Training Machine Learning models at the Edge: A Survey

AR Khouas, MR Bouadjenek, H Hacid… - arxiv preprint arxiv …, 2024 - arxiv.org
Edge Computing (EC) has gained significant traction in recent years, promising enhanced
efficiency by integrating Artificial Intelligence (AI) capabilities at the edge. While the focus …

Supporting UAVs with Edge Computing: A Review of Opportunities and Challenges

M Janßen, T Pfandzelter, M Wang… - arxiv preprint arxiv …, 2023 - arxiv.org
Over the last years, Unmanned Aerial Vehicles (UAVs) have seen significant advancements
in sensor capabilities and computational abilities, allowing for efficient autonomous …

Hybrid Deep Reinforcement Learning for Enhancing Localization and Communication Efficiency in RIS-Aided Cooperative ISAC Systems

P Saikia, K Singh, WJ Huang… - IEEE Internet of Things …, 2024 - ieeexplore.ieee.org
In this paper, we propose a novel framework that combines simultaneous localization and
communication (SLAC) using a reconfigurable intelligent surface (RIS) aided integrated …

DRL-Based Robust Transmission for Sub-Connected Active RIS-Assisted Communications

V Sharma, A Paul, SK Singh, K Singh… - 2023 IEEE …, 2023 - ieeexplore.ieee.org
This work investigates the performance of a sub-connected active reconfigurable intelligent
surface (RIS)-assisted communications under imperfect channel state information (CSI). To …