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首页> 外文期刊>Japanese Journal of Applied Physics. Part 1, Regular Papers & Short Notes >Autoadjusting the Photodetector in an Optical Head System for Optimum Focus
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Autoadjusting the Photodetector in an Optical Head System for Optimum Focus

机译:自动调整光学头系统中的光电探测器以获得最佳聚焦

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In the assembly of an optical head system, it is required to mount the photodetector integrated chip (PDIC) in the correct position so that the astigmatism phenomenon can be achieved. The conventional means of adjustment requires an experienced engineer to shift the PDIC in the three dimension (3D) space until the S-word profile is obtained. This paper proposes an automatic method for replacing an experienced engineer, which can be formulated as an optimization problem with parameters trained by a neural network method. During the training process, a convex cost function of the 3D position is established and the minimum of this function indicates the correct position of the PDIC. In the mounting stage, the steepest descent method is then applied to search for the optimum of the trained function, so that the PDIC is automatically mounted at the optimal position.
机译:在光学头系统的组装中,需要将光检测器集成芯片(PDIC)安装在正确的位置,以便可以实现像散现象。传统的调整方法需要经验丰富的工程师在三维(3D)空间中移动PDIC,直到获得S字轮廓。本文提出了一种自动替换经验丰富的工程师的方法,该方法可以用神经网络方法训练的参数来表示为优化问题。在训练过程中,建立了3D位置的凸成本函数,并且该函数的最小值表示PDIC的正确位置。在安装阶段,然后采用最速下降法来搜索训练功能的最佳值,以便将PDIC自动安装在最佳位置。

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