Low velocity impact localization system using FBG array and MVDR beamforming algorithm

Yaozhang Sai , Mingshun Jiang , Qingmei Sui , Lei Jia , Shizeng Lu

Photonic Sensors ›› 2014, Vol. 5 ›› Issue (4) : 357 -364.

PDF
Photonic Sensors ›› 2014, Vol. 5 ›› Issue (4) : 357 -364. DOI: 10.1007/s13320-015-0271-y
Regular

Low velocity impact localization system using FBG array and MVDR beamforming algorithm

Author information +
History +
PDF

Abstract

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×500 mm×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.

Keywords

Fiber Bragg grating / minimum variance distortionless response / Morlet wavelet transform / multi-impact localization

Cite this article

Download citation ▾
Yaozhang Sai, Mingshun Jiang, Qingmei Sui, Lei Jia, Shizeng Lu. Low velocity impact localization system using FBG array and MVDR beamforming algorithm. Photonic Sensors, 2014, 5(4): 357-364 DOI:10.1007/s13320-015-0271-y

登录浏览全文

4963

注册一个新账户 忘记密码

References

[1]

Grujicic M., Pandurangan B., Bell W. C., Yen C. F., Cheeseman B. A.. Application of a dynamic-mixture shock-wave model to the metal–matrix composite materials. Materials Science and Engineering: A, 2011, 528(28): 8187-8197.

[2]

Katunin A., Dragan K., Dziendzikowski M.. Damage identification in aircraft composite structures: A case study using various non-destructive testing techniques. Composite Structures, 2015, 127(9): 1-9.

[3]

Otero F., Oller S., Martinez S. X., Salomon O.. Numerical homogenization for composite materials analysis. Comparison with other micro mechanical formulations. Composite Structures, 2015, 122(4): 405-416.

[4]

Singh H., Namala K. K., Mahajan P.. A damage evolution study of E-glass/epoxy composite under low velocity impact. Composites Part B: Engineering, 2015, 76(8): 235-248.

[5]

Zhang J., Zhang X.. An efficient approach for predicting low-velocity impact force and damage in composite laminates. Composite Structures, 2015, 130(12): 85-94.

[6]

Yang P., Shams S. S., Slay A., Brokate B., Elhajjar R.. Evaluation of temperature effects on low velocity impact damage in composite sandwich panels with polymeric foam cores. Composite Structures, 2015, 129(11): 213-223.

[7]

Kirkby E., d. Oliveira R., Michaud V., Manson J. A.. Impact localisation with FBG for a self-healing carbon fibre composite structure. Composite Structures, 2011, 94(1): 8-14.

[8]

Fu T., Liu Y., Lau K., Leng J.. Impact source identification in a carbon fiber reinforced polymer plate by using embedded fiber optic acoustic emission sensors. Composites Part B: Engineering, 2014, 66(11): 420-429.

[9]

Frieden J., Cugnoni J., Botsis J., Gmur T.. Low energy impact damage monitoring of composites using dynamic strain signals from FBG sensors–Part I: Impact detection and localization. Composite Structures, 2012, 94(2): 438-445.

[10]

Ribeiro F., Collere Possetti G. R., Fabris J. L., Muller M.. Smart optical fiber sensor for impact localization on planar structures. 2013 SBMO/IEEE MTT-S International Microwave & Optoelectronics Conference (IMOC), Rio de Janeiro, 2013 1-3.

[11]

Jang B. W., Lee Y. G., Kim J. H., Kim Y. Y., Kim C. G.. Real-time impact identification algorithm for composite structures using fiber Bragg grating sensors. Structural Control and Health Monitoring, 2012, 19(7): 580-591.

[12]

Lu J., Wang B., Liang D.. Wavelet packet energy characterization of low velocity impacts and load localization by optical fiber Bragg grating sensor technique. Applied Optics, 2013, 52(11): 2346-2352.

[13]

Jiang M., Lu S., Sui Q., Dong H., Sai Y., Jia L.. Low velocity impact localization on CFRP based on FBG sensors and ELM algorithm. IEEE Sensors Journal, 2015, 15(8): 4451-4456.

[14]

Lu S., Jiang M., Sui Q., Sai Y., Jia L.. Low velocity impact localization system of CFRP using fiber Bragg grating sensors. Optical Fiber Technology, 2015, 21(1): 13-19.

[15]

Chang J.. A robust adaptive array beamformer using particle swarm optimization for space-time code division multiple access systems. Information Sciences, 2014, 278(25): 174-186.

[16]

Tran T. N., Cowley W., Pollok A.. Automatic adaptive speech separation using beamformer-output-ratio for voice activity classification. Signal Processing, 2015, 113(8): 259-272.

[17]

Zeng Y., Hendriks R. C.. Distributed estimation of the inverse of the correlation matrix for privacy preserving beamforming. Signal Processing, 2015, 107(2): 109-122.

[18]

Feng D., Li X., Lv H., Liu H., Bao Z.. Two-sided minimum-variance distortionless response beamformer for MIMO radar. Signal Processing, 2009, 89(3): 328-332.

[19]

Gryllias K. C., Antoniadis I. A.. Estimation of the instantaneous rotation speed using complex shifted Morlet wavelets. Mechanical Systems and Signal Processing, 2013, 38(1): 78-95.

[20]

Pang D., Sui Q.. Response analysis of ultrasonic sensing system based on fiber bragg gratings of different lengths. Photonic Sensors, 2014, 4(3): 281-288.

[21]

Jin Z., Shun M., Sui Q., Zhang F., Jia L.. Acoustic emission source linear localization based on an ultra-short FBGs sensing system. Photonic Sensors, 2014, 4(2): 152-155.

AI Summary AI Mindmap
PDF

126

Accesses

0

Citation

Detail

Sections
Recommended

AI思维导图

/