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The research aims to develop a mathematical model for enhancing stochastic signal transmission amidst radio-electronic interference.

June 1, 2026Open Access

Математична Модель Передачі Стохастичних Сигналів В Умовах Завад

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The research aims to develop a mathematical model for enhancing stochastic signal transmission amidst radio-electronic interference.
Combined application of the Karhunen–Loev transform and adaptive Volterra series for signal processing.
Simulation modeling conducted using Python 3.11 for comparative analysis of traditional and proposed methods.
Multi-criteria optimization for dynamic adjustment of processing based on combat scenarios.
The proposed approach increases spectral efficiency and noise immunity compared to traditional methods.
Demonstrated adaptability in combat control information systems under varying interference conditions.
Efficient in addressing channel memory effects and non-linear distortions, creating viable applications in secure communication.

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Randomized trial evaluates a mathematical model enhancing signal transmission under radio interference, implying improved military control systems.

Гарячий et al. (2026) studied this question.

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Randomized trial evaluates a mathematical model enhancing signal transmission under radio interference, implying improved military control systems.