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Adaptive wavefront correction using a VLSI implementation of the parallel gradient descent algorithm

机译:使用并行梯度下降算法的VLSI实现的自适应波前校正

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Abstract: An adaptive laser beam focusing system using a 127 channel liquid crystal phase modulator is presented. The controller for the system is a circuit built with prototype VLSI chips that implement the stochastic parallel gradient descent algorithm. The controller is driven by a scalar laser beam quality metric and can run at the rate of 150 kHz. The system performance is characterized and a secondary control loop manipulating one of the algorithm parameters is experimentally investigated. The performance of the system is reported and performance improvements obtained by using the recent history of the beam quality metric to control an algorithm parameter is demonstrated.!6
机译:摘要:提出了一种使用127通道液晶相位调制器的自适应激光聚焦系统。该系统的控制器是用原型VLSI芯片构建的电路,该原型实现了随机并行梯度下降算法。该控制器由标量激光束质量度量标准驱动,并且可以150 kHz的速率运行。对系统性能进行了表征,并通过实验研究了控制算法参数之一的辅助控制回路。报告了系统的性能,并演示了通过使用光束质量度量的最新历史来控制算法参数而获得的性能改进。!6

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