Passive RFID sensor systems for crack detection & characterization

被引:48
|
作者
Zhang, Jun [1 ,2 ]
Tian, Gui Yun [1 ,2 ]
Zhao, Ao Bo [1 ]
机构
[1] Newcastle Univ, Sch Elect & Elect Engn, Newcastle Upon Tyne NE1 7RU, Tyne & Wear, England
[2] Univ Elect Sci & Technol China, Sch Automat Engn, Chengdu 611731, Peoples R China
基金
英国工程与自然科学研究理事会;
关键词
Antenna sensor; Kernel PCA; Characteristic mode; Crack detection; Fusion; Radio frequency identification (RFID); Structural health monitoring (SHM); PRINCIPAL COMPONENT ANALYSIS; FEATURE-EXTRACTION; ANTENNA; PHASE; RADIO; IDENTIFICATION; SENSITIVITY; CHALLENGES; KERNEL; TAGS;
D O I
10.1016/j.ndteint.2016.11.002
中图分类号
TB3 [工程材料学];
学科分类号
0805 ; 080502 ;
摘要
A significant requirement of low-cost sensor systems for defect detection and characterization is to bridge the gap of nondestructive testing & evaluation (NDT & E) and structural health monitoring (SHM). This paper introduces an ultra-high frequency (UHF) passive RFID sensor system for crack detection and potential structural monitoring. The working principles and major research challenges are presented for the new concept of NDT & E sensor systems. One novel approach using 3D antenna and kernel principal component analysis (PCA) is investigated and validated in conjunction with two case studies for evaluation of open and closed cracks. This proposed method can partly alleviate the nonlinearity from wireless channel and demonstrate the feasibility of the in-situ motoring through amplitude and phase of tag's backscattered signals.
引用
收藏
页码:89 / 99
页数:11
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