A survey of deep learning architectures for intelligent reflecting surfaces
Intelligent reflecting surfaces (IRSs) have recently received significant attention for wireless
communications because it reduces the hardware complexity, physical size, weight, and …
communications because it reduces the hardware complexity, physical size, weight, and …
Going Beyond a Simple RIS: Trends and Techniques Paving the Path of Future RIS
K Shafique, M Alhassoun - IEEE Open Journal of Antennas …, 2024 - ieeexplore.ieee.org
To have uninterrupted wireless connectivity, higher throughput, and latency rate down to
nanoseconds; future networks will rely heavily on higher frequency bands, yet these signals …
nanoseconds; future networks will rely heavily on higher frequency bands, yet these signals …
Joint user and data detection in grant-free NOMA with attention-based BiLSTM network
We consider the multi-user detection (MUD) problem in uplink grant-free non-orthogonal
multiple access (NOMA), where the access point has to identify the total number and correct …
multiple access (NOMA), where the access point has to identify the total number and correct …
Machine learning for metasurfaces design and their applications
K Vijay Mishra, AM Elbir… - … Empowered by Artificial …, 2023 - Wiley Online Library
Metasurfaces are increasingly emerging as enabling technologies to meet the demands for
multi‐functional, small form‐factor, efficient, reconfigurable, tunable, and low‐cost radio …
multi‐functional, small form‐factor, efficient, reconfigurable, tunable, and low‐cost radio …
Channel Estimation in Wideband OFDM Systems with Large Array of Intelligent Reflectible Surfaces
B Kong, F Li, Q Zhong, J Feng… - … Conference on Intelligent …, 2023 - ieeexplore.ieee.org
Existing Intelligent Reflectible Surface (IRS)-assisted communication systems in which only
angular and delay parameters are taken into account for channel modeling array response …
angular and delay parameters are taken into account for channel modeling array response …