7 citations · 14 across the 11 of their papers we have counts for
8 papers · 1 filter
Energy-Efficient Multi-Radio Microwave and IAB-Based Fixed Wireless Access for Rural Areas
Anselme Ndikumana, Kim Khoa Nguyen, Adel Larabi +1
Deploying fiber optics as a last-mile solution in rural areas is not economically viable due to low population density. Nevertheless, providing high-speed internet access in these…
Digital Twin Backed Closed-Loops for Energy-Aware and Open RAN-based Fixed Wireless Access Serving Rural Areas
Anselme Ndikumana, Kim Khoa Nguyen, Mohamed Cheriet
Internet access in rural areas should be improved to support digital inclusion and 5G services. Due to the high deployment costs of fiber optics in these areas, Fixed Wireless Acce…
Federated Learning Assisted Deep Q-Learning for Joint Task Offloading and Fronthaul Segment Routing in Open RAN
Anselme Ndikumana, Kim Khoa Nguyen, Mohamed Cheriet
Offloading computation-intensive tasks to edge clouds has become an efficient way to support resource constraint edge devices. However, task offloading delay is an issue largely du…
Age of Processing-Based Data Offloading for Autonomous Vehicles in Multi-RATs Open RAN
Anselme Ndikumana, Kim Khoa Nguyen, Mohamed Cheriet
Today, vehicles use smart sensors to collect data from the road environment. This data is often processed onboard of the vehicles, using expensive hardware. Such onboard processing…
Evolution of MAC Protocols in the Machine Learning Decade: A Comprehensive Survey
Mostafa Hussien, Islam A. T. F. Taj-Eddin, Mohammed F. A. Ahmed +3
The last decade, (2012 - 2022), saw an unprecedented advance in machine learning (ML) techniques, particularly deep learning (DL). As a result of the proven capabilities of DL, a l…
Two-level Closed Loops for RAN Slice Resources Management Serving Flying and Ground-based Cars
Anselme Ndikumana, Kim Khoa Nguyen, Mohamed Cheriet
Flying and ground-based cars require various services such as autonomous driving, remote pilot, infotainment, and remote diagnosis. Each service requires specific Quality of Servic…
PRVNet: A Novel Partially-Regularized Variational Autoencoders for Massive MIMO CSI Feedback
Mostafa Hussien, Kim Khoa Nguyen, Mohamed Cheriet
In a multiple-input multiple-output frequency-division duplexing (MIMO-FDD) system, the user equipment (UE) sends the downlink channel state information (CSI) to the base station t…
Session-based Communication for Vital Machine-to-Machine Applications
Marc-Olivier Arsenault, Hanen Garcia Gamardo, Kim-Khoa Nguyen +1
Although the machine to machine (M2M) communication has been emerging in recent years, many vendors' specific proprietary solutions are not suitable for vital M2M applications. Whi…