Pervasive machine learning for smart radio environments enabled by reconfigurable intelligent surfaces GC Alexandropoulos, K Stylianopoulos, C Huang, C Yuen, M Bennis, ... Proceedings of the IEEE 110 (9), 1494-1525, 2022 | 56 | 2022 |
Deep-learning-assisted configuration of reconfigurable intelligent surfaces in dynamic rich-scattering environments K Stylianopoulos, N Shlezinger, P del Hougne, GC Alexandropoulos ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 11 | 2022 |
Deep contextual bandits for orchestrating multi-user MISO systems with multiple RISs K Stylianopoulos, G Alexandropoulos, C Huang, C Yuen, M Bennis, ... ICC 2022-IEEE International Conference on Communications, 1556-1561, 2022 | 11 | 2022 |
Lyapunov-driven deep reinforcement learning for edge inference empowered by reconfigurable intelligent surfaces K Stylianopoulos, M Merluzzi, P Di Lorenzo, GC Alexandropoulos ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 5 | 2023 |
Online RIS configuration learning for arbitrary large numbers of 1-bit phase resolution elements K Stylianopoulos, GC Alexandropoulos 2022 IEEE 23rd International Workshop on Signal Processing Advances in …, 2022 | 4 | 2022 |
On the impact of control signaling in RIS-empowered wireless communications F Saggese, V Croisfelt, R Kotaba, K Stylianopoulos, GC Alexandropoulos, ... | 3 | 2024 |
A probabilistic clustering approach for detecting linear structures in two-dimensional spaces K Stylianopoulos, K Koutroumbas Pattern Recognition and Image Analysis 31, 671-687, 2021 | 3 | 2021 |
Autoregressive Attention Neural Networks for Non-Line-of-Sight User Tracking with Dynamic Metasurface Antennas K Stylianopoulos, M Bayraktar, N González-Prelcic, GC Alexandropoulos 2023 IEEE 9th International Workshop on Computational Advances in Multi …, 2023 | 2 | 2023 |
A framework for control channels applied to reconfigurable intelligent surfaces F Saggese, V Croisfelt, R Kotaba, K Stylianopoulos, GC Alexandropoulos, ... arXiv preprint arXiv:2303.16797, 2023 | 2 | 2023 |
-Bit SubTHz RIS with Planar Tightly Coupled Dipoles: Beam Shaping and Prototypes X Ma, Y Zhou, Q Luo, Y Ma, K Stylianopoulos, GC Alexandropoulos arXiv preprint arXiv:2402.08445, 2024 | 1 | 2024 |