research
∙
09/11/2023
A DRL-based Reflection Enhancement Method for RIS-assisted Multi-receiver Communications
In reconfigurable intelligent surface (RIS)-assisted wireless communicat...
share
research
∙
08/30/2023
Demo: Integration of Marketplace for the 5G Open RAN Ecosystem
The Open RAN API and interface standards facilitate the new ecosystems w...
research
∙
08/30/2023
Demo: A Digital Twin of the 5G Radio Access Network for Anomaly Detection Functionality
Recently, the concept of digital twins (DTs) has received significant at...
research
∙
06/19/2023
PowerBEV: A Powerful Yet Lightweight Framework for Instance Prediction in Bird's-Eye View
Accurately perceiving instances and predicting their future motion are k...
research
∙
09/13/2022
Federated Meta-Learning for Traffic Steering in O-RAN
The vision of 5G lies in providing high data rates, low latency (for the...
research
∙
08/31/2022
Transmit Power Control for Indoor Small Cells: A Method Based on Federated Reinforcement Learning
Setting the transmit power setting of 5G cells has been a long-term topi...
research
∙
06/27/2022
Variational Autoencoder Assisted Neural Network Likelihood RSRP Prediction Model
Measuring customer experience on mobile data is of utmost importance for...
research
∙
06/08/2022
Sim2real for Reinforcement Learning Driven Next Generation Networks
The next generation of networks will actively embrace artificial intelli...
research
∙
03/08/2022
Bayesian Optimisation-Assisted Neural Network Training Technique for Radio Localisation
Radio signal-based (indoor) localisation technique is important for IoT ...
research
∙
11/12/2021
RLOps: Development Life-cycle of Reinforcement Learning Aided Open RAN
Radio access network (RAN) technologies continue to witness massive grow...
research
∙
03/08/2021
Deep Transfer Learning for WiFi Localization
This paper studies a WiFi indoor localisation technique based on using a...
research
∙
10/16/2020