CONFERENCE PROCEEDINGS
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Petr A. Ermolaev
Engineer at ITMO Univ
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Publications (4)
Proceedings Article | 26 June 2017 Paper
Interferometric signals analysis based on the extended Kalman filter tuned by machine learning technique
Proceedings Volume 10329, 103293D (2017) https://doi.org/10.1117/12.2269653
KEYWORDS: Signal processing, Dynamical systems, Electronic filtering, Interferometry, Data processing, Filtering (signal processing), Nonlinear optics, Machine learning, Monte Carlo methods, Mathematical modeling, Signal analysis
Proceedings Article | 14 April 2017 Paper
Dynamic interference fringe processing algorithms based on non-linear optimization
Petr Ermolaev, Maxim Volynsky, Anna Tomarzhevskaya
Proceedings Volume 10337, 103370S (2017) https://doi.org/10.1117/12.2267985
KEYWORDS: Optimization (mathematics), Interferometry, Data processing, Filtering (signal processing), Signal processing, Error analysis, Signal to noise ratio, Nonlinear optics, Statistical analysis, Interference (communication)
Proceedings Article | 21 April 2016 Paper
Application of extended Kalman particle filter for dynamic interference fringe processing
Proceedings Volume 9917, 99173J (2016) https://doi.org/10.1117/12.2230911
KEYWORDS: Linear filtering, Interferometry, Signal processing, Particle filters, Data modeling, Filtering (signal processing), Data processing, Nonlinear filtering, Electronic filtering, Error analysis
Proceedings Article | 22 June 2015 Paper
Evaluation of interference fringe parameters using sequential Monte Carlo method
Petr Ermolaev, Maxim Volynsky, Pavel Skakov
Proceedings Volume 9525, 952533 (2015) https://doi.org/10.1117/12.2184578
KEYWORDS: Interferometry, Particle filters, Signal processing, Data processing, Interference (communication), Nonlinear filtering, Error analysis, Statistical analysis, Electronic filtering, Stochastic processes
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