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ORCIDStephen S. Mwanje
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2020 – today
- 2023
[j8]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): 995-1007 (2023)- 2022
- [j7]Anubhab Banerjee, Stephen S. Mwanje, Georg Carle:
Toward Control and Coordination in Cognitive Autonomous Networks. IEEE Trans. Netw. Serv. Manag. 19(1): 49-60 (2022) - [c31]Anubhab Banerjee, Stephen S. Mwanje, Georg Carle:
Contradiction Management in Intent-driven Cognitive Autonomous RAN. IFIP Networking 2022: 1-6 - [c30]Márton Kajó, Janik Schnellbach, Stephen S. Mwanje, Georg Carle:
Clustering Mobile Network Data with Decorrelating Adversarial Nets. NOMS 2022: 1-9 - [c29]Márton Kajó, Janik Schnellbach, Stephen S. Mwanje, Georg Carle:
Robust Deep Learning against Corrupted Data in Cognitive Autonomous Networks. NOMS 2022: 1-7 - 2021
- [j6]Anubhab Banerjee, Stephen S. Mwanje, Georg Carle:
On the implementation of Cognitive Autonomous Networks. Internet Technol. Lett. 4(6) (2021) - [j5]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): 3541-3555 (2021) - [c28]Anubhab Banerjee, Stephen S. Mwanje, Georg Carle:
On Detection of Manipulative Cognitive Functions in Cognitive Autonomous Networks. CNSM 2021: 194-200 - [c27]Anubhab Banerjee, Stephen S. Mwanje, Georg Carle:
An Intent-Driven Orchestration of Cognitive Autonomous Networks for RAN management. CNSM 2021: 380-384 - [c26]Anubhab Banerjee, Stephen S. Mwanje, Georg Carle:
Optimal configuration determination in Cognitive Autonomous Networks. IM 2021: 494-500 - [c25]Ahmed Masri, Teemu Veijalainen, Henrik Martikainen, Stephen S. Mwanje, Janne Ali-Tolppa, Márton Kajó:
Machine-Learning-Based Predictive Handover. IM 2021: 648-652 - [i4]Marton Kajo, Stephen S. Mwanje, Benedek Schultz, Georg Carle:
Neural Network-based Quantization for Network Automation. CoRR abs/2103.04764 (2021) - [i3]Marton Kajo, Janik Schnellbach, Stephen S. Mwanje, Georg Carle:
Decorrelating Adversarial Nets for Clustering Mobile Network Data. CoRR abs/2103.08348 (2021) - 2020
- [j4]Stephen S. Mwanje, Marton Kajo, Janne Ali-Tolppa:
Modeling and Abstraction of Network and Environment States Using Deep Learning. IEEE Netw. 34(6): 8-13 (2020) - [c24]Abubaker-Matovu Waswa, Stephen S. Mwanje, Jens Mueckenheim, Andreas Mitschele-Thiel:
QoS-Aware Spectrum Sharing for D2D Communication in Cellular Networks. EuCNC 2020: 94-99 - [c23]Stephen S. Mwanje, Márton Kajó, Sayantini Majumdar, Georg Carle:
Environment Modeling and Abstraction of Network States for Cognitive Functions. NOMS 2020: 1-8 - [c22]Anubhab Banerjee, Stephen S. Mwanje, Georg Carle:
Game theoretic Conflict Resolution Mechanism for Cognitive Autonomous Networks. SPECTS 2020: 1-8 - [i2]Anubhab Banerjee, Stephen S. Mwanje, Georg Carle:
On the Necessity and Design of Coordination Mechanism for Cognitive Autonomous Networks. CoRR abs/2001.07031 (2020) - [i1]Anubhab Banerjee, Stephen S. Mwanje, Georg Carle:
RAN Cognitive Controller. CoRR abs/2010.10278 (2020)
2010 – 2019
- 2018
- [j3]Stephen S. Mwanje, Henning Sanneck, Andreas Mitschele-Thiel:
Synchronized Cooperative Learning for Coordinating Cognitive Network Management Functions. IEEE Trans. Cogn. Commun. Netw. 4(2): 244-256 (2018) - [c21]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: 1-7 - [c20]Stephen S. Mwanje, Christian Mannweiler:
Towards Cognitive Autonomous Networks in 5G. Kaleidoscope 2018: 1-8 - [c19]Stephen S. Mwanje, Janne Ali-Tolppa:
Distributed energy saving management in multi-layer 4G/5G ultra-dense networks. WCNC Workshops 2018: 143-148 - 2017
- [c18]Stephen S. Mwanje, Janne Ali-Tolppa:
Layer-independent PCI assignment method for Ultra-Dense multi-layer co-channel mobile Networks. IM 2017: 353-360 - [c17]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: 1-7 - 2016
- [j2]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): 85-98 (2016) - [c16]Stephen S. Mwanje, Janne Ali-Tolppa:
Fluid capacity for energy saving management in multi-layer ultra-dense 4G/5G cellular networks. CNSM 2016: 233-237 - [c15]Stephen S. Mwanje, Guillaume Decarreau, Christian Mannweiler, Muhammad Naseer ul Islam, Lars-Christoph Schmelz:
Network management automation in 5G: Challenges and opportunities. PIMRC 2016: 1-6 - 2015
- [c14]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: 92-98 - [c13]Stephen S. Mwanje, Andreas Mitschele-Thiel:
STS: Space-time scheduling for coordinating self-organization network functions in LTE. IM 2015: 357-362 - [c12]Borislava Gajic, Szabolcs Nováczki, Stephen S. Mwanje:
An improved anomaly detection in mobile networks by using incremental time-aware clustering. IM 2015: 1286-1291 - [c11]Stephen S. Mwanje, Andreas Mitschele-Thiel:
Concurrent cooperative games for coordinating SON functions in cognitive cellular networks. IM 2015: 1298-1303 - [c10]Szabolcs Nováczki, Tsvetko Tsvetkov, Henning Sanneck, Stephen S. Mwanje:
A Scoring Method for the Verification of Configuration Changes in Self-Organizing Networks. MONAMI 2015: 3-15 - [c9]Stephen S. Mwanje, Janne Ali-Tolppa, Tsvetko Tsvetkov:
A Framework for Cell-Association Auto Configuration of Network Functions in Cellular Networks. MONAMI 2015: 68-80 - 2014
- [j1]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): e4 (2014) - [c8]Stephen S. Mwanje, Andreas Mitschele-Thiel:
Distributed cooperative Q-learning for mobility-sensitive handover optimization in LTE SON. ISCC 2014: 1-6 - [c7]Usama Sallakh, Stephen S. Mwanje, Andreas Mitschele-Thiel:
Multi-parameter Q-Learning for downlink Inter-Cell Interference Coordination in LTE SON. ISCC 2014: 1-6 - [c6]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: 1-6 - [c5]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: 397-400 - [c4]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: 202-207 - 2013
- [c3]Stephen S. Mwanje, Andreas Mitschele-Thiel:
A Q-Learning strategy for LTE mobility Load Balancing. PIMRC 2013: 2154-2158 - [c2]Stephen S. Mwanje, Andreas Mitschele-Thiel:
Minimizing Handover Performance Degradation Due to LTE Self Organized Mobility Load Balancing. VTC Spring 2013: 1-5 - 2012
- [c1]Stephen S. Mwanje, Nauman Zia, Andreas Mitschele-Thiel:
Self-Organized handover parameter configuration for LTE. ISWCS 2012: 26-30
Coauthor Index
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