2 papers
cs.LG2025
Optimisation of Resource Allocation in Heterogeneous Wireless Networks Using Deep Reinforcement Learning
Oluwaseyi Giwa, Jonathan Shock, Jaco Du Toit +1
Dynamic resource allocation in open radio access network (O-RAN) heterogeneous networks (HetNets) presents a complex optimisation challenge under varying user loads. We propose a n…
cs.NI2025
The LLM as a Network Operator: A Vision for Generative AI in the 6G Radio Access Network
Oluwaseyi Giwa, Michael Adewole, Tobi Awodumila +1
The management of future AI-native Next-Generation (NextG) Radio Access Networks (RANs), including 6G and beyond, presents a challenge of immense complexity that exceeds the capabi…