• Laser & Optoelectronics Progress
  • Vol. 59, Issue 14, 1415005 (2022)
Xiaozhong Wang1,*, Rui Yu1, Wei Guo1, Xueyuan Huang1..., Wenchen Li2 and Cheng Wang3|Show fewer author(s)
Author Affiliations
  • 1School of Electronics Science and Engineering, Xiamen University, Xiamen 361005, Fujian , China
  • 2College of Information Engineering, Xijing University, Xi’an , 710123, Shaanxi , China
  • 3College of Informatics, Xiamen University, Xiamen 361005, Fujian , China
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    DOI: 10.3788/LOP202259.1415005 Cite this Article Set citation alerts
    Xiaozhong Wang, Rui Yu, Wei Guo, Xueyuan Huang, Wenchen Li, Cheng Wang. Research Progress in Microvibration Detection Technology Based on Laser Speckles[J]. Laser & Optoelectronics Progress, 2022, 59(14): 1415005 Copy Citation Text show less
    Schematic diagram of laser speckle microvibration measurement
    Fig. 1. Schematic diagram of laser speckle microvibration measurement
    Pig heartbeat and respiration signals extraction based on laser speckle.(a) Extracted heartbeat signal; (b) part of extracted heartbeat signal; (c) extracted respiratory signal; (d) part of extracted respiratory signal
    Fig. 2. Pig heartbeat and respiration signals extraction based on laser speckle.(a) Extracted heartbeat signal; (b) part of extracted heartbeat signal; (c) extracted respiratory signal; (d) part of extracted respiratory signal
    Flowchart of vibration measurement based on adaptive seed point matching algorithm
    Fig. 3. Flowchart of vibration measurement based on adaptive seed point matching algorithm
    Calculation result of digital image correlation algorithm. (a) Correlation coefficient distribution;
    Fig. 4. Calculation result of digital image correlation algorithm. (a) Correlation coefficient distribution;
    Flowchart of visual microphone scheme[17]
    Fig. 5. Flowchart of visual microphone scheme[17]
    Combined detection scheme of photodiode and spatial light modulator
    Fig. 6. Combined detection scheme of photodiode and spatial light modulator
    Optimization of photodiode detection scheme
    Fig. 7. Optimization of photodiode detection scheme
    Schematic diagram of experimental setup for line array CCD imaging
    Fig. 8. Schematic diagram of experimental setup for line array CCD imaging
    Experimental setup, signal processing procedure, and typical results[25]
    Fig. 9. Experimental setup, signal processing procedure, and typical results[25]
    Average displacement error for different sub-block sizes
    Fig. 10. Average displacement error for different sub-block sizes
    Restoration of single frequency vibration signal by phase correlation method. (a) 300 Hz-1.5 kHz; (b) 3 kHz-7 kHz; (c) 12 kHz-20 kHz
    Fig. 11. Restoration of single frequency vibration signal by phase correlation method. (a) 300 Hz-1.5 kHz; (b) 3 kHz-7 kHz; (c) 12 kHz-20 kHz
    Laser speckle microvibration signal extraction method based on deep neural network. (a) Structure of neural network; (b) flowchart of data processing
    Fig. 12. Laser speckle microvibration signal extraction method based on deep neural network. (a) Structure of neural network; (b) flowchart of data processing
    Schematic diagram of image exposure and readout of a rolling shutter camera[35]
    Fig. 13. Schematic diagram of image exposure and readout of a rolling shutter camera[35]
    Flowchart of signal extraction for Shearlet transform algorithm
    Fig. 14. Flowchart of signal extraction for Shearlet transform algorithm
    Photographs of the experiment. (a) Cantilever beam; (b) air compressor
    Fig. 15. Photographs of the experiment. (a) Cantilever beam; (b) air compressor
    Flowchart of signal extraction
    Fig. 16. Flowchart of signal extraction
    Detection systemDetectorsMaximum frame rate /(frame·s-1Reason analysisReference
    Global shutter camera imagingBasler A312f /Pixe LINK A741400/2480Cheap11
    Pixe LINK B741F3800High frame rate13
    Pixe LINK A741 /EHD-IK11122000/1027High frame rate12
    Phantom V310500Performance and efficiency19
    Mode-5KF10M2500High frame rate and fast20
    Manta G-145-30 fps320Cheap42
    Point Gray GS3U3-32S4C-C2300High frame rate15
    Phantom V1020000High frame rate17
    Photodiode flux measurementHamamatsu G8421-03100000000High sensibility22
    Thorlabs PDA36A10000000High sensibility23
    Line scan camera imagingTeledyne Dalsa Spyder 310000Cheap24
    Basler ral-2048gm51000High line rate25
    Photonfocus MV1-L2048-96-G220000Cheap with high line rate26
    Basler ral-2048gm51000High line rate27
    Basler ral-2048gm51000High line rate31
    Rolling shutter camera imagingPentax K-0160Cheap and Low power consumption17
    Flea3-U3-13S2C120High SNR39
    Basler acA3800-14uc15Small amount of data40
    Basler acA1300-60gm200Commercially availableUnpublished
    Table 1. Selection of detectors
    Detection systemAdvantageDis-advantageMethodDetection frequency /HzDetection distance /mReference
    Global shutter camera imaging

    Simple system;

    Easy to adjust

    Expensive;Large amount of data;Time-consuming to processCross-correlation20511
    Seed point matching18005013
    Peak centroid20004012
    Image correlation50019
    Singular value decomposition800<120
    Compressed sensing3200.842
    Optical flow method1000215
    Complex steerable pyramid1000<417
    Photodiode flux measurementCheap;Wide frequency rangeDifficult to alignSpatial light modulation50005022
    Correlation800523
    Line scan camera imagingHigh frame rateDifficulty in long-distance imaging alignmentCross-correlation centroids5000<30024
    Multi-channel fusion40005025
    Optical flow method10000226
    Phase correlation200001027
    Deep learning40005031
    Rolling shutter camera imagingCost-effective;High detection frequencySignal extraction is complexComplex steerable pyramid1000<417
    Shearlet transform500<139
    Image matching<150<140
    Centroid array matching350010Unpublished
    Table 2. Optical microvibration detection scheme
    Xiaozhong Wang, Rui Yu, Wei Guo, Xueyuan Huang, Wenchen Li, Cheng Wang. Research Progress in Microvibration Detection Technology Based on Laser Speckles[J]. Laser & Optoelectronics Progress, 2022, 59(14): 1415005
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