5g Ve Sonrası Hücresel Haberleşme Sistemlerinde Makine Öğrenmesi Uygulamaları

A. Yazar, H. Arslan, “A Waveform Parameter Assignment Framework for 6G with the Role of Machine Learning,” IEEE Open Journal of Vehicular Technology, 1(1), 156-172, May 2020.
M. A. Aygul, M. Nazzal, H. Arslan, “Deep Learning-Based Optimal RIS Interaction Exploiting Previously Sampled Channel Correlations,” IEEE Wireless Communications and Networking Conference (WCNC), Mar. 29 – Apr. 1, 2021.
M. A. Aygul, S. B. Edibali, D. B.da Costa, H. F. Ates, H. Arslan “Signal Relation-Based Physical Layer Authentication,” IEEE International Conference on Communications (ICC), June 7-11, 2020.
A. Naeem, H. Arslan, “Joint Radar and Communication based Blind Signal Separation using a New Non-Linear Function for Fast-ICA,” IEEE Vehicular Technology Conference (VTC-Fall), Sep. 27-30, 2021.
M. Nazzal, M. A. Aygul, H. Arslan, “Sparse Coding with Enhanced Atom Selection for FDD Massive MIMO Channel Estimation,” IEEE Vehicular Technology Conference (VTC-Fall), Sep. 27-30, 2021.
M. Nazzal, M. A. Aygul, H. Arslan, “Estimation and Exploitation of Multidimensional Sparsity for MIMO-OFDM Channel Estimation,” IEEE Wireless Communications and Networking Conference (WCNC), Apr. 10-13, 2022.
M. A. Aygul, H. M. Furqan, M. Nazzal, H. Arslan, “Deep Learning Assisted Detection of PUEA and Jamming Attack in Cognitive Radio Systems,” IEEE Vehicular Technology Conference (VTC-Fall), Nov. 18 – Dec. 16, 2020.
M. A. Aygul, M. Nazzal H. Arslan, “Estimating Multi-Dimensional Sparsity Level for Spectrum Sensing,” IEEE Wireless Communications and Networking Conference (WCNC), Mar. 26-29, 2023.