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.
Majumder et al. (Wed,) studied this question.