Hi-Accuracy Method for Spectrum Shift Determination

A new hi-accuracy method for slight-shift determination of low-resolution spectra is proposed. The method allows determining a spectrum shift with an accuracy exceeding the spectrum analyzer resolution to more than three orders of magnitude due to the mathematical post-processing. The method is base...

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Main Authors: Nadezhda Pavlycheva, Ayna Niyazgulyyewa, Airat Sakhabutdinov, Vladimir Anfinogentov, Oleg Morozov, Timur Agliullin, Bulat Valeev
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Fibers
Subjects:
Online Access:https://www.mdpi.com/2079-6439/11/7/60
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author Nadezhda Pavlycheva
Ayna Niyazgulyyewa
Airat Sakhabutdinov
Vladimir Anfinogentov
Oleg Morozov
Timur Agliullin
Bulat Valeev
author_facet Nadezhda Pavlycheva
Ayna Niyazgulyyewa
Airat Sakhabutdinov
Vladimir Anfinogentov
Oleg Morozov
Timur Agliullin
Bulat Valeev
author_sort Nadezhda Pavlycheva
collection DOAJ
description A new hi-accuracy method for slight-shift determination of low-resolution spectra is proposed. The method allows determining a spectrum shift with an accuracy exceeding the spectrum analyzer resolution to more than three orders of magnitude due to the mathematical post-processing. The method is based on representing the spectrum as a continuous and everywhere differentiable function; expanding it into the Taylor series; approximating all the function derivatives by finite differences of a given order. Thereafter, the spectrum shift is determined using the least-squares method. The method description, its mathematical foundation and the simulation results are given. The advantages of the application of the proposed method are shown.
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spelling doaj.art-8339035e8c0e439aade2340038fc13182023-11-18T19:17:13ZengMDPI AGFibers2079-64392023-07-011176010.3390/fib11070060Hi-Accuracy Method for Spectrum Shift DeterminationNadezhda Pavlycheva0Ayna Niyazgulyyewa1Airat Sakhabutdinov2Vladimir Anfinogentov3Oleg Morozov4Timur Agliullin5Bulat Valeev6Department of Radiophotonics and Microwave Technologies, Kazan National Research Technical University Named after A.N. Tupolev-KAI, 10 K. Marx St., 420111 Kazan, RussiaDepartment of Radio Communication and Radio Technology Systems, Institute of Telecommunications and Informatics of Turkmenistan, 68 Magtymguly Avenue, Ashgabat 744000, TurkmenistanDepartment of Radiophotonics and Microwave Technologies, Kazan National Research Technical University Named after A.N. Tupolev-KAI, 10 K. Marx St., 420111 Kazan, RussiaDepartment of Radiophotonics and Microwave Technologies, Kazan National Research Technical University Named after A.N. Tupolev-KAI, 10 K. Marx St., 420111 Kazan, RussiaDepartment of Radiophotonics and Microwave Technologies, Kazan National Research Technical University Named after A.N. Tupolev-KAI, 10 K. Marx St., 420111 Kazan, RussiaDepartment of Radiophotonics and Microwave Technologies, Kazan National Research Technical University Named after A.N. Tupolev-KAI, 10 K. Marx St., 420111 Kazan, RussiaDepartment of Radiophotonics and Microwave Technologies, Kazan National Research Technical University Named after A.N. Tupolev-KAI, 10 K. Marx St., 420111 Kazan, RussiaA new hi-accuracy method for slight-shift determination of low-resolution spectra is proposed. The method allows determining a spectrum shift with an accuracy exceeding the spectrum analyzer resolution to more than three orders of magnitude due to the mathematical post-processing. The method is based on representing the spectrum as a continuous and everywhere differentiable function; expanding it into the Taylor series; approximating all the function derivatives by finite differences of a given order. Thereafter, the spectrum shift is determined using the least-squares method. The method description, its mathematical foundation and the simulation results are given. The advantages of the application of the proposed method are shown.https://www.mdpi.com/2079-6439/11/7/60mathematical modelingspectrum shift determiningsubpixel spectrum processing methodshigh-precision measurementsdistributed sensor systemsfiber optic sensor systems
spellingShingle Nadezhda Pavlycheva
Ayna Niyazgulyyewa
Airat Sakhabutdinov
Vladimir Anfinogentov
Oleg Morozov
Timur Agliullin
Bulat Valeev
Hi-Accuracy Method for Spectrum Shift Determination
Fibers
mathematical modeling
spectrum shift determining
subpixel spectrum processing methods
high-precision measurements
distributed sensor systems
fiber optic sensor systems
title Hi-Accuracy Method for Spectrum Shift Determination
title_full Hi-Accuracy Method for Spectrum Shift Determination
title_fullStr Hi-Accuracy Method for Spectrum Shift Determination
title_full_unstemmed Hi-Accuracy Method for Spectrum Shift Determination
title_short Hi-Accuracy Method for Spectrum Shift Determination
title_sort hi accuracy method for spectrum shift determination
topic mathematical modeling
spectrum shift determining
subpixel spectrum processing methods
high-precision measurements
distributed sensor systems
fiber optic sensor systems
url https://www.mdpi.com/2079-6439/11/7/60
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AT airatsakhabutdinov hiaccuracymethodforspectrumshiftdetermination
AT vladimiranfinogentov hiaccuracymethodforspectrumshiftdetermination
AT olegmorozov hiaccuracymethodforspectrumshiftdetermination
AT timuragliullin hiaccuracymethodforspectrumshiftdetermination
AT bulatvaleev hiaccuracymethodforspectrumshiftdetermination