Low Velocity Impact Localization System Using FBG Array and MVDR Beamforming Algorithm

被引:11
作者
Sai, Yaozhang [1 ]
Jiang, Mingshun [1 ]
Sui, Qingmei [1 ]
Jia, Lei [1 ]
Lu, Shizeng [1 ]
机构
[1] Shandong Univ, Sch Control Sci & Engn, Jinan 250100, Peoples R China
基金
中国国家自然科学基金;
关键词
Fiber Bragg grating; minimum variance distortionless response; Morlet wavelet transform; multi-impact localization; BRAGG GRATING SENSORS; COMPOSITE STRUCTURES; DAMAGE; IDENTIFICATION; MATRIX;
D O I
10.1007/s13320-015-0271-y
中图分类号
TH7 [仪器、仪表];
学科分类号
0804 ; 080401 ; 081102 ;
摘要
This paper proposes an impact localization system based on the fiber Bragg grating (FBG) array and minimum variance distortionless response (MVDR) beamforming algorithm. The linear FBG array, which contains seven FBG sensors, is used for detecting impact signals. Morlet wavelet transform is applied for extracting narrow-band signals of impact signals. According to the MVDR beamforming algorithm, the system realizes single-impact and multi-impact localizations. The localization system is verified on a 500 mm x 500 mm x 2 mm carbon fiber reinforced polymer (CFRP) plate for single-impact and multi-impact localizations. The average locating error and the maximum locating error are 6.8 mm and 9.9 mm, respectively.
引用
收藏
页码:357 / 364
页数:8
相关论文
共 21 条
  • [1] A robust adaptive array beamformer using particle swarm optimization for space-time code division multiple access systems
    Chang, Jhih-Chung
    [J]. INFORMATION SCIENCES, 2014, 278 : 174 - 186
  • [2] Two-sided minimum-variance distortionless response beamformer for MIMO radar
    Feng, Da-Zheng
    Li, Xiao-Ming
    Lv, Hui
    Liu, Hong-Wei
    Bao, Zheng
    [J]. SIGNAL PROCESSING, 2009, 89 (03) : 328 - 332
  • [3] Low energy impact damage monitoring of composites using dynamic strain signals from FBG sensors - Part I: Impact detection and localization
    Frieden, Jeannot
    Cugnoni, Joel
    Botsis, John
    Gmuer, Thomas
    [J]. COMPOSITE STRUCTURES, 2012, 94 (02) : 438 - 445
  • [4] Impact source identification in a carbon fiber reinforced polymer plate by using embedded fiber optic acoustic emission sensors
    Fu, Tao
    Liu, Yanju
    Lau, Kin-tak
    Leng, Jinsong
    [J]. COMPOSITES PART B-ENGINEERING, 2014, 66 : 420 - 429
  • [5] Application of a dynamic-mixture shock-wave model to the metal-matrix composite materials
    Grujicic, M.
    Pandurangan, B.
    Bell, W. C.
    Yen, C. -F.
    Cheeseman, B. A.
    [J]. MATERIALS SCIENCE AND ENGINEERING A-STRUCTURAL MATERIALS PROPERTIES MICROSTRUCTURE AND PROCESSING, 2011, 528 (28): : 8187 - 8197
  • [6] Estimation of the instantaneous rotation speed using complex shifted Monet wavelets
    Gryllias, Konstantinos C.
    Antoniadis, Ioannis A.
    [J]. MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2013, 38 (01) : 78 - 95
  • [7] Real-time impact identification algorithm for composite structures using fiber Bragg grating sensors
    Jang, Byeong-Wook
    Lee, Yeon-Gwan
    Kim, Jin-Hyuk
    Kim, Yoon-Young
    Kim, Chun-Gon
    [J]. STRUCTURAL CONTROL & HEALTH MONITORING, 2012, 19 (07) : 580 - 591
  • [8] Low Velocity Impact Localization on CFRP Based on FBG Sensors and ELM Algorithm
    Jiang, Mingshun
    Lu, Shizeng
    Sui, Qingmei
    Dong, Huijun
    Sai, Yaozhang
    Jia, Lei
    [J]. IEEE SENSORS JOURNAL, 2015, 15 (08) : 4451 - 4456
  • [9] Acoustic emission source linear localization based on an ultra-short FBGs sensing system
    Jin Z.
    Jiang M.
    Sui Q.
    Zhang F.
    Jia L.
    [J]. Photonic Sensors, 2014, 4 (2) : 152 - 155
  • [10] Damage identification in aircraft composite structures: A case study using various non-destructive testing techniques
    Katunin, Andrzej
    Dragan, Krzysztof
    Dziendzikowski, Michal
    [J]. COMPOSITE STRUCTURES, 2015, 127 : 1 - 9