Stephen S. Mwanje

Cognitive Cellular Networks: A Q-Learning Framework for Self-Organizing Networks

Stephen S. Mwanje, Lars Christoph Schmelz, Andreas Mitschele‐Thiel · IEEE Transactions on Network and Service Management · 2016 · 91 citations

Self-organizing System, Network Science, Engineering +14

A Q-Learning strategy for LTE mobility Load Balancing

Stephen S. Mwanje, Andreas Mitschele‐Thiel · 2013 · 52 citations

Wireless Communications, Mobile Data Offloading, Network Flows +14

Distributed cooperative Q-learning for mobility-sensitive handover optimization in LTE SON

Stephen S. Mwanje, Andreas Mitschele‐Thiel · 2014 · 37 citations

Autonomous Network, Parameter Space, Engineering +20

Network management automation in 5G: Challenges and opportunities

Stephen S. Mwanje, Guillaume Decarreau, Christian Mannweiler et al. · 2016 · 26 citations

5G Networks, Network Management Automation, Cellular Networks +11

A Service-Centric Q-Learning Algorithm for Mobility Robustness Optimization in LTE

María Luisa Marí-Altozano, Stephen S. Mwanje, Salvador Luna-Ramírez et al. · IEEE Transactions on Network and Service Management · 2021 · 24 citations

Mobile Data Offloading, Qoe-aware Mro, Engineering +12