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用于光学干涉测量的高木-菅野模糊非线性控制系统。

Takagi-Sugeno Fuzzy Nonlinear Control System for Optical Interferometry.

作者信息

Coradini Murilo Franco, Felão Luiz Henrique Vitti, Lyra Stephany de Souza, Teixeira Marcelo Carvalho Minhoto, Kitano Claudio

机构信息

Electrical Engineering Department, School of Engineering, São Paulo State University (UNESP), Ilha Solteira 15385-007, SP, Brazil.

出版信息

Sensors (Basel). 2025 Mar 17;25(6):1853. doi: 10.3390/s25061853.

DOI:10.3390/s25061853
PMID:40292987
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11945340/
Abstract

The Takagi-Sugeno (T-S) fuzzy control is a nonlinear method that uses a combination of linear controllers as its control law. This method has been applied in various fields of scientific research: buck converters, biomedicine, civil engineering, etc. To the best of the authors' knowledge, although works on traditional fuzzy control and optical interferometry have already been published, this is the first time that T-S fuzzy (specifically) is applied to demodulate interferometry signals. Through a proof-of-concept experiment, the paper describes the fusion of an open-loop interferometer with an external closed-loop digital observer based on T-S fuzzy (both simple and inexpensive), which actuates like a closed-loop interferometer (but without its drawbacks). The observer design is based on stability conditions using linear matrix inequalities (LMIs) solutions. The system is maintained at the optimal 90∘ operation point (compensating for environmental drifts) and enables the demodulation of optical phase signals with low modulation index. Simulations and measurements were performed by using a Michelson interferometer, verifying that the method demodulates signals up to π/2 rad amplitudes and higher than 100 Hz frequencies (with maximum error of 0.45%). When compared to the important arc tangent method, both presented the same frequency response for the test PZT actuator.

摘要

高木-菅野(T-S)模糊控制是一种非线性方法,它将线性控制器组合作为其控制律。该方法已应用于各个科研领域:降压转换器、生物医学、土木工程等。据作者所知,尽管关于传统模糊控制和光学干涉测量的研究已经发表,但这是首次将T-S模糊(具体而言)应用于解调干涉测量信号。通过一个概念验证实验,本文描述了一种基于T-S模糊(既简单又廉价)的开环干涉仪与外部闭环数字观测器的融合,其工作方式类似于闭环干涉仪(但没有其缺点)。观测器设计基于使用线性矩阵不等式(LMI)解的稳定性条件。该系统保持在最佳90°工作点(补偿环境漂移),并能够解调低调制指数的光学相位信号。使用迈克尔逊干涉仪进行了仿真和测量,验证了该方法能够解调幅度高达π/2弧度且频率高于100Hz的信号(最大误差为0.45%)。与重要的反正切方法相比,两者在测试PZT致动器时呈现相同的频率响应。

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