81 citations · 130 across the 5 of their papers we have counts for
5 papers
Deep Reinforcement Learning for Interference Suppression in RIS-Aided Space-Air-Ground Integrated Networks
Pujitha Mamillapalli, Shikhar Verma, Tiago Koketsu Rodrigues +1
Future 6G networks envision ubiquitous connectivity through space-air-ground integrated networks (SAGINs), where high-altitude platform stations (HAPSs) and satellites complement t…
DFCA: Decentralized Federated Clustering Algorithm
Jonas Kirch, Sebastian Becker, Tiago Koketsu Rodrigues +1
Clustered Federated Learning has emerged as an effective approach for handling heterogeneous data across clients by partitioning them into clusters with similar or identical data d…
A Survey on Multi-AP Coordination Approaches over Emerging WLANs: Future Directions and Open Challenges
Shikhar Verma, Tiago Koketsu Rodrigues, Yuichi Kawamoto +2
Recent advancements in wireless local area network (WLAN) technology include IEEE 802.11be and 802.11ay, often known as Wi-Fi 7 and WiGig, respectively. The goal of these developme…
Smart Handover with Predicted User Behavior using Convolutional Neural Networks for WiGig Systems
Tiago Koketsu Rodrigues, Shikhar Verma, Yuichi Kawamoto +3
WiGig networks and 60 GHz frequency communications have a lot of potential for commercial and personal use. They can offer extremely high transmission rates but at the cost of low…
Quantum Multi-Agent Actor-Critic Networks for Cooperative Mobile Access in Multi-UAV Systems
Chanyoung Park, Won Joon Yun, Jae Pyoung Kim +4
This paper proposes a novel algorithm, named quantum multi-agent actor-critic networks (QMACN) for autonomously constructing a robust mobile access system employing multiple unmann…