• Acta Optica Sinica
  • Vol. 36, Issue 12, 1201001 (2016)
Li Xingke* and He Yuntao
Author Affiliations
  • [in Chinese]
  • show less
    DOI: 10.3788/aos201636.1201001 Cite this Article Set citation alerts
    Li Xingke, He Yuntao. Performance of Stochastic Parallel Gradient Descent Algorithm in Coherent Combination[J]. Acta Optica Sinica, 2016, 36(12): 1201001 Copy Citation Text show less
    References

    [1] Xiao Rui, Hou Jing, Jiang Zongfu. Experimental investigation of phase detection and compensation in coherent combining of fiber laser array[J]. Acta Physica Sinica, 2006, 55(1): 184-187.

    [2] Liang Yonghui, Wang Sanhong, Long Xuejun, et al. Experimental explorations of the laser beam cleanup system based on stochastic parallel gradient descent algorithm[J]. Acta Optica Sinica, 2008, 28(4): 613-618.

    [3] Wang Sanhong, Liang Yonghui, Long Xuejun, et al. Multilevel wavefront correction technique based on stochastic parallel gradient descent algorithm[J]. Chinese J Lasers, 2009, 36(5): 1091-1096.

    [4] Schuetz C A, Mirotznik M S, Shi S, et al. Applications of optical upconversion to sparse aperture millimeter-wave imaging[C]. SPIE, 2005, 5989: 59891C.

    [5] Schuetza C A, Mirotznikb M S, Shia S, et al. Optical techniques for sparse-aperture millimeter-wave imaging[C]. SPIE, 2006, 6211: 62110G.

    [6] He Y, Huang H, Jiang Y, et al. Optical phase control for MMW sparse aperture upconversion imaging[J]. Chinese Optics Letters, 2014, 12(5): 051101.

    [7] Wang X L, Zhou P, Ma H, et al. Synchronization and coherent combining of two pulsed fiber ring lasers based on direct phase modulation[J]. Chinese Physics Letters, 2009, 26(5): 054211-054212.

    [8] Xiao Rui. Coherent combining technology of master oscillator power amplifier fiber arrays[D]. Changsha: National University of Defense Technology, 2007: 1-56.

    [9] Goodno G D, McNaught S J, Rothenberg J E, et al. Active phase and polarization locking of a 1.4 kW fiber amplifier[J]. Optics Letters, 2010, 35(10): 1542-1544.

    [10] Liu L, Loizos D N, Vorontsov M A. Coherent combining of multiple beams with multi-dithering technique: 100 kHz closed-loop compensation demonstration[C]. SPIE, 2007, 6708: 67080D.

    [11] Shay T M, Benham V. A novel technique for phase locking optical fiber arrays[C]. SPIE, 2004, 5550: 313-319.

    [12] Zhou P, Wang X, Ma Y, et al. Stable coherent beam combination by active phasing a mutual injection-locked fiber laser array[J]. Optics Letters, 2010, 35(7): 950-952.

    [13] Vorontsov M A, Weyrauch T, Beresnev L A, et al. Adaptive array of phase-locked fiber collimators: Analysis and experimental demonstration[J]. IEEE Journal of Selected Topics in Quantum Electronics, 2009, 15(2): 269-280.

    [14] Kansky J E, Charles X Y, Murphy D V, et al. Beam control of a 2D polarization maintaining fiber optic phased array with high-fiber count[C]. SPIE, 2006, 6306: 63060G.

    [15] Liu Zejin, Zhou Pu, Hou Jing, et al. Research of coherent beam combining using actively phase-controlling[J]. Chinese J Lasers, 2009, 36(3): 518-524.

    [16] Li X, Ma Y, Zhou P, et al. Coherent beam combining with double stochastic approximation based on logic comparison algorithm[J]. Optics Express, 2009, 17(2): 385-394.

    [17] Mu Jie, Jing Feng, Wang Xiao, et al. Error control of piston and tilt based on SPGD in coherent beam combination[J]. Chinese J Lasers, 2014, 41(6): 0602002.

    [18] Cheng Bo, Yang Jing, Li Xinyang, et al. Adaptive optics control technique based on orthogonal mode perturbance gradient descent algorithm[J]. Acta Optica Sinica, 2015, 35(8): 0801004.

    [19] Wang Xiaolin. Study on optimization algorithm based adaptive optics in laser phased array[D]. Changsha: National University of Defense Technology, 2011: 3-20.

    [20] Zhou Pu, Liu Zejin, Wang Xiaolin, et al.. Theoretical and experimental investigation on coherent beam combining of fiber lasers using SPGD algorithm[J]. Acta Optica Sinica, 2009, 29(8): 2232-2237.

    [21] Wang Xiaolin, Zhou Pu, Ma Yanxing, et al. Phase control of coherent fiber laser array using stochastic parallel gradient descent algorithm and its application[J]. Acta Optica Sinica, 2010, 30(10): 2874-2878.

    [22] Fan Ling, Qiao Chunhong, Feng Xiaoxing, et al. Elementary study turbulence effects resulted from laser propagation in the atmosphere based on the stochastic parallel gradient descent algorithm[J]. Journal of Atmospheric and Environmental Optics, 2009, 4(3): 183-189.

    [23] Chen Bo, Li Xinyang, Jiang Wenhan. Optimization of stochastic parallel gradient descent algorithm for adaptive optics in atmospheric turbulence[J]. Chinese J Lasers, 2010, 37(4): 959-964.

    [24] Peng Hao. Research of the stochastic parallel gradient descent algorithm for wavefront control technique[D]. Changsha: National University of Defense Technology, 2008: 19-35.

    [25] Vorontsov M A, Carhart G W, Cohen M, et al. Adaptive optics based on analog parallel stochastic optimization: Analysis and experimental demonstration[J]. Journal of the Optical Society of America A, 2000, 17(8): 1440-1453.

    [26] Fu Q, Pott J U, Shen F, et al. Stochastic parallel gradient descent optimization based on decoupling of the software and hardware[J]. Optics Communications, 2014, 310: 138-149.

    [27] Vorontsov M A, Carhart G W. Adaptive wavefront control with asynchronous stochastic parallel gradient descent clusters[J]. Journal of the Optical Society of America A, 2006, 23(10): 2613-2622.

    [28] Vorontsov M A, Sivokon V P. Stochastic parallel gradient descent technique for high resolution wave-front phase-distortion correction[J]. Journal of the Optical Society of America A, 1998, 15(10): 2745-2758.

    [29] Vorontsov M A. Decoupled stochastic parallel gradient descent optimization for adaptive optics: Integrated approach for wave-front sensor information fusion[J]. Journal of the Optical Society of America A, 2002, 19(2): 356-368.

    [30] Liu Lei. Research on laser beam shaping technique based on stochastic parallel gradient descent algorithm[D]. Changchun: Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, 2013: 13-34.

    [31] Spall J C. Multivariate stochastic approximation using a simultaneous perturbation gradient approximation[J]. IEEE Transactions on Automatic Control, 1992, 37(3): 332-341.

    [32] Dembo A, Kailath T. Model-free distributed learning[J]. IEEE Transactions on Neural Networks, 1990, 1(1): 58-70.

    CLP Journals

    [1] Tonglu Wang, Xinpeng Sun, Ye Li, Junfeng Shi, Lin Xu, Zhaoyang Li, Yannan Zang. Simulation of Coherent Propagation of Nineteen-Laser-Beam Array[J]. Laser & Optoelectronics Progress, 2019, 56(11): 110601

    [2] Tonglu Wang, Xinpeng Sun, Ye Li, Junfeng Shi, Lin Xu, Zhaoyang Li, Yannan Zang. Simulation of Coherent Propagation of Nineteen-Laser-Beam Array[J]. Laser & Optoelectronics Progress, 2019, 56(11): 110601

    Li Xingke, He Yuntao. Performance of Stochastic Parallel Gradient Descent Algorithm in Coherent Combination[J]. Acta Optica Sinica, 2016, 36(12): 1201001
    Download Citation