13 citations · 27 across the 11 of their papers we have counts for
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eess.SP2026
Demodulation of chaotic signals using convolutional neural network
Mykola Kozlenko, Emrullah Demiral, Anton Yudhana
Chaotic modulation is an effective communication technique that exploits deterministic chaos to produce pseudo-random signals. A widely adopted approach involves modulation of the…
eess.SP2025
Supervised machine learning based signal demodulation in chaotic communications
Mykola Kozlenko
A chaotic modulation scheme is an efficient wideband communication method. It utilizes the deterministic chaos to generate pseudo-random carriers. Chaotic bifurcation parameter mod…
eess.SP2025★ 7 cited
Software defined demodulation of multiple frequency shift keying with dense neural network for weak signal communications
Mykola Kozlenko, Vira Vialkova
In this paper we present the symbol and bit error rate performance of the weak signal digital communications system. We investigate orthogonal multiple frequency shift keying modul…