Infrared and Laser Engineering, Volume. 51, Issue 8, 20210697(2022)
Adaptive optimization of SPGD method in wavefront distortion correction of space light
[1] Wang X Y, Xu G K. Design of optical system of high isolation laser communication terminal[J]. Infrared and Laser Engineering, 50, 20200521(2021).
[2] Li B, Wang T F, Wang D N, et al. Simulation of laser beam propagation through turbulence[J]. Chinese Optics, 5, 289-295(2012).
[3] Ma S Q, Yang P, Lai B, et al. Slab laser beam cleanup based on efficient stochastic parallel gradient descent algorithm[J]. Chinese Journal of Lasers, 47, 0805001(2020).
[4] Fang Z, Xu X X, Li X, et al. SPGD algorithm with adaptive gain[J]. Infrared and Laser Engineering, 49, 20200274(2020).
[5] Long B J, Ou L, Xiang R J, et al. Optimization of control strategy for FSM system by using simulated annealing algorithm[J]. Optics and Precision Engineering, 24, 2232-2239(2016).
[6] Chen H, Ye D, Chen G, et al. Digital image correlation search method based on genetic algorithm[J]. Optics and Precision Engineering, 15, 1633-1637(2007).
[7] Song J K, Li Y Y, Che D B, et al. Numerical and experimental study on coherent beam combining using an improved stochastic parallel gradient descent algorithm[J]. Laser Physics, 30, 085102(2020).
[8] Che D B, Li Y Y, Wu Y H, et al. Theory of AdmSPGD algorithm in fiber laser coherent synthesis[J]. Optics Communications, 492, 126953(2021).
[9] Yang G Q, Liu L S, Jiang Z H, et al. Improved SPGD algorithm to avoid local extremum for incoherent beam combining[J]. Optics Communications, 382, 547-555(2017).
[10] Wu K N, Sun Y, Huai Y, et al. Multi-perturbation stochastic parallel gradient descent method for wavefront correction[J]. Optics Express, 23, 2933-2944(2015).
[11] Huang G, Geng C, Li F, et al. Adaptive SMF coupling based on precise-delayed SPGD algorithm and its application in free space[J]. IEEE Photonics Journal, 10, 1-12(2018).
[12] Hu Q T, Zhen L L, Yao M, et al. Adaptive stochastic parallel gradient descent approach for efficient fiber coupling[J]. Optics Express, 28, 13141-13154(2020).
[13] Zhuang J T, Tang T, Ding Y F, et al. AdaBelief optimizer: Adapting stepsizes by the belief in observed gradients[J]. arXiv preprint arXiv, 2010.07468(2020).
[14] Gu H J, Liu M Q, Liu H Y, et al. An algorithm combining convolutional neural networks with SPGD for SLAO in FSOC[J]. Optics Communications, 475, 126243(2020).
[15] Wang W B, Zhao S, Guo J, et al. Convergence rate of stochastic parallel gradient descent algorithm based on Zernike mode[J]. Chinese Optics, 5, 407-415(2012).
Get Citation
Copy Citation Text
Hui Zhao, Kaida Kuang, Diankai Lv, Mengjie Yu, Jing An, Tianqi Zhang. Adaptive optimization of SPGD method in wavefront distortion correction of space light[J]. Infrared and Laser Engineering, 2022, 51(8): 20210697
Category: Optical communication and sensing
Received: Dec. 8, 2021
Accepted: --
Published Online: Jan. 9, 2023
The Author Email: