Field Programmable Gate Array-Based Control Systems for Highly Stable Laser Applications

IF 3.9 Q2 MATERIALS SCIENCE, MULTIDISCIPLINARY
Prosenjit Majumder, Rakesh Tirupathi
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引用次数: 0

Abstract

This review presents a comprehensive overview of field-programmable gate array (FPGA)-based laser frequency stabilization systems employing modulation-based spectroscopy techniques. The transition from traditional analog servo controllers to digital and hybrid FPGA-based architectures is discussed, highlighting the advantages of FPGAs in terms of low latency, high bandwidth, flexibility, and long-term stability. Particular emphasis is placed on modulation transfer spectroscopy, which has emerged as one of the most widely used and robust approaches for high-precision laser frequency locking due to its background-free error signals and reduced sensitivity to residual amplitude modulation. Representative system architectures, control strategies, and performance metrics reported in the literature are critically compared, with applications in atomic physics, quantum technologies, and high-resolution spectroscopy. Finally, emerging directions such as adaptive digital control and machine-learning-assisted optimization are discussed as future perspectives for FPGA-based laser stabilization systems.

Abstract Image

Abstract Image

高稳定激光应用的现场可编程门阵列控制系统
本文综述了基于现场可编程门阵列(FPGA)的激光稳频系统,该系统采用基于调制的光谱技术。讨论了从传统的模拟伺服控制器到数字和基于fpga的混合架构的转变,强调了fpga在低延迟、高带宽、灵活性和长期稳定性方面的优势。特别强调的是调制转移光谱,由于其无背景误差信号和降低对残余调幅的灵敏度,它已成为高精度激光频率锁定中应用最广泛和最强大的方法之一。代表性的系统架构,控制策略,并在文献中报告的性能指标进行了严格的比较,在原子物理,量子技术和高分辨率光谱学的应用。最后,讨论了自适应数字控制和机器学习辅助优化等新兴方向,作为基于fpga的激光稳定系统的未来发展方向。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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