Stephen S. Mwanje
Stephen S. Mwanje
Research Project Manager, Nokia Standards
Email confirmado em nokia-bell-labs.com
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Cognitive Cellular Networks: A Q-Learning Framework for Self-Organizing Networks
SS Mwanje, LC Schmelz, A Mitschele-Thiel
IEEE Transactions on Network and Service Management 13 (1), 85-98, 2016
642016
A Q-Learning strategy for LTE mobility Load Balancing
SS Mwanje, A Mitschele-Thiel
Personal Indoor and Mobile Radio Communications (PIMRC), 2013 IEEE 24th …, 2013
432013
Distributed cooperative Q-learning for mobility-sensitive handover optimization in LTE SON
SS Mwanje, A Mitschele-Thiel
2014 IEEE Symposium on Computers and Communications (ISCC), 1-6, 2014
342014
Self-organized handover parameter configuration for LTE
SS Mwanje, N Zia, A Mitschele-Thiel
2012 International Symposium on Wireless Communication Systems (ISWCS), 26-30, 2012
252012
Network management automation in 5G: Challenges and opportunities
S Mwanje, G Decarreau, C Mannweiler, M Naseer-ul-Islam, LC Schmelz
2016 IEEE 27th Annual International Symposium on Personal, Indoor, and …, 2016
182016
An improved anomaly detection in mobile networks by using incremental time-aware clustering
B Gajic, S Nováczki, S Mwanje
2015 IFIP/IEEE International Symposium on Integrated Network Management (IM …, 2015
182015
Minimizing handover performance degradation due to LTE self organized mobility load balancing
SS Mwanje, A Mitschele-Thiel
2013 IEEE 77th Vehicular Technology Conference (VTC Spring), 1-5, 2013
172013
A policy based conflict resolution mechanism for MLB and MRO in LTE self-optimizing networks
N Zia, SS Mwanje, A Mitschele-Thiel
2014 IEEE Symposium on Computers and Communications (ISCC), 1-6, 2014
152014
Towards Cognitive Autonomous Networks in 5G
SS Mwanje, C Mannweiler
2018 ITU Kaleidoscope: Machine Learning for a 5G Future (ITU K), 1-8, 2018
112018
On the limits of PCI auto configuration and reuse in 4G/5G ultra dense networks
SS Mwanje, J Ali-Tolppa, H Sanneck
Network and Service Management (CNSM), 2015 11th International Conference on …, 2015
112015
Multi-parameter q-learning for downlink inter-cell interference coordination in lte son
U Sallakh, SS Mwanje, A Mitschele-Thiel
2014 IEEE Symposium on Computers and Communications (ISCC), 1-6, 2014
102014
Synchronized Cooperative Learning for Coordinating Cognitive Network Management Functions
SS Mwanje, H Sanneck, A Mitschele-Thiel
IEEE Transactions on Cognitive Communications and Networking 4 (2), 244-256, 2018
92018
A scoring method for the verification of configuration changes in self-organizing networks
S Nováczki, T Tsvetkov, H Sanneck, SS Mwanje
International Conference on Mobile Networks and Management, 3-15, 2015
72015
STS: space-time scheduling for coordinating self-organization network functions in LTE
SS Mwanje, A Mitschele-Thiel
2015 IFIP/IEEE International Symposium on Integrated Network Management (IM …, 2015
72015
Game theoretic Conflict Resolution Mechanism for Cognitive Autonomous Networks
A Banerjee, SS Mwanje, G Carle
2020 International Symposium on Performance Evaluation of Computer and …, 2020
62020
Layer-independent PCI assignment method for ultra-dense multi-layer co-channel mobile networks
SS Mwanje, J Ali-Tolppa
2017 IFIP/IEEE Symposium on Integrated Network and Service Management (IM …, 2017
62017
Towards Cognitive Autonomous Networks: Network Management Automation for 5G and Beyond
SS Mwanje, C Mannweiler
John Wiley & Sons, 2020
52020
Distributed energy saving management in multi-layer 4G/5G ultra-dense networks
SS Mwanje, J Ali-Tolppa
2018 IEEE Wireless Communications and Networking Conference Workshops (WCNCW …, 2018
52018
Fluid capacity for energy saving management in multi-layer ultra-dense 4G/5G cellular networks
SS Mwanje, J Ali-Tolppa
2016 12th International Conference on Network and Service Management (CNSM …, 2016
52016
Q-ce: Self-organized cognitive engine based on q-learning
AH Mahdi, Z Ansar, S Mwanje, O Artemenko, A Mitschele-Thiel
2014 IEEE Wireless Communications and Networking Conference Workshops (WCNCW …, 2014
52014
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