Takagi–Sugeno Fuzzy Nonlinear Control System for Optical Interferometry

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.

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Publication Details

Journal
Sensors
Published
2025-03-17
DOI
https://doi.org/10.3390/s25061853
Citations
4
Primary Topic
Geophysics and Sensor Technology
Type
article
Field-Weighted Citation Impact
4.58
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article

Takagi–Sugeno Fuzzy Nonlinear Control System for Optical Interferometry

Cláudio Kitano, Stephany de Souza Lyra, Luiz H. V. Felão, Marcelo Carvalho Minhoto Teixeira et al.
4 citations
Sensors
Geophysics and Sensor Technology
4.58
article

Takagi–Sugeno Fuzzy Nonlinear Control System for Optical Interferometry

Cláudio Kitano, Stephany de Souza Lyra, Luiz H. V. Felão, Marcelo Carvalho Minhoto Teixeira, Murilo Franco Coradini
article en
4 citations

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.

SensorsVol. 25(6)
Universidade Estadual Paulista (Unesp) (BR)
Openalex Percentile: Top 6%
Geophysics and Sensor Technology
4.58
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