Publications

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Deep residual network enhanced with multilevel residual-of-residual for automatic classification of radio signals for 5G and beyond systems

Scientific Reports | Vol. 16 | 2026

DOI: https://doi.org/10.1038/s41598-026-35306-x

Deep learning for enhancing automatic classification of M-PSK and M-QAM waveform signals dedicated to single-relay cooperative MIMO 5G systems

Scientific Reports | Vol. 15 | 2025

DOI: https://doi.org/10.1038/s41598-025-10738-z