The Raspberry Pi auto-aligner: Machine learning for automated alignment of laser beams.
The Raspberry Pi auto-aligner: Machine learning for automated alignment of laser beams.
复制标题
Raspberry Pi 自动对准器：用于自动对准激光束的机器学习。
DOI：
--
复制
发表时间：
2020
影响因子：
1.6
通讯作者：
I. Hughes
中科院分区：
文献类型：
--
作者：
Renju S Mathew;Roshan O'Donnell;D. Pizzey;I. Hughes
我们提出了一种新的自动光束对准优化方案。该设备基于Raspberry Pi计算机、步进电机、商用光学机械和电子设备以及开源机器学习算法M-loop。我们提供了操作设备所需的定制硬件的原理图，并讨论了确定性能的诊断技术。光束自动对准装置已用于改善激光光束从手动优化的光纤对准到单模光纤的对准，迭代时间通常为20分钟。我们提供了一个这样的测量的示例数据来说明设备的性能。
We present a novel solution to automated beam alignment optimization. This device is based on a Raspberry Pi computer, stepper motors, commercial optomechanics and electronic devices, and the open-source machine learning algorithm M-LOOP. We provide schematic drawings for the custom hardware necessary to operate the device and discuss diagnostic techniques to determine the performance. The beam auto-aligning device has been used to improve the alignment of a laser beam into a single-mode optical fiber from manually optimized fiber alignment, with an iteration time of typically 20 minutes. We present example data of one such measurement to illustrate device performance.