Acta Optica Sinica, Volume. 44, Issue 14, 1400002(2024)
Research Progress in Orbital Angular Momentum Recognition for Laser Beams Based on Artificial Intelligence (Invited)
[34] Yin X L, Cui X Z, Chang H et al. Research progress of orbital angular momentum modes detecting technology based on machine learning[J]. Opto-Electronic Engineering, 47, 190584(2020).
[37] Wang J Q, Fu S Y, Li L et al. Advances in the compensation of distorted vortex beams through deep learning (invited)[J]. Infrared and Laser Engineering, 51, 20220221(2022).
[38] Fu S Y, Gao C Q. Generation and mode recognition method of vectorial vortex beams[J]. Acta Optica Sinica, 43, 1526001(2023).
[46] Mikolov T, Sutskever I, Chen K et al. Distributed representations of words and phrases and their compositionality[C], 3111-3119(2013).
[52] Vapnik V. Pattern recognition using generalized portrait method[J]. Automation and Remote Control, 24, 774-780(1963).
[55] Huang G B, Zhu Q Y, Siew C K. Extreme learning machine: a new learning scheme of feedforward neural networks[C], 985-990(2005).
[60] Hochreiter S, Schmidhuber J. Long short-term memory[J]. Neural Computation, 9, 1735-1780(1997).
[64] Fu S Y, Huang L, Lü Y L et al. Advances on the measurement of orbital angular momentum spectra for laser beams (invited)[J]. Infrared and Laser Engineering, 50, 20210145(2021).
[92] Wang P P, Liu J M, Sheng L J et al. Convolutional neural network-assisted optical orbital angular momentum recognition and communication[J]. IEEE Access, 7, 162025-162035(2025).
Get Citation
Copy Citation Text
Shiyun Zhou, Yishu Wang, Jinyu Yang, Chunqing Gao, Shiyao Fu. Research Progress in Orbital Angular Momentum Recognition for Laser Beams Based on Artificial Intelligence (Invited)[J]. Acta Optica Sinica, 2024, 44(14): 1400002
Category: Reviews
Received: Dec. 26, 2023
Accepted: Feb. 27, 2024
Published Online: Jul. 4, 2024
The Author Email: Fu Shiyao (fushiyao@bit.edu.cn)