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Chinese Optics Letters
Vol. 18, Issue 5, 050602 (2020)

Deep learning for position fixing in the micron scale by using convolutional neural networks

Hongye Li¹, Hu Liang⁴, Qihao Hu¹, Meng Wang^1、2、3, and Zefeng Wang^{1、2、3、*}

Author Affiliations

¹College of Advanced Interdisciplinary Studies, National University of Defense Technology, Changsha 410073, China

²State Key Laboratory of Pulsed Power Laser Technology, Changsha 410073, China

³Hunan Provincial Key Laboratory of High Energy Laser Technology, Changsha 410073, China

⁴Tianjin Navigation Instruments Research Institute, Tianjin 300131, China

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DOI: 10.3788/COL202018.050602 Cite this Article Set citation alerts

Hongye Li, Hu Liang, Qihao Hu, Meng Wang, Zefeng Wang. Deep learning for position fixing in the micron scale by using convolutional neural networks[J]. Chinese Optics Letters, 2020, 18(5): 050602 Copy Citation Text

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References

[1] H. Efendioglu. IEEE Sens. J., 17, 2055(2017).

[2] J. J. Wang, S. C. Yan, F. Xu. International Conference on Optical Communications & Networks, 1(2017).

[3] T. Zhong, Z. Yu, P. Lai. Asia Communications and Photonics Conference, M3A.3(2017).

[4] D. Loterie, D. Psaltis, C. Moser. Opt. Express, 25, 6263(2017).

[5] V. H. Arístizabal, F. J. Vélez, E. Rueda, N. D. Gómez, J. A. Gómez. Opt. Express, 24, 27225(2016).

[6] A. Rodríguez-Cuevas, E. R. Peña, L. Rodríguez-Cobo, M. Lomer, J. M. Higuera. J. Biomed. Opt., 22, 37001(2017).

[7] S. Ohayon, A. Caravaca-Aguirre, R. Piestun, J. J. DiCarlo. Biomed. Opt. Express, 9, 1492(2018).

[8] H. Li, Y. Liu, H. Liang, S. Han, Z. Wang. IEEE Photon. J., 10, 1(2018).

[9] L. Rodriguezcobo, M. Lomer, J. M. Lopezhiguera. J. Lightwave Technol., 33, 2591(2015).

[10] E. Fujiwara, M. F. Marques dos Santos, C. K. Suzuki. Appl. Opt., 56, 1585(2017).

[11] A. R. Cuevas, M. Fontana, L. Rodriguez-Cobo, M. Lomer, J. M. López-Higuera. J. Lightwave Technol., 36, 3733(2018).

[12] N. Borhani, E. Kakkava, C. Moser, D. Psaltis. Optica, 5, 960(2018).

[13] N. Shabairou, E. Cohen, O. Wagner, D. Malka, Z. Zalevsky. Opt. Lett., 43, 5603(2018).

[14] M. Yang, Z. H. Liu, Z. D. Cheng, J. S. Xu, C. F. Li, G. C. Guo. J. Phys. D: Appl. Phys., 52, 115105(2018).

[15] P. Wang, J. Di. Appl. Opt., 57, 8258(2018).

[16] A. Liu, T. Lin, H. Han, X. Zhang, Z. Chen, F. Gan, H. Lv, X. Liu. Opt. Express, 26, 22100(2018).

[17] Y. An, L. Huang, J. Li, J. Leng, L. Yang, P. Zhou. Opt. Express, 27, 10127(2019).

[18] Y. An, J. Li, L. Huang, L. Li, J. Leng, L. Yang, P. Zhou. Opt. Fiber Technol., 52, 101960(2019).

[19] Y. An, J. Li, L. Huang, J. Leng, L. Yang, P. Zhou. Opt. Express, 27, 18683(2019).

[20] T. Lin, A. Liu, X. Zhang, H. Li, L. Wang, H. Han, Z. Chen, X. Liu, H. Lv. Chin. Opt. Lett., 17, 100603(2019).

[21] X. Yang, S. Wei, S. Kou, F. Yuan, E. Cheng. Chin. Opt. Lett., 17, 090604(2019).

[22] Z. Zhu, L. Liu, Z. Liu, Y. Zhang, Y. Zhang. Opt. Lett., 42, 1982(2017).

[23] X. Fan, L. Guo, N. Han, Y. Wang, J. Shi, Y. Yuan. 2018 IEEE 22nd International Conference on Computer Supported Cooperative Work in Design (CSCWD), 69(2018).

[24] S. Li, Y. Tang, L. Zhang. IEEE Geosci. Remote Sens. Lett., 14, 1998(2017).

[25] Z. Liu, T. Wang, Y. Zhang, X. Tang, P. Liu, Y. Zhang, X. Yang, J. Zhang, J. Yang, L. Yuan. Chin. Opt. Lett., 16, 053501(2018).

CLP Journals

[1] Hua Shen, Jinming Gao. Deep learning virtual colorful lens-free on-chip microscopy[J]. Chinese Optics Letters, 2020, 18(12): 121705

Data from CrossRef

[1] Zihan Yang, Liangliang Gu, Han Gao, Haifeng Hu. Demodulation of Fiber Specklegram Curvature Sensor Using Deep Learning. Photonics, 10, 169(2023).

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Hongye Li, Hu Liang, Qihao Hu, Meng Wang, Zefeng Wang. Deep learning for position fixing in the micron scale by using convolutional neural networks[J]. Chinese Optics Letters, 2020, 18(5): 050602

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