Browsing by Author "Myronchuk, O.Y."

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    Application of neural networks for solving interpolation tasks
    (National Aviation University, 2021) Strukov, D.D.; Myronchuk, O.Y.
    Artificial neural networks (ANN) are fundamental solution for most of nowadays algorithmic and optimization problems. The most frequently encountered artificial neuron models are neurons with multiple inputs and single output, named feedforward neural network (FNN).
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    Two-stage optimal algorithm of joint estimation of information symbols and channel frequency response in OFDM systems
    (National Aviation University, 2021) Myronchuk, O.Y.
    Orthogonal frequency division multiplexing (OFDM) is widely used in modern digital communication systems such as digital video and audio broadcasting (ISDB-T, DVB-T, DVB-T2, DRM, DAB), wireless broadband networks (IEEE 802.16), local area networks (IEEE 802.11a, g, n), mobile communication systems (LTE, LTE Advanced) and other. The main advantages of OFDM are high spectrum efficiency and possibility to provide high data transmitting speeds.