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REGRESSION FUNCTIONS AND LEAST-SQUARES METHOD IN PROBLEMS OF PARAMETRIC MODELING IN INFORMATION EXCHANGE SYSTEMS BY ACOUSTIC SIGNALS
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REGRESSION FUNCTIONS AND LEAST-SQUARES METHOD IN PROBLEMS OF PARAMETRIC MODELING IN INFORMATION EXCHANGE SYSTEMS BY ACOUSTIC SIGNALS
UDK 62 Инженерное дело. Техника в целом. Транспорт
Kropotov Yuriy 1
Kholkina Natalya 2
Authors:
1.  Murom Institute (Branch) of Stoletovs State University of Vladimir (Dep. “Electronics and Computer Engineering”, Head of the Department, Professor)

Murom, Vladimir, Russian Federation
2.  Murom Institute (Branch) of Stoletovs State University of Vladimir (Dep. “Electronics and Computer Engineering”, Senior lecturer)
employee

Murom, Vladimir, Russian Federation
Type:
Article
DOI:
https://doi.org/10.12737/article_5a795ff9cdcd84.67429059
Pages:
from 29 to 30
Status:
Published
Received:
06.02.2018
Accepted:
19.06.2018
Published:
19.06.2018
Subject area:
UDK 62 Инженерное дело. Техника в целом. Транспорт
Language:
Russian
Keywords:
akusticheskie signaly, lineynaya regressiya, nelineynaya regressiya, metod naimen'shih kvadratov, parametricheskoe modelirovanie, kvadratichnaya funkciya poter'
Abstract and keywords
Abstract (English):
Issleduyutsya resheniya zadachi vosstanovleniya zavisimostey metodom postroeniya funkcii regressii, metodom naimen'shih kvadratov. Rassmatrivaetsya ocenivanie parametrov akusticheskih signalov metodami parametricheskoy optimizacii. Rassmatrivayutsya metody regulyarizacii pri reshenii nekorrektnyh zadach vosstanovleniya zavisimostey lineynoy regressii. Issleduyutsya voprosy identifikacii processov i approksimacii.

Keywords:
akusticheskie signaly, lineynaya regressiya, nelineynaya regressiya, metod naimen'shih kvadratov, parametricheskoe modelirovanie, kvadratichnaya funkciya poter'
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References

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2. Grop, D. Metody identifikacii sistem / D. Grop. - M.: Mir, 1979. - 304 s.

3. Demidenko, E.Z. Optimizaciya i regressiya / E.Z. Demidenko. - M.: Nauka, 1989. - 296 s.

4. Bykov, A.A. Model' zakona raspredeleniya veroyatnosti amplitud signalov v bazise eksponencial'nyh funkciy sistemy / A.A. Bykov, Yu.A. Kropotov // Proektirovanie i tehnologiya elektronnyh sredstv. - 2007. - № 2. - S. 30-34.

5. Kropotov, Yu.A. Modelirovanie i metody issledovaniy akusticheskih signalov, shumov i pomeh v sistemah telekommunikaciy: monografiya / Yu.A. Kropotov, V.A. Ermolaev. - M.-Berlin: Direkt-Media, 2016. - 251 s.

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7. Kropotov, Yu.A. Algoritm opredeleniya parametrov eksponencial'noy approksimacii zakona raspredeleniya veroyatnosti amplitud rechevogo signala / Yu.A. Kropotov // Radiotehnika. - 2007. - № 6. - S. 44-47.

8. Kropotov, Yu.A. Metody optimizacii v zadachah lokal'noy approksimacii signalov / Yu.A. Kropotov, V.A. Ermolaev // V mire nauchnyh otkrytiy. - 2010. - № 6.1. - S. 44-47.

9. Kropotov, Yu.A. Voprosy parametricheskogo predstavleniya nestacionarnyh signalov / Yu.A. Kropotov, V.A. Ermolaev // Proektirovanie i tehnologiya elektronnyh sredstv. - 2010. - № 1. - S. 31-35.

10. Morozov, V.A. Regulyarnye metody resheniya nekorrektno postavlennyh zadach / V.A. Morozov. - M.: Nauka, 1987. - 240 s.

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