LSTM-DNN-based joint wireless signal waveform classification and blind transmitter localization

V Shatov, N Shanin, B Perner, Y Su… - 2024 19th …, 2024 - ieeexplore.ieee.org
The steadily increasing number of wireless Internet of Things devices imposes new
challenges on spectrum monitoring and spectrum management tasks. In this paper, we …

[PDF][PDF] Dual-Task Supervised Learning for Distributed Spectrum Monitoring Applications

V Shatov, N Shanin, T Veihelmann, B Perner… - 2025 - researchgate.net
This paper examines a novel data-driven framework for spectrum monitoring in the context
of non-public networks. To this end, we model an indoor scenario with a single non …