Laser Journal, Volume. 45, Issue 6, 70(2024)
Weak feedback self-mixing interference signal filtering method based on deep learning
[1] [1] Sun W, Liu J, Gui H, et al. Simultaneous measurement of vibration amplitude and rotation angle based on a single-channel laser self-mixing interferometer[J]. Chinese Optics Letters, 2016, 14: 021201.
[2] [2] Taimre T, Nikolic M, Berting K, et al. Laser feedback interferometry: a tutorial on the self-mixing effect for coherent sensing[J]. Advances in Optics and Photonics, 2015, 7(3): 570-631.
[3] [3] Zhao Y, Xiang R, Chen J, et al. Absolute angle-measurement with a dihedral mirror of the multi-longitudinal mode laser self-mixing sensor[J]. Precision Engineering, 2021, 68: 256-261.
[4] [4] Hua Z, Zhu K, Wang Y, et al. Contrast-enhanced ultrasound-modulated laser feedback imaging with microbubbles[J]. Optics and Lasers in Engineering, 2022, 157:1101-1109.
[5] [5] Zhao Y, Guo Y, Wang C, et al. Design and experimental study of the biorthogonal linkage laser self-mixing angle sensor[J]. Optics Communications, 2020, 475: 126248-126248.
[6] [6] Sadiq M, Amin S, Ahmad Z, et al. Fast and highly accurate phase unwrapping algorithm for displacement retrieval using self-mixing interferometry sensor[J]. Optical Materials, 2022, 129:05138-05142.
[7] [7] Amin S. Implementation of hilbert transform based high-resolution phase unwrapping method for displacement retrieval using laser self mixing interferometry sensor[J]. Optics and Laser Technology, 2022, 149:06287-06293.
[8] [8] Dong T, Gao B, Chen S, et al. Quadrature phase detection based on phase shift of self-mixing interferometer for realtime displacement measurement[J]. Optics Communications, 2021, 498:01125-01130.
[9] [9] Zhao Y, Zhang B, Han L. Laser self-mixing interference displacement measurement based on VMD and phase unwrapping[J]. Optics Communications, 2020, 456:0124-0130.
[12] [12] Goodfellow I, Bengio Y, Courvile A. Deep Learning[M]. U. S. A: MIT Press, 2016.
[13] [13] An L, Liu B. Measuring parameters of laser self-mixing interferometry sensor based on back propagation neural network[J]. Optics Express, 2022, 30(11): 19134-19134.
[14] [14] Barland S, Gustave F. Convolutional neural network for self-mixing interferometric displacement sensing[J]. Optics Express, 2021, 29(8): 11433-11444.
[15] [15] Chen J, Wang X, Wu Y, et al. Self-mixing interferometry based on a phase decomposition neural network[J]. Optical Engineering, 2022, 61(05): 0560-0568.
[16] [16] Kou K, Wang C, Lian T, et al. Fringe slope discrimination in laser self - mixing interferometry using artificial neural network[J]. Optics and Laser Technology, 2020, 132:498-504.
[17] [17] Ahmed I, Zabit U, Salman A. Self-Mixing Interferometric Signal Enhancement Using Generative Adversarial Network for Laser Metric Sensing Applications[J]. IEEE Access, 2019, 7: 174641-174650.
[18] [18] Donati S. Developing self-mixing interferometry for instrumentation and measurements[J]. Laser and Photonics Reviews, 2012, 6: 393-417.
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ZHAO Yan, LIN Maohua, LI Kangda, ZHA Chuanwu, ZHANG Zhengyang. Weak feedback self-mixing interference signal filtering method based on deep learning[J]. Laser Journal, 2024, 45(6): 70
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Received: Nov. 12, 2023
Accepted: Nov. 26, 2024
Published Online: Nov. 26, 2024
The Author Email: Zhengyang ZHANG (fgoodferic@sina.com)