Stephen S. Mwanje

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 28

Top Topics

Cellular Networks

Top Venues

IEEE Trans. Netw. Serv. Manag.

Publications

Anubhab Banerjee, Stephen S. Mwanje, Georg Carle
Trust and Performance in Future AI-Enabled, Open, Multi-Vendor Network Management Automation. IEEE Trans. Netw. Serv. Manag. 20 (2) (2023)
Márton Kajó, Janik Schnellbach, Stephen S. Mwanje, Georg Carle
Clustering Mobile Network Data with Decorrelating Adversarial Nets. NOMS (2022)
Márton Kajó, Janik Schnellbach, Stephen S. Mwanje, Georg Carle
Robust Deep Learning against Corrupted Data in Cognitive Autonomous Networks. NOMS (2022)
Anubhab Banerjee, Stephen S. Mwanje, Georg Carle
Toward Control and Coordination in Cognitive Autonomous Networks. IEEE Trans. Netw. Serv. Manag. 19 (1) (2022)
Anubhab Banerjee, Stephen S. Mwanje, Georg Carle
Contradiction Management in Intent-driven Cognitive Autonomous RAN. IFIP Networking (2022)
Anubhab Banerjee, Stephen S. Mwanje, Georg Carle
On the implementation of Cognitive Autonomous Networks. Internet Technol. Lett. 4 (6) (2021)
Anubhab Banerjee, Stephen S. Mwanje, Georg Carle
An Intent-Driven Orchestration of Cognitive Autonomous Networks for RAN management. CNSM (2021)
Anubhab Banerjee, Stephen S. Mwanje, Georg Carle
On Detection of Manipulative Cognitive Functions in Cognitive Autonomous Networks. CNSM (2021)
Ahmed Masri, Teemu Veijalainen, Henrik Martikainen, Stephen S. Mwanje, Janne Ali-Tolppa, Márton Kajó
Machine-Learning-Based Predictive Handover. IM (2021)
Anubhab Banerjee, Stephen S. Mwanje, Georg Carle
Optimal configuration determination in Cognitive Autonomous Networks. IM (2021)
Marton Kajo, Stephen S. Mwanje, Benedek Schultz, Georg Carle
Neural Network-based Quantization for Network Automation. CoRR (2021)
Marton Kajo, Janik Schnellbach, Stephen S. Mwanje, Georg Carle
Decorrelating Adversarial Nets for Clustering Mobile Network Data. CoRR (2021)
María Luisa Marí-Altozano, Stephen S. Mwanje, Salvador Luna-Ramírez, Matías Toril, Henning Sanneck, Carolina Gijón
A Service-Centric Q-Learning Algorithm for Mobility Robustness Optimization in LTE. IEEE Trans. Netw. Serv. Manag. 18 (3) (2021)
Anubhab Banerjee, Stephen S. Mwanje, Georg Carle
Game theoretic Conflict Resolution Mechanism for Cognitive Autonomous Networks. SPECTS (2020)
Stephen S. Mwanje, Márton Kajó, Sayantini Majumdar, Georg Carle
Environment Modeling and Abstraction of Network States for Cognitive Functions. NOMS (2020)
Anubhab Banerjee, Stephen S. Mwanje, Georg Carle
On the Necessity and Design of Coordination Mechanism for Cognitive Autonomous Networks. CoRR (2020)
Stephen S. Mwanje, Marton Kajo, Janne Ali-Tolppa
Modeling and Abstraction of Network and Environment States Using Deep Learning. IEEE Netw. 34 (6) (2020)
Abubaker-Matovu Waswa, Stephen S. Mwanje, Jens Mueckenheim, Andreas Mitschele-Thiel
QoS-Aware Spectrum Sharing for D2D Communication in Cellular Networks. EuCNC (2020)
Anubhab Banerjee, Stephen S. Mwanje, Georg Carle
RAN Cognitive Controller. CoRR (2020)
Abubaker-Matovu Waswa, Stephen S. Mwanje, Jens Mueckenheim, Andreas Mitschele-Thiel
Opportunistic and Partial Random Resource Reuse for Multiple D2D Communication in Cellular Networks. ICUMT (2018)
Stephen S. Mwanje, Henning Sanneck, Andreas Mitschele-Thiel
Synchronized Cooperative Learning for Coordinating Cognitive Network Management Functions. IEEE Trans. Cogn. Commun. Netw. 4 (2) (2018)
Stephen S. Mwanje, Janne Ali-Tolppa
Distributed energy saving management in multi-layer 4G/5G ultra-dense networks. WCNC Workshops (2018)
Stephen S. Mwanje, Christian Mannweiler
Towards Cognitive Autonomous Networks in 5G. Kaleidoscope (2018)
Abubaker-Matovu Waswa, Dariush M. Soleymani, Stephen S. Mwanje, Jens Mueckenheim, Andreas Mitschele-Thiel
Multiple resource reuse for D2D communication with uniform interference in 5G cellular networks. PIMRC (2017)
Stephen S. Mwanje, Janne Ali-Tolppa
Layer-independent PCI assignment method for Ultra-Dense multi-layer co-channel mobile Networks. IM (2017)
Stephen S. Mwanje, Guillaume Decarreau, Christian Mannweiler, Muhammad Naseer ul Islam, Lars-Christoph Schmelz
Network management automation in 5G: Challenges and opportunities. PIMRC (2016)
Stephen S. Mwanje, Lars-Christoph Schmelz, Andreas Mitschele-Thiel
Cognitive Cellular Networks: A Q-Learning Framework for Self-Organizing Networks. IEEE Trans. Netw. Serv. Manag. 13 (1) (2016)
Stephen S. Mwanje, Janne Ali-Tolppa
Fluid capacity for energy saving management in multi-layer ultra-dense 4G/5G cellular networks. CNSM (2016)
Stephen S. Mwanje, Andreas Mitschele-Thiel
STS: Space-time scheduling for coordinating self-organization network functions in LTE. IM (2015)
Borislava Gajic, Szabolcs Nováczki, Stephen S. Mwanje
An improved anomaly detection in mobile networks by using incremental time-aware clustering. IM (2015)
Stephen S. Mwanje, Janne Ali-Tolppa, Henning Sanneck
On the limits of PCI auto configuration and reuse in 4G/5G ultra dense networks. CNSM (2015)
Stephen S. Mwanje, Janne Ali-Tolppa, Tsvetko Tsvetkov
A Framework for Cell-Association Auto Configuration of Network Functions in Cellular Networks. MONAMI (2015)
Stephen S. Mwanje, Andreas Mitschele-Thiel
Concurrent cooperative games for coordinating SON functions in cognitive cellular networks. IM (2015)
Szabolcs Nováczki, Tsvetko Tsvetkov, Henning Sanneck, Stephen S. Mwanje
A Scoring Method for the Verification of Configuration Changes in Self-Organizing Networks. MONAMI (2015)
Elke Roth-Mandutz, Stephen S. Mwanje, Andreas Mitschele-Thiel
Cell Identification based on Received Signal Strength Fingerprints: Concept and Application towards Energy Saving in Cellular Networks. EAI Endorsed Trans. Mob. Commun. Appl. 1 (4) (2014)
Usama Sallakh, Stephen S. Mwanje, Andreas Mitschele-Thiel
Multi-parameter Q-Learning for downlink Inter-Cell Interference Coordination in LTE SON. ISCC (2014)
Ali H. Mahdi, Zeeshan Ansar, Stephen S. Mwanje, Oleksandr Artemenko, Andreas Mitschele-Thiel
Q-CE: Self-organized Cognitive Engine based on Q-learning. WCNC Workshops (2014)
Nauman Zia, Stephen S. Mwanje, Andreas Mitschele-Thiel
A policy based conflict resolution mechanism for MLB and MRO in LTE self-optimizing networks. ISCC (2014)
Elke Roth-Mandutz, Stephen S. Mwanje, Andreas Mitschele-Thiel
RSS based cell fingerprint patterns and algorithms for cell identification in the context of self-organized energy saving. MobiQuitous (2014)
Stephen S. Mwanje, Andreas Mitschele-Thiel
Distributed cooperative Q-learning for mobility-sensitive handover optimization in LTE SON. ISCC (2014)
Stephen S. Mwanje, Andreas Mitschele-Thiel
A Q-Learning strategy for LTE mobility Load Balancing. PIMRC (2013)
Stephen S. Mwanje, Andreas Mitschele-Thiel
Minimizing Handover Performance Degradation Due to LTE Self Organized Mobility Load Balancing. VTC Spring (2013)
Stephen S. Mwanje, Nauman Zia, Andreas Mitschele-Thiel
Self-Organized handover parameter configuration for LTE. ISWCS (2012)