Mehmet Ali Aygul

Efficient Spectrum Occupancy Prediction Exploiting Multidimensional Correlations through Composite 2D-LSTM Models †

Daniel Benevides da Costa, Huseyin Arslan, Mahmoud Nazzal, 2020, Sensors.

Estimating Sparsity Level for Enabling Compressive Sensing of Wireless Channels and Spectra in 5G and Beyond

Huseyin Arslan, Mahmoud Nazzal, Mehmet Ali Aygul, 2020, 2012.10082.

Sparsifying Dictionary Learning for Beamspace Channel Representation and Estimation in Millimeter-Wave Massive MIMO

Huseyin Arslan, Mahmoud Nazzal, Mehmet Ali Aygul, 2020 .

Deep Learning-Based Optimal RIS Interaction Exploiting Previously Sampled Channel Correlations

Huseyin Arslan, Mahmoud Nazzal, Mehmet Ali Aygul, 2020, 2021 IEEE Wireless Communications and Networking Conference (WCNC).

Joint Estimation of Multiple RF Impairments Using Deep Multi-Task Learning

Ebubekir Memisoglu, Mehmet Ali Aygul, Huseyin Arslan, 2021, 2022 IEEE Wireless Communications and Networking Conference (WCNC).

Sparsifying Dictionary Learning for Beamspace Channel Representation and Estimation in Millimeter-Wave Massive MIMO

Mehmet Ali Aygul, H. Arslan, Mahmoud Nazzal, 2020, 2007.12680.

Centralized and Decentralized ML-Enabled Integrated Terrestrial and Non-Terrestrial Networks

Mehmet Ali Aygul, H. Arslan, H. A. Çırpan, 2022, 2207.11028.