bridge using smart sensor technology: Deployment and evaluation. Smart Struct. Syst. 6, 5, 439-459.
25. A. Jindal and M. Liu. 2012. Networked computing in wireless sensor networks for structural health monitoring. IEEE/ACM Trans. Netw. 20, 4, 1203-1216.
26. D. C. Kammer. 1990. Sensor placement for on-orbit modal identification and correlation of large space structures. In Proceedings of the American Control Conference. 2984-2990.
27. A. Kashyap, S. Khuller, and M. Shayman. 2011. Relay placement for fault tolerance in wireless networks in higher dimensions. Comput. Geom. Theory Appl. 44, 2011, 206-215.
28. S. Kim, S. Pakzad, D. Culler, J. Demmel, G. Fenves, S. Glaser, and M. Turon. 2007. Health monitoring of civil infrastructures using wireless sensor networks. In Proceedings of the ACM International Conference on Information Processing in Sensor Networks (IPSN'07). 254-263.
29. A. Krause, C. Guestrin, A. Gupta, and J. Kleinberg. 2011. Robust sensor placements at informative and communication-efficient locations. ACM Trans. Sensor Netw. 7, 4, 1-33.
30. P. Levis. 2006. TinyOS/nesC programming reference manual. www.tinyos.net/tinyos-2.x/doc/pdf/tinyosprogramming.pdf.
31. B. LI, Z. Sun, K. Mechitov, C. Lu, S. J. Dyke, G. Agha, and Spencer. B. F. 2013. Realistic case studies of wireless structural control. In Proceedings ACM/IEEE 4th International Conference on CyberPhysical Systems (ICCPS'13).
32. B. LI, D. Wang, F. Wang, and Y. Q. NI. 2010. High quality sensor placement for SHM systems: Refocusing on application demands. In Proceedings of the Conference on Computer Communications (INFOCOM'10). 650-658.
33. L. E. Linderman, J. A. Rice, S. Barot, B. F. Spencer, and J. Bernhard. T. 2010. Characterization of wireless smart sensor performance. Tech. rep .021, Newmark Structural Engineering Laboratory, University of Illinois at Urbana-Champaign, Champaign, Illinois.
34. X. Liu, J. Cao, M. Z. A. Bhuiyan, S. Lai, H. Wu, and G. Wang. 2011a. Fault tolerant WSN-based structural health monitoring. In Proceedings of the IEEE/IFIP 41st International Conference on Dependable Systems & Networks (DSN). 37-48.
35. X. Liu, J. Cao, S. Lai, C. Yang, H.Wu, and Y. Xu. 2011b. Energy efficient clustering for WSN-based structural health monitoring. In Proceedings of the IEEE International Conference on Computer Communications (INFOCOM'11). 2768-2776.
36. X. Liu, J. Cao, and S. Tang. 2013. Enabling fast and reliable network-wide event-triggered wakeup inWSNS. In Proceedings of the IEEE 24th Real-Time Systems Symposium (RTSS'13).
37. nd International Conference on Embedded Networked Sensor Systems (SenSys'04). 39-49.
38. M. Meo, and G. Zumpano. 2005. On the optimal sensor placement techniques for a bridge structure. Engin. Struct. 27, 10, 1488-1497.
39. S. Munir, S. Lin, E. Hoque, S. M. S. Nirjon, J. A. Stankovic, and K. Whitehouse. 2010. Addressing burstiness for reliable communication and latency bound generation in wireless sensor networks. In Proceedings of the 9th ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN'10). 303-314.
40. Y. Ni, H. Zhou, K. Chan, and J. Ko. 2008. Modal flexibility analysis of cable-stayed ting kau bridge for damage identification. Comput.-Aid. Civil Infrastruct. Engin. 23, 3, 223-236.
41. Y. Q. Ni, Y. Xia, W. Y. Liao, and J. M. Ko. 2009. Technology innovation in developing the structural health monitoring system for Guangzhou new TV tower. Struct. Control Health Monit. 16, 1, 73-98.
42. P. Nie and B. Li. 2011. A cluster-based data aggregation architecture inWSN for structural healthmonitoring. In Proceeding of the 7th International Wireless Communications and Mobile Computing Conference (IWCMC'11). 546-552.
43. S. Olariu and I. Stojmenovic. 2006. Design guidelines for maximizing lifetime and avoiding energy holes in sensor networks with uniform distribution and uniform reporting. In Proceedings of the IEEE Conference on Computer Communications (INFOCOM'06). 1-12.
44. C. A. Peckens and J. P. Lynch. 2013. Embedded linear classifiers on wireless sensor networks for damage detection. In Sensors and Smart Structures Technologies for Civil, Mechanical, and Aerospace Systems.
45. J. A. Rice and B. F. Spencer. 2009. Flexible smart sensor framework for autonomous full-scale structural health monitoring. Tech. rep. 018, Newmark Structural Engineering Laboratory, University of Illinois at Urbana-Champaign, Champaign, Illinois.
46. S.-H. Sima, J. F. Carbonell-Mrquezb, B. F. S., and Joa, H. 2011. Decentralized random decrement technique for efficient data aggregation and system identification in wireless smart sensor networks. Probab. Engin. Mechan. 26, 1, 81-91.
47. S. Singh, M. Woo, and C. Raghavendra. 1998. Power-aware routing in mobile ad hoc networks. In Proceedings of the ACM/IEEE Annual International Conference on Mobile Computing and Networking (MobiCom'98). 181-190.
48. K. Srinivasan, M. Kazandjieva, S. Agarwal, and P. Levis. 2008. The β-factor: Measuring wireless link burstiness. In Proceedings of the 6th ACM International Conference on Embedded Networked Sensor Systems (SenSys'08). 29-42
49. STMicroelectronics. 2013. http://www.st.com/internet/com/home/home.jsp.
50. F. Wang, D. Wang, and J. Liu. 2011. Traffic-aware relay node deployment: Maximizing lifetime for data collection in wireless sensor networks. IEEE Trans. Parallel Distrib. Syst. 22, 8, 1415-1423.
51. G. Wang, M. Z. A. Bhuiyan, and Z. Li. 2010. Two-level cooperative and energy-efficient tracking algorithm in wireless sensor networks. Concurr. Comput. Pract. Exper. 22, 4, 518-537.
52. Q. Wang, M. Hempstead, and W. Yang. 2006. A realistic power consumption model for wireless sensor network devices. In Proceedings of the 3rd Annual IEEE Communications Society on Sensor and Ad Hoc Communications and Networks (SECON '06). 286-295.
53. Y.-C. Wang, C.-C. Hu, and Y.-C. Tseng. 2008. Efficient placement and dispatch of sensors in a wireless sensor network. IEEE Trans. Mobile Comput. 7, 2, 162-174.
54. S.Weng, Y. Xia, Y.-L. Xu, and H.-P. Zhu. 2011. Substructure based approach to finite elementmodel updating. Comput. Struct. 89, 2011, 772-782.
55. M. Whelan and C. Hietbrink. 2012. Wireless sensor network deployments for structural identification in a tied arch bridge. In NDE/NDT for Highways and Bridges: Structural Materials Technology.
56. S.Wijetunge,U. Gunawardana, and R. Liyanapathirana. 2009.Wireless sensor networks for structural health monitoring: Considerations for communication protocol design. In Proceedings of the IEEE International Conference on Telecommunications (ICT). 694-699.
57. J. Wu. 2005. Handbook on Theoretical and Algorithmic Aspects of Sensor, Ad Hoc Wireless, and Peer-to-Peer Networks. Auerba
58. Z. Xing and A. Mita. 2012. A substructure approach to local damage detection of shear structure. Struct. Control Health Monit. 19, 2, 309-318.
59. K. Xu, H. Hassanein, G. Takahara, and Q. Wang. 2010. Relay node deployment strategies in heterogeneous wireless sensor networks. IEEE Trans. Mobile Comput. 9, 2, 145-159.
60. G. Xue, X. Fang, S. Misra, D. Yang, and J. Zhang. 2012. Two-tiered constrained relay node placement in wireless sensor networks: Computational complexity and efficient approximations. IEEE Trans. Mobile Comput. 11, 8, 1399-1411.
61. T.-H. Yi, H.-N. Li, and M. Gu. 2011. Optimal sensor placement for structural health monitoring based on multiple optimization strategies. Struct. Des. Tall Special Buildings 20, 7, 881-900.