Nonlinear Filtration of Quasi-Gaussian Signals
| Autor: | Nikolay Nikolaevich Kucherov, Alexander O. Malofey, Oleg P. Malofey, Sergey Rassomahin, Elena Golimblevskaia |
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| Rok vydání: | 2021 |
| Předmět: |
Basis (linear algebra)
Mean squared error Gaussian 020206 networking & telecommunications 02 engineering and technology Signal Nonlinear system symbols.namesake Signal-to-noise ratio Modulation (music) 0202 electrical engineering electronic engineering information engineering symbols Applied mathematics 020201 artificial intelligence & image processing Transient response Mathematics |
| Zdroj: | 2021 IEEE Conference of Russian Young Researchers in Electrical and Electronic Engineering (ElConRus). |
| Popis: | The definition of quasi-Gaussian signals as one class of semicontinuous processes is given. On the basis of a nonlinear optimization problem and the method of variation calculus, the transient response of a nonlinear filter-discriminator is determined, which performs the functions of selective filtering and evaluating the signal value. The advantages of the obtained result in terms of the mean square error in comparison with the known filtering methods are shown. |
| Databáze: | OpenAIRE |
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