AI-Empowered RIS-Assisted Networks: CV-Enabled RIS ... - IEEE …
Jul 11, 2024 · This paper investigates artificial intelligence (AI) empowered schemes for reconfigurable intelligent surface (RIS) assisted networks from the perspective of fast …
AI-Empowered RIS-Assisted Networks: CV-Enabled RIS Selection …
Apr 18, 2024 · Abstract: This paper investigates artificial intelligence (AI) empowered schemes for reconfigurable intelligent surface (RIS) assisted networks from the perspective of fast …
RIS-Based on-the-Air Semantic Communications - IEEE Xplore
Apr 15, 2024 · With the rapid advancement of reconfigurable intelligence surfaces (RISs), a new approach with on-the-air diffractional deep neural networks $(\mathrm{D}^{2}\text{NN})$ can …
Interplay Between RIS and AI in Wireless Communications: …
This paper explores the road to implementing the combination of RIS and AI, more specifically, integrating AI-enabled technologies into RIS-based frameworks for maximizing the practicality …
Reconfigurable Intelligent Surface (RIS)-Assisted Non-Terrestrial ...
The synergy between RISs and MIMO systems, as well as advanced radio communications, highlights the importance of AI and ML in optimizing RIS-based beamforming. These …
Abstract—This paper investigates artificial intelligence (AI) empowered schemes for reconfigurable intelligent surface (RIS) assisted networks from the perspective of fast …
A Comprehensive Survey of Artificial Intelligence Advances in RIS ...
Aug 12, 2024 · We explore how AI enhances RIS functionality in wireless networks, optimizing key aspects such as channel estimation (CE), rate maximization, expanding coverage, energy …
AI Empowered RIS-Assisted NOMA Networks: Deep Learning or …
A reconfigurable intelligent surface (RIS)-assisted multi-user downlink communication system over fading channels is investigated, where both non-orthogonal multiple access (NOMA) and …
Phase Shift Design in RIS Empowered Wireless Networks: From
This paper provides a review of the current optimization methods and artificial-intelligence-based methods for handling the constraints imposed by RISs and compares them in terms of the …
Artificial intelligence for RIS-aided wireless communications - ITU
Fortunately, the impressive success of Artificial Intelligence (AI) in various fields has inspired its application in RIS-aided communications to address these challenges. In this paper, two pairs …