A localized algorithm for Structural Health Monitoring using wireless sensor networks

被引:29
|
作者
dos Santos, Igor Leao [1 ]
Pirmez, Luci [1 ]
Lemos, Erico T. [1 ]
Delicato, Flavia C. [2 ]
Vaz Pinto, Luiz A. [3 ]
Neuman de Souza, J. [4 ]
Zomaya, Albert Y. [5 ]
机构
[1] Univ Fed Rio de Janeiro, INCE, BR-21941916 Rio De Janeiro, RJ, Brazil
[2] Univ Fed Rio de Janeiro, DCC, BR-21941916 Rio De Janeiro, RJ, Brazil
[3] Univ Fed Rio de Janeiro, Dept Engn Naval & Ocean, BR-21941909 Rio De Janeiro, RJ, Brazil
[4] Univ Fed Ceara, BR-60455760 Fortaleza, Ceara, Brazil
[5] Univ Sydney, Sch Informat Technol, Adv Networks Res Grp, Sydney, NSW 2006, Australia
关键词
Wireless sensor networks; Structural Health Monitoring; Damage localization; Localized algorithm; Information fusion; Resource constrained networks;
D O I
10.1016/j.inffus.2012.02.002
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Structural Health Monitoring (SHM) has been proving to be a suitable application domain for wireless sensor networks, whose techniques attempt to autonomously evaluate the integrity of structures, occasionally aiming at detecting and localizing damage. In this paper, we propose a localized algorithm supported by multilevel information fusion techniques to enable detection, localization and extent determination of damage sites using the resource constrained environment of a wireless sensor network. Each node partakes in different network tasks and has a localized view of the whole situation, so collaboration mechanisms and multilevel information fusion techniques are key components of this proposal to efficiently achieve its goal. Experimental results with the MICAz mote platform showed that the algorithm performs well in terms of network resources utilization. (C) 2012 Elsevier B.V. All rights reserved.
引用
收藏
页码:114 / 129
页数:16
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