MObility and Training fOR beyond 5G Ecosystems

Deliverables

definition of reference scnearios and identification of relevant user and usage requirements

Project Website a description in the form of report will be submitted as well

Publications

Neural Network Based IRSs-UEs Association and IRSs Optimal Placement in Multi IRSs Aided Wireless System

Author(s): Ahmed M. Nor; Simona Halunga; Octavian Fratu
Published in: Sensors, Issue 1, 2022, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s22145216

A Hybrid Heuristic Algorithm Using Artificial Agents for Data Replication Problem in Distributed Systems

Author(s): Bahman Arasteh, Seyed Salar Sefati, Simona Halunga, Octavian Fratu, Tofigh Allahviranloo
Published in: Symmetry MDPI, 2023, ISSN 2073-8994
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/sym15020487

A Survey on Multimedia Services QoE Assessment and Machine Learning-Based Prediction

Author(s): Georgios Kougioumtzidis; Zaharias Zaharis; Pavlos Lazaridis; Vladimir Poulkov
Published in: IEEE Access, Issue 10, 2022, Page(s) 19507 - 19538, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2022.3149592

A Hybrid Service Selection and Composition for Cloud Computing Using the Adaptive Penalty Function in Genetic and Artificial Bee Colony Algorithm

Author(s): Seyed Salar Sefati, Simona Halunga
Published in: Sensors MDPI, 2022, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s22134873

Detecting Sybil attack in vehicular ad-hoc networks (vanets) by using fitness function, signal strength index, and throughput

Author(s): Seyed Salar Sefati, Sara Ghiasi Tabrizi
Published in: Wireless Personal Communications Journal, 2021, ISSN 0929-6212
Publisher: Kluwer Academic Publishers
DOI: 10.1007/s11277-021-09261-x

A Novel Realistic Approach of Adaptive Beamforming Based on Deep Neural Networks

Author(s): Ioannis Mallioras; Zaharias D. Zaharis; Pavlos I. Lazaridis; Stelios Pantelopoulos
Published in: IEEE Transactions on Antennas and Propagation, Issue 70, 2022, Page(s) 8833-8848, ISSN 0018-926X
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tap.2022.3168708

Pattern Reconfigurable Antennas at Millimeter-Wave Frequencies: A Comprehensive Survey

Author(s): H. Pablo Zapata Cano; Zaharias D. Zaharis; Traianos V. Yioultsis; Nikolaos V. Kantartzis; Pavlos I. Lazaridis
Published in: IEEE Access, Issue 21693536, 2022, Page(s) 83029-83042, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2022.3196456

Quality of Service Based Radio Resources Scheduling for 5G eMBB Use Case

Author(s): Ahmed M. Nor; Octavian Fratu; Simona Halunga
Published in: Symmetry; Volume 14; Issue 10; Pages: 2193, Issue 1, 2022, ISSN 2073-8994
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/sym14102193

A Review of the State of the Art and Future Challenges of Deep Learning-Based Beamforming

Author(s): Haya Al Kassir; Zaharias D. Zaharis; Pavlos I. Lazaridis; Nikolaos V. Kantartzis; Traianos V. Yioultsis; Thomas D. Xenos
Published in: IEEE Access, Issue 21693536, 2022, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2022.3195299

Blockchain for Dynamic Spectrum Access and Network Slicing: A Review

Author(s): Sidra Tul Muntaha; Pavlos I. Lazaridis; Maryam Hafeez; Qasim Z. Ahmed; Faheem A. Khan; Zaharias D. Zaharis
Published in: IEEE Access, 2023, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2023.3243985

Enhancing Adaptive Beamforming in 3-D Space Through Self-Improving Neural Network Techniques

Author(s): Ioannis Mallioras, Traianos V. Yioultsis, Nikolaos V. Kantartzis, Pavlos I. Lazaridis, Zaharias D. Zaharis
Published in: IEEE Open Journal of the Communications Society, Issue 5, 2024, Page(s) 1340-1357, ISSN 2644-125X
Publisher: IEEE
DOI: 10.1109/ojcoms.2024.3366770

Design and Optimization of Compact Printed Log-Periodic Dipole Array Antennas with Extended Low-Frequency Response

Author(s): Keyur K. Mistry, Pavlos I. Lazaridis, Zaharias D. Zaharis, Tian Hong Loh
Published in: Electronics, Issue 10/17, 2021, Page(s) 2044, ISSN 2079-9292
Publisher: MDPI
DOI: 10.3390/electronics10172044

Cluster selection for load balancing in flying ad hoc networks using an optimal low-energy adaptive clustering hierarchy based on an optimization approach

Author(s): Seyed Salar Sefati, Simona Halunga, Roya Zareh Farkhady
Published in: Aircraft Engineering and Aerospace Technology, 2022, ISSN 0002-2667
Publisher: Emerald
DOI: 10.1108/aeat-08-2021-0264

Metamaterial-Inspired Antennas: A Review of the State of the Art and Future Design Challenges

Author(s): Christos Milias, Rasmus B. Andersen, Pavlos I. Lazaridis, Zaharias D. Zaharis, Bilal Muhammad, Jes T. B. Kristensen, Albena Mihovska, Dan D. S. Hermansen
Published in: IEEE Access, Issue 9, 2021, Page(s) 89846-89865, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2021.3091479

Miniaturized Multi-Band Metamaterial Antennas with Dual-Band Isolation Enhancement

Author(s): Christos Milias; Rasmus B. Andersen; Pavlos I. Lazaridis; Zaharias D. Zaharis; Bilal Muhammad; Jes T. B. Kristensen; Albena Mihovska; Dan D. S. Hermansen
Published in: IEEE Access, Issue 21693536, 2022, Page(s) 64952-64964, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2022.3183800

Radio SLAM: A Review on Radio-Based Simultaneous Localization and Mapping

Author(s): Bisma Amjad; Qasim Zeeshan Ahmed; Pavlos I. Lazaridis; Maryam Hafeez; Faheem A. Khan; Zaharias D. Zaharis
Published in: IEEE Access, 2023, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2023.3237330

Robust FDTD Modeling of Graphene-Based Conductive Materials with Transient Features for Advanced Antenna Applications

Author(s): Pablo H. Zapata Cano, Stamatios Amanatiadis, Zaharias D. Zaharis, Traianos V. Yioultsis, Pavlos I. Lazaridis, Nikolaos V. Kantartzis
Published in: Nanomaterials, Issue 13, 2023, Page(s) 1-12, ISSN 2079-4991
Publisher: MDPI
DOI: 10.3390/nano13030384

Machine Learning for QoE Management in Future Wireless Networks

Author(s): Georgios Kougioumtzidis, Vladimir Poulkov, Zaharias Zaharis, Pavlos Lazaridis
Published in: 2021 XXXIVth General Assembly and Scientific Symposium of the International Union of Radio Science (URSI GASS), 2021, Page(s) 1-4
Publisher: IEEE
DOI: 10.23919/ursigass51995.2021.9560226

A Novel Approach based on Recurrent Neural Networks Applied to Adaptive Beamforming

Author(s): Ioannis Mallioras, Zaharias Zaharis, Pavlos Lazaridis, Ioannis Chochliouros, Keyur Mistry, Tian Loh
Published in: COMPUMAG 2021, 2022, Page(s) 1-2, ISBN 9781665498647
Publisher: IEEE
DOI: 10.1109/compumag55718.2022

The Effect of Human Blockage on the Performance of RIS Aided Sub-THz Communication System

Author(s): Ahmed M. Nor, O. Fratu, and S. Halunga
Published in: 2022 14th International Conference on Computational Intelligence and Communication Networks (CICN), 2022
Publisher: CICN
DOI: 10.1109/cicn56167.2022.10008332

Patch Antenna Design using Artificial Intelligence Methods for 4G/5G Applications

Author(s): Lazaros Alexios Iliadis; Zaharias D. Zaharis; Sotirios P. Sotiroudis; Panagiotis Sarigiannidis; Christos Christodoulou; Sotirios K. Goudos
Published in: 2022 25th International Symposium on Wireless Personal Multimedia Communications (WPMC), 2022, Page(s) 497-500, ISBN 978-1-6654-7319-4
Publisher: IEEE
DOI: 10.1109/wpmc55625.2022.10014971

Comparative Study of a Deterministic Adaptive Beamforming Technique with Neural Network Implementations

Author(s): Ioannis Mallioras, Zaharias D. Zaharis, Pavlos Lazaridis, Traianos V. Yioultsis, Nikolaos V. Kantartzis, Ioannis P. Chochliouros
Published in: Artificial Intelligence Applications and Innovations. AIAI 2022 IFIP WG 12.5 International Workshops. AIAI 2022. IFIP Advances in Information and Communication Technology, Issue 652, 2022, Page(s) 98–107, ISBN 978-3-031-08340-2
Publisher: Springer, Cham
DOI: 10.1007/978-3-031-08341-9_9

A Novel Routing Protocol based on Prediction of Energy Consumption and Link Stability in Mobile Internet of Thing (MIoT)

Author(s): Seyed Salar Sefati, Ahmed M Nor, Simona Halunga, Octavian Fratu
Published in: 2022 25th International Symposium on Wireless Personal Multimedia Communications (WPMC), 2022
Publisher: IEEE, WPMC
DOI: 10.1109/wpmc55625.2022.10014984

A Novel Utilization of NARX for Antenna Array Adaptive Beamforming

Author(s): Ioannis Mallioras; Zaharias D. Zaharis; Pavlos I. Lazaridis; Nikolaos V. Kantartzis; Traianos V. Yioultsis; Bo Liu; Stavros Kalafatis
Published in: 2022 3rd URSI Atlantic and Asia Pacific Radio Science Meeting (AT-AP-RASC), 2022, Page(s) 1-4, ISBN 978-1-6654-9986-6
Publisher: IEEE
DOI: 10.23919/at-ap-rasc54737.2022.9814406

Zero Forcing Beamforming With Sidelobe Suppression Using Neural Networks

Author(s): I. Mallioras, T. V. Yioultsis, N. V. Kantartzis, P. I. Lazaridis, A. Vlahov, V. Poulkov and Z. D. Zaharis
Published in: European Wireless 2023, 2023
Publisher: VDE
DOI: 10.5281/zenodo.13789277

Mobile sink assisted data gathering for URLLC in IoT using a fuzzy logic system

Author(s): Seyed Salar Sefati, Simona Halunga
Published in: 2022 IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom), 2022
Publisher: BlackSeaCom
DOI: 10.1109/blackseacom54372.2022.9858268

Data forwarding to Fog with guaranteed fault tolerance in Internet of Things (IoT)

Author(s): Seyed Salar Sefati, Simona Halunga
Published in: 2022 14th International Conference on Communications (COMM), 2022
Publisher: COMM
DOI: 10.1109/comm54429.2022.9817179

An elliptical patch antenna design for real time location systems

Author(s): Keyur K. Mistry, Pavlos I. Lazaridis, Zaharias D. Zaharis, Vladimir Poulkov, Qasim Ahmed, Faheem Khan, Maryam Hafeez, Ioannis P. Chochliouros
Published in: 2021 XXXIVth General Assembly and Scientific Symposium of the International Union of Radio Science (URSI GASS), 2021, Page(s) 1-3
Publisher: IEEE
DOI: 10.23919/ursigass51995.2021.9560250

On the Utilization of Graphene Derivatives for Microwave Applications

Author(s): Pablo H. Zapata-Cano, Z. D. Zaharis, N. V. Kantartzis, T. V. Yioultsis, C. Antonopoulos
Published in: 20th International Symposium on Applied Electromagnetics and Mechanics (ISEM), 2022, Page(s) 1-2
Publisher: SYMBOLI

Demand Based Proportional Fairness Scheduling for 5G eMBB Services

Author(s): Ahmed Nor, Octavian Fratu, Simona Halunga, Ayham Alyosef, Zaharias D. Zaharis, Pavlos Lazaridis and Stamatia Rizou
Published in: 2022 IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom), 2022
Publisher: BlackSeaCom
DOI: 10.1109/blackseacom54372.2022.9858321

Joint Proportional Fairness Scheduling Using Iterative Search for MmWave Concurrent Transmission

Author(s): Ahmed M. Nor
Published in: 2022 IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom), 2022
Publisher: BlackSeaCom
DOI: 10.1109/blackseacom54372.2022.9858130

The Effect of Coupling on Antenna Array Beamforming at Millimeter-Wave Frequencies

Author(s): Pablo H. Zapata Cano; Zaharias D. Zaharis; Haya Al-Kassir; Ioannis Mallioras; Pavlos Lazaridis; Traianos V. Yioultsis; Nikolaos V. Kantartzis
Published in: 2022 25th International Symposium on Wireless Personal Multimedia Communications (WPMC), 2022, Page(s) 442-446, ISBN 978-1-6654-7319-4
Publisher: IEEE
DOI: 10.1109/wpmc55625.2022.10014920

An Adaptive Beamforming Approach Applied to Planar Antenna Arrays Using Neural Networks

Author(s): Ioannis Mallioras; Zaharias D. Zaharis; Pavlos I. Lazaridis; Vladimir Poulkov; Nikolaos V. Kantartzis; Traianos V. Yioultsis
Published in: 2022 IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom), 2022, Page(s) 293-297, ISBN 978-1-6654-9750-3
Publisher: IEEE
DOI: 10.1109/blackseacom54372.2022.9858302

Antenna Array Beamforming Based on Deep Learning Neural Network Architectures

Author(s): Haya Al Kassir; Zaharias D. Zaharis; Pavlos I. Lazaridis; Nikolaos V. Kantartzis; Traianos V. Yioultsis; Ioannis P. Chochliouros; Albena Mihovska; Thomas D. Xenos
Published in: 2022 3rd URSI Atlantic and Asia Pacific Radio Science Meeting (AT-AP-RASC), 2022, Page(s) 1-4, ISBN 978-1-6654-9986-6
Publisher: IEEE
DOI: 10.23919/at-ap-rasc54737.2022.9814201

Comparative Study of Neural Network Architectures Applied to Antenna Array Beamforming

Author(s): Haya Al Kassir; Zaharias D. Zaharis; Pavlos I. Lazaridis; Nikolaos V. Kantartzis; Traianos V. Yioultsis; Ioannis P. Chochliouros; Thomas D. Xenos
Published in: 2022 IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom), 2022, Page(s) 282-287, ISBN 978-1-6654-9750-3
Publisher: IEEE
DOI: 10.1109/blackseacom54372.2022.9858214

Optimization-driven design of a 90° metasurface phase shifter at 60 GHz

Author(s): Pablo H. Zapata Cano; Evangelos Vassos; Zaharias D. Zaharis; Pavlos Lazaridis; Traianos V. Yioultsis; Nikolaos V. Kantartzis; Alexandros Feresidis
Published in: 2022 IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom), 2022, Page(s) 26-29, ISBN 978-1-6654-9750-3
Publisher: IEEE
DOI: 10.1109/blackseacom54372.2022.9858206

A Survey on the Effects of Human Blockage on the Performance of mm Wave Communication Systems

Author(s): Ayham Alyosef; Stamatia Rizou; Zaharias D. Zaharis; Pavlos I. Lazaridis; Ahmed M. Nor; Octavian Fratu; Simona Halunga; Traianos V. Yioultsis; Nikolaos V. Kantartzis
Published in: 2022 IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom), 2022, Page(s) 249-253, ISBN 978-1-6654-9750-3
Publisher: IEEE
DOI: 10.1109/blackseacom54372.2022.9858201

3D Adaptive Beamforming Approach with a Fine-Tuned Deep Neural Network

Author(s): Ioannis Mallioras, Traianos V. Yioultsis, Nikolaos V. Kantartzis, Pavlos I. Lazaridis, Zaharias D. Zaharis
Published in: 2023 12th International Conference on Modern Circuits and Systems Technologies (MOCAST), Issue 24, 2024, Page(s) 1-4
Publisher: IEEE
DOI: 10.1109/mocast57943.2023.10177031

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