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Publications

No. Title Authors Title of the Journal/Proc./Book DOI Link (clickable) Type
1 A generalized approach for practical task allocation using a MAPE-K control loop Reinout Eyckerman; Phillipe Reiter; Siegfried Mercelis; Steven Latre; Johann Marquez-Barja; Peter Hellinckx 2021 International Conference on Information and Communication Technology Convergence (ICTC), 20-22 October, 2021 10.1109/ictc52510.2021.9620217 https://doi.org/10.1109/ictc52510.2021.9620217 Publication in Conference proceedings/Workshop
2 Vehicular Communication Management Framework: A Flexible Hybrid Connectivity Platform for CCAM Services Dries Naudts; Vasilis Maglogiannis; Seilendria A. Hadiwardoyo; Daniel van den Akker; Simon Vanneste; Siegfried Mercelis; Peter Hellinckx; Bart Lannoo; Johann M. Marquez-Barja; Ingrid Moerman Future Internet 10.3390/fi13030081 https://repository.uantwerpen.be/docstore/d:irua:5802 Article in Journal
3 DEDICAT 6G – Dynamic Coverage Extension and Distributed Intelligence for Human Centric Applications with Assured Security, Privacy and Trust: from 5G to 6G V. Stavroulaki, E. Calvanese Strinati, F. Carrez, Y. Carlinet, M. Maman, D. Draskovic, D. Ribar,  A. Lallet, K. Moßner, M. Tosic, M. Uitto, S. A. Hadiwardoyo, J. Marquez-Barja, E. Garrido, M. Stamatelatos, K. Sarayeddine, P. Sanchez Vivas, A. Mämmelä, P. Demestichas 2021 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit), 2021 10.1109/eucnc/6gsummit51104.2021.9482611 https://ieeexplore.ieee.org/document/9482611 Publication in Conference proceedings/Workshop
4 Subsidiarity and Weak Coupling in Wireless Networks Aarne Mammela; Jukka Riekki 2021 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit) 10.1109/eucnc/6gsummit51104.2021.9482591 https://doi.org/10.1109/eucnc/6gsummit51104.2021.9482591 Publication in Conference proceedings/Workshop
5 Profiling Vehicles for Improved Small Cell Beam-Vehicle Pairing Using Multi-Armed Bandit Abdulkadir Kose; Chuan Heng Foh; Haeyoung Lee; Klaus Moessner 2021 International Conference on Information and Communication Technology Convergence (ICTC) 10.1109/ictc52510.2021.9620863 https://doi.org/10.1109/ictc52510.2021.9620863 Publication in Conference proceedings/Workshop(best paper award)
6 Beam-Based Mobility Management in 5G Millimetre Wave V2X Communications: A Survey and Outlook Abdulkadir Kose; Haeyoung Lee; Chuan Heng Foh; Mehrdad Dianati IEEE Open Journal of Intelligent Transportation Systems 10.1109/ojits.2021.3112533 https://ieeexplore.ieee.org/document/9536953/ Article in Journal
7 Evaluation of Live Video Streaming Performance for Low Latency Use Cases in 5G M. Uitto, A. Heikkinen 2021 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit) 10.1109/eucnc/6gsummit51104.2021.9482605 https://ieeexplore.ieee.org/document/9482605 Publication in Conference proceedings/Workshop
8 6G networks: Beyond Shannon towards semantic and goal-oriented communications Emilio Calvanese Strinati, Sergio Barbarossa Computer Networks 10.1016/j.comnet.2021.107930 https://doi.org/10.1016/j.comnet.2021.107930 Article in Journal
9 Demo: Proactive Low Latency Video Encoding Service Based on 5G Coverage Uitto, Mikko; Heikkinen, Antti 2021 IEEE Vehicular Networking Conference (VNC) 10.1109/vnc52810.2021.9644660 https://doi.org/10.1109/vnc52810.2021.9644660 Publication in Conference proceedings/Workshop
10 Cost-Efficient and QoS-Aware User Association and 3D Placement of 6G Aerial Mobile Access Points E. Catté, M. Sana, M. Maman 2022 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit) 10.1109/eucnc/6gsummit54941.2022.9815572 https://ieeexplore.ieee.org/document/9815572 Publication in Conference proceedings/Workshop
11 Evaluating 5G uplink performance in low latency video streaming M. Uitto and A. Heikkinen 2022 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit) 10.1109/eucnc/6gsummit54941.2022.9815703 https://ieeexplore.ieee.org/document/9815703 Publication in Conference proceedings/Workshop
12 Machine Learning Enabled Wi-Fi Saturation Sensing for Fair Coexistence in Unlicensed Spectrum M. Girmay, A. Shahid, V. Maglogiannis, D. Naudts and I. Moerman IEEE Access 10.1109/access.2021.3066052 https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9378539 Article in Journal
13 Why do we need 6G? R. Bassoli, F. H.P. Fitzek, E. Calvanese Strinati ITU Journal on Future and Evolving Technologies 10.52953/iror5894 https://www.itu.int/pub/S-JNL-VOL2.ISSUE6-2021-A01 Article in Journal
14 6G for Vehicle-to-Everything (V2X) Communications: Enabling Technologies, Challenges, and Opportunities Md. Noor-A-Rahim, Z. Liu, H. Lee, M. O. Khyam, J. He, D. Pesch, K. Moessner, W. Saad, H. V. Poor Proceedings of the IEEE 10.1109/jproc.2022.3173031 https://ieeexplore.ieee.org/document/9779322/ Article in Journal
15 New network architectures will be weakly coupled Mämmelä Aarne; Riekki Jukka IEEE Future Networks Tech Focus 10.5281/zenodo.6444308 https://zenodo.org/record/6444308 Other
16
Application Placement in Fog Environments using Multi-Objective Reinforcement Learning with Maximum Reward Formulation
 R. Eyckerman, P. Reiter, S. Latré, J. Marquez-Barja, and P. Hellinckx
NOMS 2022-2022 IEEE/IFIP Network Operations and Management Symposium
 10.1109/NOMS54207.2022.9789757 Publication in Conference proceedings/Workshop
17 Coexistence Scheme for Uncoordinated LTE and WiFi Networks Using Experience Replay Based Q-Learning M. Girmay, V.Maglogiannis , D.Naudts , A.Shahid, I. Moerman MDPI Sensors. 2021; 21(21):6977 10.3390/s21216977 https://doi.org/10.3390/s21216977 Article in Journal
18 Technology recognition and traffic characterization for wireless technologies in ITS band M. Girmay, V. Maglogiannis, D. Naudts, M. Aslam, A. Shahid, I. Moerman Elsevier Vehicular Communications journal 10.1016/j.vehcom.2022.100563 https://doi.org/10.1016/j.vehcom.2022.100563 Article in Journal
19 V2X Evaluation for C-V2X and ITS-G5 Technologies in a Real-Life Highway Environment V. Maglogiannis, D. Naudts, S. Hadiwardoyo, D. van den Akker, J. Marquez-Barja, I. Moerman IEEE Transactions on Network and Service Management (TNSM) 10.1109/TNSM.2021.3129348 https://doi.org/10.1109/TNSM.2021.3129348 Article in Journal
20 IoT Network Intrusion Detection with Ensemble Learners S. A. Abdulkareem, C. H. Foh, H. Lee, F. Carrez, K. Moessner IEEE 13th International Conference on ICT Convergence (ICTC2022) 10.1109/ICTC55196.2022.9952376 https://doi.org/10.1109/ICTC55196.2022.9952376 Publication in Conference proceedings/Workshop
21 ML-based estimation of the number of devices in industrial networks using unlicensed bands O. Baiyekusi, H. Lee, K. Moessner IEEE 13th International Conference on ICT Convergence (ICTC2022) 10.1109/ICTC55196.2022.9952455 https://doi.org/10.1109/ICTC55196.2022.9952455 Publication in Conference proceedings/Workshop(best paper award)
22 Latency-Constrained Task Distribution in Multi-Access Edge Guilherme Iecker Ricardo, Amal Benhamiche, Nancy Perrot and Yannick Carlinet Cloudnet 2022 10.1109/CloudNet55617.2022.9978788 https://doi.org/10.1109/CloudNet55617.2022.9978788 Publication in Conference proceedings/Workshop
23 Towards 3D Flexible Networks: Status, Challenges and Technical Enablers S. Barmpounakis, A. Georgakopoulos, P. Vlacheas, P. Demestichas IEEE Future Networks World Forum (FNWF ’22) https://zenodo.org/record/7443107#.Y90AZhPMLMI https://zenodo.org/record/7443107#.Y90AZhPMLMI Publication in Conference proceedings/Workshop
24 Heuristic Optimization of Bandwidth Reservation Cost for Vehicular Applications A. Al-Khatib, K. Moessner Globecom 2022 (Main conference) 10.1109/GLOBECOM48099.2022.10001328 https://doi.org/10.1109/GLOBECOM48099.2022.10001328 Publication in Conference proceedings/Workshop
25 Coverage Extension as a Service for Flexible 6G Networks Infrastructure M. Maman, E. Catte, M. Sana, M. Girmay, V. Maglogiannis, D. Naudts, H. Lee, F. Carrez, A. Anttonen, Y. Fernandez, J. Moreno, V. Lamprousi, V. Stavroulaki Globecom 2022 (Workshop) 10.1109/GCWkshps56602.2022.10008528 https://doi.org/10.1109/GCWkshps56602.2022.10008528 Publication in Conference proceedings/Workshop
26 Heuristic Distribution of Latency-Sensitive Tasks in Multi-Access Edge Computing Systems Guilherme Iecker Ricardo, Amal Benhamiche, Nancy Perrot and Yannick Carlinet Globecom 2022 (Workshop) 10.1109/GCWkshps56602.2022.10008694 https://doi.org/10.1109/GCWkshps56602.2022.10008694 Publication in Conference proceedings/Workshop
27 An Adaptive MBSFN Resource Allocation Algorithm for Multicast and Unicast Traffic I. Khalid, M. Girmay, V. Maglogiannis, D. Naudts, A. Shahid, I. Moerman IEEE Consumer Communications & Networking Conference (CCNC), 8 – 11 January 2023, Las Vegas, NV, USA https://biblio.ugent.be/publication/01H11F0V2YJFGG0A9J95CQVW5W/file/01H11F1TNNZTNT8PAKH676FSPY.pdf https://ieeexplore.ieee.org/iel7/10059462/10059600/10060040.pdf Publication in Conference proceedings/Workshop
28 Nodes Number Estimation based on ML for Multi-operator Unlicensed Band Sharing to Extend Indoor Connectivity O. Baiyekusi, H. Lee, K. Moessner IEEE Wireless Communications and Networking Conference (WCNC), Mar. 2023 https://ieeexplore.ieee.org/abstract/document/10118807/ https://ieeexplore.ieee.org/abstract/document/10118807/ Publication in Conference proceedings/Workshop
29
Dual-Attention Deep Reinforcement Learning for Multi-MAP 3D Trajectory Optimization in Dynamic 5G Networks
 E. Catte, M. Sana, M. Maman IEEE International Conference on Communications (ICC) 2023, Rome, Italy, June 2023 https://arxiv.org/pdf/2303.05233 https://arxiv.org/pdf/2303.05233 Publication in Conference proceedings/Workshop
30 Learning Hierarchical Resource Allocation and Multi-agent Coordination of 5G mobile IAB Nodes M. Sana, B. Miscopein IEEE International Conference on Communications (ICC) 2023, Rome, Italy, June 2023 https://arxiv.org/pdf/2302.07573 https://arxiv.org/pdf/2302.07573 Publication in Conference proceedings/Workshop
31 Selfish Routing and Link Scheduling in mmWave Backhaul Networks D. Triantafyllopoulou, K. Kollias, and K. Moessner IEEE International Conference on Communications (ICC) 2023, Rome, Italy, June 2023 https://ieeexplore.ieee.org/iel7/10278505/10278554/10279412.pdf https://ieeexplore.ieee.org/iel7/10278505/10278554/10279412.pdf Publication in Conference proceedings/Workshop
32 Self-organizing networks in the 6G era: State-of-the-art, opportunities, challenges, and future trends A. Chaoub, A. Mämmelä, P. Martinez- Julia, R. Chaparadza, M. Elkotob, L. Ong, and D. Krishnaswamy IEEE Wireless Communications in preprint to be provided journal/magazine
33 Hybrid Self- Organizing Networks: Evolution, Standardization Trends, and a 6G Architecture Vision A. Chaoub, A. Mämmelä, P. Martinez- Julia, R. Chaparadza, M. Elkotob, L. Ong, and D. Krishnaswamy , A. Anttonen, A. Dutta IEEE Communicatio ns Standards Magazine, vol. 7, no. 1, March 2023, pp. 14-22 https://ieeexplore.ieee.org/iel7/7886829/10078087/10078076.pdf https://ieeexplore.ieee.org/iel7/7886829/10078087/10078076.pdf journal/magazine
34 Loose coupling: An invisible thread in the history of telecommunication s A. Mämmelä, J. Riekki, and M. Kiviranta IEEE Access, vol. 11, pp. 59456 – 59482 https://ieeexplore.ieee.org/ielx7/6287639/10005208/10147219.pdf https://ieeexplore.ieee.org/ielx7/6287639/10005208/10147219.pdf journal/magazine
35 Security Constraints for Placement of Latency Sensitive 5G MEC Applications Rafał Artych, Krzysztof Bocianiak, Yannick Carlinet, Wojciech Niewolski, Nancy Perrot, Aleksandra Podlasek and Jean-Philppe Wary FiCloud’22 (International Conference on Future Internet of Things and Cloud), August 2022. to be provided to be provided Publication in Conference proceedings/Workshop
36 Preliminary Performance and Memory Access Scalability Study of Thick Control Flow Processors M. Forsell, J. Roivainen, V. Leppänen and J. L. Träff 2023 IEEE Nordic Circuits and Systems Conference (IEEE NORCAS’23), October 31 – November 1, 2023, Aalborg, Denmark to be provided to be provided Publication in Conference proceedings/Workshop
37 Sustainability in 6G networks: Vision and directions I. Ahmad, A. Mämmelä, Md M. Mowla, A. Flizikowski, Md A. B. Abbasi, D. Zelenchuk, and M. Sinaie IEEE Conference on Standards for Communicatio ns and Networking (CSCN) to be provided to be provided Publication in Conference proceedings/Workshop
38 An Adaptive MBSFN Resource Allocation Algorithm for Multicast and Unicast Traffic I. Khalid, M. Girmay, V. Maglogian nis, D. Naudts, A. Shahid, I. Moerman IEEE Consumer Communicatio ns & Networking Conference (CCNC), 8 – 11 January 2023, Las Vegas, NV, USA to be provided to be provided Publication in Conference proceedings/Workshop
39 Nodes Number Estimation based on ML for Multioperator Unlicensed Band Sharing to Extend Indoor Connectivity O. Baiyekusi, H. Lee, K. Moessner IEEE Wireless Communicatio ns and Networking Conference (WCNC), Mar. 2023 to be provided to be provided Publication in Conference proceedings/Workshop
40 Dual-Attention Deep Reinforcement Learning for Multi- MAP 3D Trajectory Optimization in Dynamic 5G Networks E. Catte, M. Sana, M. Maman IEEE International Conference on Communicatio ns (ICC) 2023, Rome, Italy, June 2023 to be provided to be provided Publication in Conference proceedings/Workshop
41 Learning Hierarchical Resource Allocation and Multi-agent Coordination of 5G mobile IAB Nodes M. Sana, B. Miscopein IEEE International Conference on Communicatio ns (ICC) 2023, Rome, Italy, June 2023 to be provided to be provided Publication in Conference proceedings/Workshop
42 Selfish Routing and Link Scheduling in mmWave Backhaul Networks D. Triantafyllopo ulou, K. Kollias, and K. Moessner IEEE International Conference on Communicatio ns (ICC) 2023, Rome, Italy, June 2023 to be provided to be provided Publication in Conference proceedings/Workshop
43 Self-organizing UAV swarm placement via layered loose coupling and user prioritization A. Anttonen, A. Mämmelä, M. Höyhtyä, F. Saffre, H. Karvonen IEEE International Symposium on Personal, Indoor, and Mobile Radio Communicatio ns to be provided to be provided Publication in Conference proceedings/Workshop
44 Federated Multi- Agent Deep Reinforcement Learning for Dynamic and Flexible 3D Operation of 5G Multi-MAP Networks E.Catté, M.Sana, M.Maman 2023 IEEE International Symposium on Personal, Indoor and Mobile Radio Communicatio ns (PIMRC) to be provided to be provided Publication in Conference proceedings/Workshop
45 Intelligent Spectrum Sharing Between LTE and Wi-Fi Networks using Muted MBSFN Subframes M. Girmay, P. Avila- Campos, V. Maglogiannis, D. Naudts, A. Shahid and I. Moerman 2023 IEEE Wireless and Microwave Technology Conference (WAMICON), Melbourne, FL, USA, 2023 to be provided to be provided Publication in Conference proceedings/Workshop
46 Contextual Multi- Armed Bandit based Beam Allocation in mmWave V2X Communication under Blockage A. M. Cassillas, A. Kose, H. Lee, C. H. Foh, C. Y. Leow 2023 IEEE 97th Vehicular Technology Conference (VTC2023- Spring), June 2023 to be provided to be provided Publication in Conference proceedings/Workshop
47 Intelligence Functions Placement in B5G / 6G wireless networks V. Lamprousi, S. Barmpounakis , V. Stavroulaki, P. Demestichas Emerging Tech Conference Edge Intelligence (ETCEI) 2023 organised by Aristotle University of Thessaloniki and Hellenic Emerging Technologies Industry Association (HETiA) to be provided to be provided Publication in Conference proceedings/Workshop
48 Latency-Sensitive Service Chaining with Security Isolation Constraints Yannick Carlinet, Nancy Perrot, Laurent Valeyre, Krzysztof Bocianiak, Wojciech Niewolski, Aleksandra Podlasek, Jean-Philippe Wary 2024 27th Conference on Innovation in Clouds, Internet and Networks (ICIN) submitted acceptance pending Publication in Conference proceedings/Workshop