Alkhafaji, M.J.A., Mohammed, R.N., Mohammed, H.C. and Abed, M.A.N. 2025. A Lightweight 1D CNN for Unified Real-Time Communication Signal Classification and Denoising in Low-SNR Edge Environments. Buletin Ilmiah Sarjana Teknik Elektro. 7, 3 (Sep. 2025), 496–508. DOI:https://doi.org/10.12928/biste.v7i3.13789.