Sirvi Autor "Karpenko, Roman" järgi

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    Drone Sound Recognition System Using Machine Learning
    (Tartu Ülikool, 2024) Karpenko, Roman; Aljanaki, Anna, juhendaja; Tartu Ülikool. Loodus- ja täppisteaduste valdkond; Tartu Ülikool. Arvutiteaduse instituut
    Radar-based detection systems are expensive, and it is currently not possible to cover all of the combat territory with them. However, modern warfare employs numerous aerial strikes with drones. In this thesis, we develop a proof-of-concept system that can detect Shaheed drones and distinguish their sound from airplane and helicopter sounds. Shaheed drones are used in the Russo-Ukrainian war against Ukraine. We test several approaches and find that specific drone can be identified well enough using only sound.