Research Collaboration and Mobility for Beyond 5G Future Wireless Networks

Informations projet

RECOMBINE

N° de convention de subvention: 872857

DOI

10.3030/872857

Projet clôturé

Date de signature de la CE 27 Novembre 2019

Date de début 1 Janvier 2020

Date de fin 31 Août 2025

Financé au titre de

• EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions

Coût total

€ 478 400,00

Contribution de l’UE

€ 478 400,00

Coordonné par

TECHNICAL UNIVERSITY OF SOFIA
Bulgaria

CORDIS fournit des liens vers les livrables publics et les publications des projets HORIZON.

Les liens vers les livrables et les publications des projets du 7e PC, ainsi que les liens vers certains types de résultats spécifiques tels que les jeux de données et les logiciels, sont récupérés dynamiquement sur OpenAIRE .

Livrables

Documents, reports (4)

Reports on antennas suitable for UAVs M24

Reports on antennas suitable for UAVs M48

Public website and project presentation
Mid-term meeting

M33 Minutes of midterm meeting

Communication and Dissemination plan M8

Publications

Conference proceedings (22)

Golden Section for Aerial Base Station Positioning in UAV-assisted Networks

Auteurs: Antoni Ivanov, Slavcho Neshev, Ivaylo Bozhilov, Atanas Vlahov, Radostina Petkova, Vladimir Poulkov, Albena Mihovska, Zaharias Zaharis, Stamatia Rizou
Publié dans: International Symposium on Wireless Personal Multimedia Communications (WPMC), 2025, Page(s) https://wpmc-2025.tu-sofia.bg/
Éditeur: IEEE
DOI: 10.5281/zenodo.16035511

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

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

Challenges for Volumetric Measurements Toward Radio Environment Map Construction for UAV Communications

Auteurs: Antoni Ivanov, Bilal Muhammad, Krasimir Tonchev, Albena Mihovska, Vladimir Poulkov
Publié dans: 2022 25th International Symposium on Wireless Personal Multimedia Communications (WPMC), Numéro annually, 2022, Page(s) 250-255, ISBN 9781665473187
Éditeur: IEEE
DOI: 10.1109/wpmc55625.2022.10014732

AI-based Physical Layer Secret Key Exchange in Non-Terrestrial Wireless Communication Networks

Auteurs: Asim Ul Haq, Albena Mihovska, Pavlos Lazaridis, H Vincent Poor, Vladimir K Poulkov, Michail J Beliatis
Publié dans: Numéro October 2024, 2024
Éditeur: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.36227/techrxiv.173337614.42512040/v1

Towards 6G: Deep Learning in Cell-Free Massive MIMO

Auteurs: Lazaros Alexios Iliadis; Zaharias D. Zaharis; Sotirios P. Sotiroudis; Panagiotis Sarigiannidis; George K. Karagiannidis; Sotirios K. Goudos
Publié dans: 2022 IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom), 2022, Page(s) 269-273, ISBN 978-1-6654-9750-3
Éditeur: IEEE
DOI: 10.1109/blackseacom54372.2022.9858306

Propagation Dependent Base Station Positioning in UAV-assisted Cell-less Networks

Auteurs: Antoni Ivanov, Vladimir Poulkov, Agata Manolova, Albena Mihovska
Publié dans: 2024 27th International Symposium on Wireless Personal Multimedia Communications (WPMC), 2025, Page(s) 1-6
Éditeur: IEEE
DOI: 10.1109/wpmc63271.2024.10863303

Intelligent and QoE-aware Open Radio Access Networks

Auteurs: Georgios Kougioumtzidis, Vladimir Poulkov, Zaharias D. Zaharis, Pavlos I. Lazaridis
Publié dans: 2022 3rd URSI Atlantic and Asia Pacific Radio Science Meeting (AT-AP-RASC), 2022, Page(s) 1-4, ISBN 978-1-6654-9986-6
Éditeur: IEEE
DOI: 10.23919/at-ap-rasc54737.2022.9814435

6G-based Intelligent, Context-Aware, and Trustworthy User-Centric Healthcare Applications

Auteurs: Albena Mihovska, Atanas Vlahov, Vladimir Poulkov
Publié dans: 2024 Wireless Telecommunications Symposium (WTS), 2024, Page(s) 1-6
Éditeur: IEEE
DOI: 10.1109/wts60164.2024.10536689

A machine learning methodology for network anomalies detection in O-RAN networks

Auteurs: Atanas Vlahov, Vladimir Poulkov, Pavlos I. Lazaridis, Zaharias D. Zaharis
Publié dans: 28th European Wireless Conference, 2023, Page(s) 174-178
Éditeur: IEEE

Interpolation Accuracy Evaluation for 3D Radio Environment Maps Construction

Auteurs: Antoni Ivanov, Krasimir Tonchev, Vladimir Poulkov, Agata Manolova, Atanas Vlahov
Publié dans: 2023 26th International Symposium on Wireless Personal Multimedia Communications (WPMC), 2023, Page(s) 1-7
Éditeur: IEEE
DOI: 10.1109/wpmc59531.2023.10338952

3D Direction of Arrival Estimation: An Innovative Deep Neural Network Approach

Auteurs: Constantinos M. Mylonakis, Pantelis Velanas, Pavlos I. Lazaridis, Panagiotis Sarigiannidis, Sotirios K. Goudos, Zaharias D. Zaharis
Publié dans: 2024 13th International Conference on Modern Circuits and Systems Technologies (MOCAST), 2024, Page(s) 01-04, ISBN 979-8-3503-8542-7
Éditeur: IEEE
DOI: 10.1109/mocast61810.2024.10615339

Direction of Arrival Estimation Applied to Antenna Arrays using Convolutional Neural Networks

Auteurs: Giorgos Kokkinis; Zaharias D. Zaharis; Pavlos I. Lazaridis; Nikolaos V. Kantartzis
Publié dans: 2022 3rd URSI Atlantic and Asia Pacific Radio Science Meeting (AT-AP-RASC), 2022, Page(s) 1-4, ISBN 978-1-6654-9986-6
Éditeur: IEEE
DOI: 10.23919/at-ap-rasc54737.2022.9814259

A Novel Utilization of NARX for Antenna Array Adaptive Beamforming

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

Antenna Array Beamforming Based on Deep Learning Neural Network Architectures

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

A FFNN-Based System for the DoA Estimation in 6G Massive Wireless Communications: Analysis and Evaluation

Auteurs: Somayeh Komeylian, Albena Dimitrova Mihovska, Mahasweta Sarkar, Christopher Paolini
Publié dans: 2024 IEEE Wireless Communications and Networking Conference (WCNC), Numéro April 2024, 2024, Page(s) 1-6
Éditeur: IEEE
DOI: 10.1109/wcnc57260.2024.10571066

Towards 5G/6G Data Harmonization through NLP and Semantic Web Technologies

Auteurs: Mandeep Singh, Moatasim Mahmoud, Rizou Stamatia, Zaharias D. Zaharis, Pavlos I. Lazaridis, Vladimir K. Poulkov, Wenyan Wu
Publié dans: 2024 Advanced Topics on Measurement and Simulation (ATOMS), 2025, Page(s) 291-294, ISBN 979-8-3503-5837-7
Éditeur: IEEE
DOI: 10.1109/atoms60779.2024.10921618

Higher-Order Spatio-Temporal Neural Networks for Covid-19 Forecasting

Auteurs: Yuzhou Chen; Sotiris Batsakis; H. Vincent Poor
Publié dans: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023
Éditeur: IEEE
DOI: 10.1109/icassp49357.2023.10095012

RF Propagation and Interferences Challenges for UAVs Swarm Detection and Positioning

Auteurs: Octavian Fratu; Ahmed M. Nor; Simona Halunga; Zaharias D. Zaharis
Publié dans: 2022 25th International Symposium on Wireless Personal Multimedia Communications (WPMC), 2022, Page(s) 501-504, ISBN 978-1-6654-7319-4
Éditeur: IEEE
DOI: 10.1109/wpmc55625.2022.10014750

Calibration of Statistical Interpolation through Anechoic Chamber Measurements for 3D REM Reconstruction

Auteurs: Antoni Ivanov, Atanas Vlahov, Vladimir Poulkov, Traianos Yioultsis, Zaharias Zaharis
Publié dans: 2024 27th International Symposium on Wireless Personal Multimedia Communications (WPMC), 2025, Page(s) 1-5, ISSN 1882-5621
Éditeur: IEEE
DOI: 10.1109/wpmc63271.2024.10863612

Ensembling Probabilistic Regressors for Path Loss Prediction

Auteurs: Sotirios Sotiroudis, Zaharias Zaharis, Vasileios Rekkas, Lazaros Alexios Iliadis, Christos Christodoulou, Sotirios Goudos
Publié dans: Proceedings of the 4th URSI Atlantic RadioScience Conference – AT-RASC 2024, 2024, Page(s) 1-4
Éditeur: URSI – International Union of Radio Science
DOI: 10.46620/ursiatrasc24/jxik2862

Position based Near-Field Codebook Design and Beam Training for Extremely Large-Scale ARIS

Auteurs: Ahmed M. Nor, Octavian Fratu, Simona Halunga, Jiancheng An, Zaharias Zaharis, Pantelis Velanas
Publié dans: 2024 IEEE International Mediterranean Conference on Communications and Networking (MeditCom), 2024, Page(s) 215-220, ISBN 979-8-3503-0948-5
Éditeur: IEEE
DOI: 10.1109/meditcom61057.2024.10621207

Zero Forcing Beamforming With Sidelobe Suppression Using Neural Networks

Auteurs: Ioannis Mallioras, Traianos V. Yioultsis, Nikolaos V. Kantartzis, Pavlos I. Lazaridis, Atanas Vlahov, Vladimir Poulkov, Zaharias D. Zaharis
Publié dans: 28th European Wireless Conference, 2023, Page(s) 203-208
Éditeur: IEEE

Peer reviewed articles (10)

Improved Beamforming in 3D Space Applied to Realistic Planar Antenna Arrays by Using the Embedded Element Patterns

Auteurs: Zaharias D. Zaharis, Ioannis P. Gravas, Pavlos I. Lazaridis, Traianos V. Yioultsis, Thomas D. Xenos
Publié dans: IEEE Transactions on Vehicular Technology, Numéro 71/6, 2022, Page(s) 6145-6157, ISSN 0018-9545
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tvt.2022.3155966

UAV-Based Volumetric Measurements toward Radio Environment Map Construction and Analysis

Auteurs: Antoni Ivanov; Bilal Muhammad; Krasimir Tonchev; Albena Mihovska; Vladimir Poulkov
Publié dans: Sensors, Numéro 22/24, 2022, Page(s) 9705, ISSN 1424-8220
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s22249705

Optimization of Log-Periodic TV Reception Antenna with UHF Mobile Communications Band Rejection

Auteurs: Keyur K. Mistry, Pavlos I. Lazaridis, Zaharias D. Zaharis, Ioannis P. Chochliouros,Tian Hong Loh, Ioannis P. Gravas, David Cheadle
Publié dans: Electronics, Numéro 9/11, 2020, Page(s) 1830, ISSN 2079-9292
Éditeur: MDPI
DOI: 10.3390/electronics9111830

A Novel Three-Dimensional Direction-of-Arrival Estimation Approach Using a Deep Convolutional Neural Network

Auteurs: Constantinos M. Mylonakis, Zaharias D. Zaharis
Publié dans: IEEE Open Journal of Vehicular Technology, Numéro 5, 2025, Page(s) 643-657, ISSN 2644-1330
Éditeur: IEEE
DOI: 10.1109/ojvt.2024.3390833

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

Auteurs: Ioannis Mallioras, Zaharias D. Zaharis, Pavlos I. Lazaridis, Stelios Pantelopoulos
Publié dans: IEEE Transactions on Antennas and Propagation, Numéro 70, 2024, Page(s) 8833-8848, ISSN 0018-926X
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tap.2022.3168708

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

Auteurs: Georgios Kougioumtzidis, Vladimir Poulkov, Zaharias D. Zaharis, Pavlos I. Lazaridis
Publié dans: IEEE Access, Numéro 10, 2024, Page(s) 19507-19538, ISSN 2169-3536
Éditeur: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2022.3149592

The road to 6G: a comprehensive survey of deep learning applications in cell-free massive MIMO communications systems

Auteurs: Lazaros Alexios Iliadis, Zaharias D. Zaharis, Sotirios Sotiroudis, Panagiotis Sarigiannidis, George K. Karagiannidis, Sotirios K. Goudos
Publié dans: EURASIP Journal on Wireless Communications and Networking, Numéro 68, 2022, Page(s) 1-16, ISSN 1687-1472
Éditeur: Hindawi Publishing Corporation
DOI: 10.1186/s13638-022-02153-z

Enhancing Security in Near-Field RIS Communications Assisted by UAV

Auteurs: Asim Ul Haq, Parwinder Singh, Albena Mihovska, Michail J. Beliatis
Publié dans: IEEE Transactions on Consumer Electronics, 2025, Page(s) 1-1, ISSN 0098-3063
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tce.2025.3597084

Average Contiguous Duration (ACD)-Based Quantization for Secret Key Generation in Generalized Gamma Fading Channels

Auteurs: Muhammad Adil, Shurjeel Wyne, Syed Junaid Nawaz, Bilal Muhammad
Publié dans: IEEE Access, Numéro 9, 2021, Page(s) 110435-110450, ISSN 2169-3536
Éditeur: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2021.3100925

Feature-Based Generalized Gaussian Distribution Method for NLoS Detection in Ultra-Wideband (UWB) Indoor Positioning System

Auteurs: Fuhu Che; Qasim Zeeshan Ahmed; Jaron Fontaine; Ben Van Herbruggen; Adnan Shahid; Eli De Poorter; Pavlos I. Lazaridis
Publié dans: IEEE Sensors, Numéro 22/19, 2022, Page(s) 18726-18739, ISSN 1530-437X
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/jsen.2022.3198680

Book chapters (2)

A Comparison Between CPU and GPU Computing in DNN-Based DoA Estimation

Auteurs: Georgios Kokkinis, Qasim Z. Ahmed, Alistair Sambell, Ioannis P. Chochliouros, Pavlos I. Lazaridis, Zaharias D. Zaharis
Publié dans: Mechanisms and Machine Science, Proceedings of the UNIfied Conference of DAMAS, IncoME and TEPEN Conferences (UNIfied 2023), 2024, Page(s) 787-796, ISBN 978-3-031-49421-5
Éditeur: Springer Nature Switzerland
DOI: 10.1007/978-3-031-49421-5_64

Design and Optimization of a Yagi-Uda 5G-Rejecting TV Antenna

Auteurs: Ishq Adam, Pavlos I. Lazaridis, Qasim Z. Ahmed, Alistair Sambell, Ioannis P. Chochliouros, Zaharias D. Zaharis
Publié dans: Mechanisms and Machine Science, Proceedings of the UNIfied Conference of DAMAS, IncoME and TEPEN Conferences (UNIfied 2023), 2024, Page(s) 1221-1229, ISBN 978-3-031-49413-0
Éditeur: Springer Nature Switzerland
DOI: 10.1007/978-3-031-49413-0_95