Stephen S. Mwanje

IEEE Trans. Netw. Serv. Manag., June, 2023

2022

Toward Control and Coordination in Cognitive Autonomous Networks.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2022

Robust Deep Learning against Corrupted Data in Cognitive Autonomous Networks.

[BibT_eX]

[DOI]

Proceedings of the 2022 IEEE/IFIP Network Operations and Management Symposium, 2022

Clustering Mobile Network Data with Decorrelating Adversarial Nets.

[BibT_eX]

[DOI]

Proceedings of the 2022 IEEE/IFIP Network Operations and Management Symposium, 2022

Contradiction Management in Intent-driven Cognitive Autonomous RAN.

[BibT_eX]

[DOI]

María Luisa Marí-Altozano

Proceedings of the IFIP Networking Conference, 2022

2021

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

[BibT_eX]

[DOI]

Salvador Luna-Ramírez

Matías Toril

Henning Sanneck

Carolina Gijón

IEEE Trans. Netw. Serv. Manag., 2021

On the implementation of Cognitive Autonomous Networks.

[BibT_eX]

[DOI]

Internet Technol. Lett., 2021

Decorrelating Adversarial Nets for Clustering Mobile Network Data.

[BibT_eX]

[DOI]

CoRR, 2021

Neural Network-based Quantization for Network Automation.

[BibT_eX]

[DOI]

CoRR, 2021

Machine-Learning-Based Predictive Handover.

[BibT_eX]

[DOI]

Proceedings of the 17th IFIP/IEEE International Symposium on Integrated Network Management, 2021

Optimal configuration determination in Cognitive Autonomous Networks.

[BibT_eX]

[DOI]

Proceedings of the 17th IFIP/IEEE International Symposium on Integrated Network Management, 2021

An Intent-Driven Orchestration of Cognitive Autonomous Networks for RAN management.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Network and Service Management, 2021

On Detection of Manipulative Cognitive Functions in Cognitive Autonomous Networks.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Network and Service Management, 2021

2020

Modeling and Abstraction of Network and Environment States Using Deep Learning.

[BibT_eX]

[DOI]

Marton Kajo

IEEE Netw., 2020

RAN Cognitive Controller.

[BibT_eX]

[DOI]

CoRR, 2020

On the Necessity and Design of Coordination Mechanism for Cognitive Autonomous Networks.

[BibT_eX]

[DOI]

CoRR, 2020

Game theoretic Conflict Resolution Mechanism for Cognitive Autonomous Networks.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Symposium on Performance Evaluation of Computer and Telecommunication Systems, 2020

Environment Modeling and Abstraction of Network States for Cognitive Functions.

[BibT_eX]

[DOI]

Proceedings of the NOMS 2020, 2020

QoS-Aware Spectrum Sharing for D2D Communication in Cellular Networks.

[BibT_eX]

[DOI]

Abubaker-Matovu Waswa

Jens Mueckenheim

Proceedings of the 2020 European Conference on Networks and Communications, 2020

2018

Synchronized Cooperative Learning for Coordinating Cognitive Network Management Functions.

[BibT_eX]

[DOI]

Henning Sanneck

IEEE Trans. Cogn. Commun. Netw., 2018

Distributed energy saving management in multi-layer 4G/5G ultra-dense networks.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Wireless Communications and Networking Conference Workshops, 2018

Towards Cognitive Autonomous Networks in 5G.

[BibT_eX]

[DOI]

Christian Mannweiler

Proceedings of the 2018 ITU Kaleidoscope: Machine Learning for a 5G Future, 2018

Opportunistic and Partial Random Resource Reuse for Multiple D2D Communication in Cellular Networks.

[BibT_eX]

[DOI]

Abubaker-Matovu Waswa

Jens Mueckenheim

Proceedings of the 10th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops, 2018

2017

Multiple resource reuse for D2D communication with uniform interference in 5G cellular networks.

[BibT_eX]

[DOI]

Abubaker-Matovu Waswa

Dariush M. Soleymani

Jens Mueckenheim

Proceedings of the 28th IEEE Annual International Symposium on Personal, 2017

Layer-independent PCI assignment method for Ultra-Dense multi-layer co-channel mobile Networks.

[BibT_eX]

[DOI]

Proceedings of the 2017 IFIP/IEEE Symposium on Integrated Network and Service Management (IM), 2017

2016

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

[BibT_eX]

[DOI]

Lars-Christoph Schmelz

IEEE Trans. Netw. Serv. Manag., 2016

Network management automation in 5G: Challenges and opportunities.

[BibT_eX]

[DOI]

Guillaume Decarreau

Christian Mannweiler

Muhammad Naseer ul Islam

Lars-Christoph Schmelz

Proceedings of the 27th IEEE Annual International Symposium on Personal, 2016

Fluid capacity for energy saving management in multi-layer ultra-dense 4G/5G cellular networks.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Network and Service Management, 2016

2015

A Scoring Method for the Verification of Configuration Changes in Self-Organizing Networks.

[BibT_eX]

[DOI]

Proceedings of the Mobile Networks and Management - 7th International Conference, 2015

A Framework for Cell-Association Auto Configuration of Network Functions in Cellular Networks.

[BibT_eX]

[DOI]

Tsvetko Tsvetkov

Proceedings of the Mobile Networks and Management - 7th International Conference, 2015

Concurrent cooperative games for coordinating SON functions in cognitive cellular networks.

[BibT_eX]

[DOI]

Proceedings of the IFIP/IEEE International Symposium on Integrated Network Management, 2015

STS: Space-time scheduling for coordinating self-organization network functions in LTE.

[BibT_eX]

[DOI]

Proceedings of the IFIP/IEEE International Symposium on Integrated Network Management, 2015

An improved anomaly detection in mobile networks by using incremental time-aware clustering.

[BibT_eX]

[DOI]

Borislava Gajic

Szabolcs Nováczki

Proceedings of the IFIP/IEEE International Symposium on Integrated Network Management, 2015

On the limits of PCI auto configuration and reuse in 4G/5G ultra dense networks.

[BibT_eX]

[DOI]

Henning Sanneck

Proceedings of the 11th International Conference on Network and Service Management, 2015

2014

Cell Identification based on Received Signal Strength Fingerprints: Concept and Application towards Energy Saving in Cellular Networks.

[BibT_eX]

[DOI]

Elke Roth-Mandutz

EAI Endorsed Trans. Mob. Commun. Appl., 2014

Q-CE: Self-organized Cognitive Engine based on Q-learning.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Wireless Communications and Networking Conference Workshops, 2014

RSS based cell fingerprint patterns and algorithms for cell identification in the context of self-organized energy saving.

[BibT_eX]

[DOI]

Elke Roth-Mandutz

Proceedings of the 11th International Conference on Mobile and Ubiquitous Systems: Computing, 2014

A policy based conflict resolution mechanism for MLB and MRO in LTE self-optimizing networks.

[BibT_eX]

[DOI]

Nauman Zia

Proceedings of the IEEE Symposium on Computers and Communications, 2014

Multi-parameter Q-Learning for downlink Inter-Cell Interference Coordination in LTE SON.

[BibT_eX]

[DOI]

Usama Sallakh

Proceedings of the IEEE Symposium on Computers and Communications, 2014

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

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium on Computers and Communications, 2014

2013

Minimizing Handover Performance Degradation Due to LTE Self Organized Mobility Load Balancing.

[BibT_eX]

[DOI]

Proceedings of the 77th IEEE Vehicular Technology Conference, 2013

A Q-Learning strategy for LTE mobility Load Balancing.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE Annual International Symposium on Personal, 2013

2012

Self-Organized handover parameter configuration for LTE.

[BibT_eX]

[DOI]

Nauman Zia