梯度下降
现场可编程门阵列
放大器
失真(音乐)
梁(结构)
功率(物理)
光纤激光器
计算机科学
相(物质)
光学
随机梯度下降算法
光纤
信号(编程语言)
算法
物理
电信
人工神经网络
计算机硬件
机器学习
量子力学
程序设计语言
带宽(计算)
作者
Zhimeng Huang,Xuan Tang,Diyu Zhang,X. Wang,Qingyuan Hu,Jiang Li,Chunzi Liu
标识
DOI:10.1364/jot.82.000016
摘要
Coherent beam combination of ten fiber arrays using a stochastic parallel gradient descent (SPGD) algorithm is demonstrated. A high speed phase controller has been designed and manufactured based on the SPGD algorithm and a field programmable gate array (FPGA). The signal processing speed of the FPGA circuit is 50 MHz and its iteration rate is more than 200 kHz. Experimental investigation on coherent beam combination of 10 fiber laser beams is successfully demonstrated, with imposing additional phase disturbances to mimic the phase noises in the high power fiber amplifiers. The combining efficiency is about 96.4% and 92.6% without/with additional phase distortion, corresponding to the RMS phase error of λ/35 and λ/23.
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