A survey on model-based, heuristic, and machine learning optimization approaches in RIS-aided wireless networks
Reconfigurable intelligent surfaces (RISs) have received considerable attention as a key
enabler for envisioned 6G networks, for the purpose of improving the network capacity …
enabler for envisioned 6G networks, for the purpose of improving the network capacity …
Large language model (llm) for telecommunications: A comprehensive survey on principles, key techniques, and opportunities
Large language models (LLMs) have received considerable attention recently due to their
outstanding comprehension and reasoning capabilities, leading to great progress in many …
outstanding comprehension and reasoning capabilities, leading to great progress in many …
Joint Beamforming Optimization Design and Performance Evaluation of RIS-Aided Wireless Networks: A Comprehensive State-of-the-Art Review
L Ibrahim, MN Mahmud, MFM Salleh… - IEEE Access, 2023 - ieeexplore.ieee.org
Reconfigurable intelligent surface (RIS) has emerged as a promising technology for
supporting sixth-generation (6G) wireless communication systems. RIS intelligently …
supporting sixth-generation (6G) wireless communication systems. RIS intelligently …
Interference Mitigation based on Joint Optimization of NTBS 3D Positions and RIS Reflection in Downlink NOMA HetNets
The next generation of wireless networks is poised to deliver dependable, extensive, and
extremely low-latency mobile broadband communications across various industries. In this …
extremely low-latency mobile broadband communications across various industries. In this …
Analysis and Optimization of RIS-Assisted Cell-Free Massive MIMO NOMA Systems
We consider a reconfigurable intelligent surface (RIS) assisted cell-free massive multiple-
input multiple-output non-orthogonal multiple access (NOMA) system, where each access …
input multiple-output non-orthogonal multiple access (NOMA) system, where each access …
An Overview of Machine Learning-Enabled Optimization for Reconfigurable Intelligent Surfaces-Aided 6G Networks: From Reinforcement Learning to Large …
Reconfigurable intelligent surface (RIS) becomes a promising technique for 6G networks by
reshaping signal propagation in smart radio environments. However, it also leads to …
reshaping signal propagation in smart radio environments. However, it also leads to …