Research Collaboration and Mobility for Beyond 5G Future Wireless Networks

Informazioni relative al progetto

RECOMBINE

ID dell’accordo di sovvenzione: 872857

DOI

10.3030/872857

Progetto chiuso

Data della firma CE 27 Novembre 2019

Data di avvio 1 Gennaio 2020

Data di completamento 31 Agosto 2025

Finanziato da

• EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions

Costo totale

€ 478 400,00

Contributo UE

€ 478 400,00

Coordinato da

TECHNICAL UNIVERSITY OF SOFIA
Bulgaria

CORDIS fornisce collegamenti ai risultati finali pubblici e alle pubblicazioni dei progetti ORIZZONTE.

I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Risultati finali

Documents, reports (19)

Reports on Deep learning for LSA

Reports on Deep learning for LSA -M56

Reports on ML for enhanced QoE M28

Reports on ML for enhanced QoE M50

Reports on generic designs of access nodes under multiple requirements

Reports on generic designs of access nodes under multiple requirements M51

Standardisation (initial and final report)

Standardisation (initial report) M64

Report on channel propagation models for UAV

Report on channel propagation models for UAV M58

Reports on antennas suitable for UAVs M24

Reports on antennas suitable for UAVs M48

Public website and project presentation
Performance Analysis for Video Distributions

Performance Analysis of Video Distributions - M66

Report on advanced algorithms for antenna array digital BF using AI

Report on advanced algorithms for antenna array digital BF using AI-M60

Reports on BMs for FWN

Reports on BMs for FWNThis would be aliving document and updated at M60

Analysis and Verification of IoT algorithms for URLLC
Integrated system prototype and report on S&S design for UAVs
Integrated system prototype and report on SLAM algorithms for mm-Wave
Reports on MANO framework for FWN Architecture

Reports on MANO framework for FWN Architecture M56

Mid-term meeting

M33 Minutes of mid-term meeting

Reports on ML for network prediction M24

Reports on ML for network prediction M48

Report on LSA for Machine-type Communications

Report on LSA for Machine-type Communications M58

Report on antenna design using multiple requirements

Report on antenna design using multiple requirements -M60

Communication and Dissemination plan M8

Open Research Data Pilot (1)

Exploitation plan and report in developed exploitation activities

Exploitation plan and report in developed exploitation activities. Exploitation plan will be outlined at the project start but the final report will be delivered at M66

Pubblicazioni

Conference proceedings (22)

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

Autori: Antoni Ivanov, Slavcho Neshev, Ivaylo Bozhilov, Atanas Vlahov, Radostina Petkova, Vladimir Poulkov, Albena Mihovska, Zaharias Zaharis, Stamatia Rizou
Pubblicato in: International Symposium on Wireless Personal Multimedia Communications (WPMC), 2025, Pagina/e https://wpmc-2025.tu-sofia.bg/
Editore: IEEE
DOI: 10.5281/zenodo.16035511

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

Autori: Ioannis Mallioras, Zaharias D. Zaharis, Pavlos Lazaridis, Traianos V. Yioultsis, Nikolaos V. Kantartzis, Ioannis P. Chochliouros
Pubblicato in: Artificial Intelligence Applications and Innovations. AIAI 2022 IFIP WG 12.5 International Workshops. AIAI 2022. IFIP Advances in Information and Communication Technology, Numero 652, 2022, Pagina/e 98–107, ISBN 978-3-031-08340-2
Editore: Springer, Cham
DOI: 10.1007/978-3-031-08341-9_9

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

Autori: Antoni Ivanov, Bilal Muhammad, Krasimir Tonchev, Albena Mihovska, Vladimir Poulkov
Pubblicato in: 2022 25th International Symposium on Wireless Personal Multimedia Communications (WPMC), Numero annually, 2022, Pagina/e 250-255, ISBN 9781665473187
Editore: IEEE
DOI: 10.1109/wpmc55625.2022.10014732

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

Autori: Asim Ul Haq, Albena Mihovska, Pavlos Lazaridis, H Vincent Poor, Vladimir K Poulkov, Michail J Beliatis
Pubblicato in: Numero October 2024, 2024
Editore: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.36227/techrxiv.173337614.42512040/v1

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

Autori: Lazaros Alexios Iliadis; Zaharias D. Zaharis; Sotirios P. Sotiroudis; Panagiotis Sarigiannidis; George K. Karagiannidis; Sotirios K. Goudos
Pubblicato in: 2022 IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom), 2022, Pagina/e 269-273, ISBN 978-1-6654-9750-3
Editore: IEEE
DOI: 10.1109/blackseacom54372.2022.9858306

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

Autori: Antoni Ivanov, Vladimir Poulkov, Agata Manolova, Albena Mihovska
Pubblicato in: 2024 27th International Symposium on Wireless Personal Multimedia Communications (WPMC), 2025, Pagina/e 1-6
Editore: IEEE
DOI: 10.1109/wpmc63271.2024.10863303

Intelligent and QoE-aware Open Radio Access Networks

Autori: Georgios Kougioumtzidis, Vladimir Poulkov, Zaharias D. Zaharis, Pavlos I. Lazaridis
Pubblicato in: 2022 3rd URSI Atlantic and Asia Pacific Radio Science Meeting (AT-AP-RASC), 2022, Pagina/e 1-4, ISBN 978-1-6654-9986-6
Editore: IEEE
DOI: 10.23919/at-ap-rasc54737.2022.9814435

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

Autori: Albena Mihovska, Atanas Vlahov, Vladimir Poulkov
Pubblicato in: 2024 Wireless Telecommunications Symposium (WTS), 2024, Pagina/e 1-6
Editore: IEEE
DOI: 10.1109/wts60164.2024.10536689

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

Autori: Atanas Vlahov, Vladimir Poulkov, Pavlos I. Lazaridis, Zaharias D. Zaharis
Pubblicato in: 28th European Wireless Conference, 2023, Pagina/e 174-178
Editore: IEEE

Interpolation Accuracy Evaluation for 3D Radio Environment Maps Construction

Autori: Antoni Ivanov, Krasimir Tonchev, Vladimir Poulkov, Agata Manolova, Atanas Vlahov
Pubblicato in: 2023 26th International Symposium on Wireless Personal Multimedia Communications (WPMC), 2023, Pagina/e 1-7
Editore: IEEE
DOI: 10.1109/wpmc59531.2023.10338952

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

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

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

Autori: Giorgos Kokkinis; Zaharias D. Zaharis; Pavlos I. Lazaridis; Nikolaos V. Kantartzis
Pubblicato in: 2022 3rd URSI Atlantic and Asia Pacific Radio Science Meeting (AT-AP-RASC), 2022, Pagina/e 1-4, ISBN 978-1-6654-9986-6
Editore: IEEE
DOI: 10.23919/at-ap-rasc54737.2022.9814259

A Novel Utilization of NARX for Antenna Array Adaptive Beamforming

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

Antenna Array Beamforming Based on Deep Learning Neural Network Architectures

Autori: Haya Al Kassir; Zaharias D. Zaharis; Pavlos I. Lazaridis; Nikolaos V. Kantartzis; Traianos V. Yioultsis; Ioannis P. Chochliouros; Albena Mihovska; Thomas D. Xenos
Pubblicato in: 2022 3rd URSI Atlantic and Asia Pacific Radio Science Meeting (AT-AP-RASC), 2022, Pagina/e 1-4, ISBN 978-1-6654-9986-6
Editore: 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

Autori: Somayeh Komeylian, Albena Dimitrova Mihovska, Mahasweta Sarkar, Christopher Paolini
Pubblicato in: 2024 IEEE Wireless Communications and Networking Conference (WCNC), Numero April 2024, 2024, Pagina/e 1-6
Editore: IEEE
DOI: 10.1109/wcnc57260.2024.10571066

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

Autori: Mandeep Singh, Moatasim Mahmoud, Rizou Stamatia, Zaharias D. Zaharis, Pavlos I. Lazaridis, Vladimir K. Poulkov, Wenyan Wu
Pubblicato in: 2024 Advanced Topics on Measurement and Simulation (ATOMS), 2025, Pagina/e 291-294, ISBN 979-8-3503-5837-7
Editore: IEEE
DOI: 10.1109/atoms60779.2024.10921618

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

Autori: Yuzhou Chen; Sotiris Batsakis; H. Vincent Poor
Pubblicato in: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023
Editore: IEEE
DOI: 10.1109/icassp49357.2023.10095012

RF Propagation and Interferences Challenges for UAVs Swarm Detection and Positioning

Autori: Octavian Fratu; Ahmed M. Nor; Simona Halunga; Zaharias D. Zaharis
Pubblicato in: 2022 25th International Symposium on Wireless Personal Multimedia Communications (WPMC), 2022, Pagina/e 501-504, ISBN 978-1-6654-7319-4
Editore: IEEE
DOI: 10.1109/wpmc55625.2022.10014750

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

Autori: Antoni Ivanov, Atanas Vlahov, Vladimir Poulkov, Traianos Yioultsis, Zaharias Zaharis
Pubblicato in: 2024 27th International Symposium on Wireless Personal Multimedia Communications (WPMC), 2025, Pagina/e 1-5, ISSN 1882-5621
Editore: IEEE
DOI: 10.1109/wpmc63271.2024.10863612

Ensembling Probabilistic Regressors for Path Loss Prediction

Autori: Sotirios Sotiroudis, Zaharias Zaharis, Vasileios Rekkas, Lazaros Alexios Iliadis, Christos Christodoulou, Sotirios Goudos
Pubblicato in: Proceedings of the 4th URSI Atlantic RadioScience Conference – AT-RASC 2024, 2024, Pagina/e 1-4
Editore: 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

Autori: Ahmed M. Nor, Octavian Fratu, Simona Halunga, Jiancheng An, Zaharias Zaharis, Pantelis Velanas
Pubblicato in: 2024 IEEE International Mediterranean Conference on Communications and Networking (MeditCom), 2024, Pagina/e 215-220, ISBN 979-8-3503-0948-5
Editore: IEEE
DOI: 10.1109/meditcom61057.2024.10621207

Zero Forcing Beamforming With Sidelobe Suppression Using Neural Networks

Autori: Ioannis Mallioras, Traianos V. Yioultsis, Nikolaos V. Kantartzis, Pavlos I. Lazaridis, Atanas Vlahov, Vladimir Poulkov, Zaharias D. Zaharis
Pubblicato in: 28th European Wireless Conference, 2023, Pagina/e 203-208
Editore: IEEE

Peer reviewed articles (10)

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

Autori: Zaharias D. Zaharis, Ioannis P. Gravas, Pavlos I. Lazaridis, Traianos V. Yioultsis, Thomas D. Xenos
Pubblicato in: IEEE Transactions on Vehicular Technology, Numero 71/6, 2022, Pagina/e 6145-6157, ISSN 0018-9545
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tvt.2022.3155966

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

Autori: Antoni Ivanov; Bilal Muhammad; Krasimir Tonchev; Albena Mihovska; Vladimir Poulkov
Pubblicato in: Sensors, Numero 22/24, 2022, Pagina/e 9705, ISSN 1424-8220
Editore: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s22249705

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

Autori: Keyur K. Mistry, Pavlos I. Lazaridis, Zaharias D. Zaharis, Ioannis P. Chochliouros,Tian Hong Loh, Ioannis P. Gravas, David Cheadle
Pubblicato in: Electronics, Numero 9/11, 2020, Pagina/e 1830, ISSN 2079-9292
Editore: MDPI
DOI: 10.3390/electronics9111830

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

Autori: Constantinos M. Mylonakis, Zaharias D. Zaharis
Pubblicato in: IEEE Open Journal of Vehicular Technology, Numero 5, 2025, Pagina/e 643-657, ISSN 2644-1330
Editore: IEEE
DOI: 10.1109/ojvt.2024.3390833

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

Autori: Ioannis Mallioras, Zaharias D. Zaharis, Pavlos I. Lazaridis, Stelios Pantelopoulos
Pubblicato in: IEEE Transactions on Antennas and Propagation, Numero 70, 2024, Pagina/e 8833-8848, ISSN 0018-926X
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tap.2022.3168708

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

Autori: Georgios Kougioumtzidis, Vladimir Poulkov, Zaharias D. Zaharis, Pavlos I. Lazaridis
Pubblicato in: IEEE Access, Numero 10, 2024, Pagina/e 19507-19538, ISSN 2169-3536
Editore: 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

Autori: Lazaros Alexios Iliadis, Zaharias D. Zaharis, Sotirios Sotiroudis, Panagiotis Sarigiannidis, George K. Karagiannidis, Sotirios K. Goudos
Pubblicato in: EURASIP Journal on Wireless Communications and Networking, Numero 68, 2022, Pagina/e 1-16, ISSN 1687-1472
Editore: Hindawi Publishing Corporation
DOI: 10.1186/s13638-022-02153-z

Enhancing Security in Near-Field RIS Communications Assisted by UAV

Autori: Asim Ul Haq, Parwinder Singh, Albena Mihovska, Michail J. Beliatis
Pubblicato in: IEEE Transactions on Consumer Electronics, 2025, Pagina/e 1-1, ISSN 0098-3063
Editore: 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

Autori: Muhammad Adil, Shurjeel Wyne, Syed Junaid Nawaz, Bilal Muhammad
Pubblicato in: IEEE Access, Numero 9, 2021, Pagina/e 110435-110450, ISSN 2169-3536
Editore: 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

Autori: Fuhu Che; Qasim Zeeshan Ahmed; Jaron Fontaine; Ben Van Herbruggen; Adnan Shahid; Eli De Poorter; Pavlos I. Lazaridis
Pubblicato in: IEEE Sensors, Numero 22/19, 2022, Pagina/e 18726-18739, ISSN 1530-437X
Editore: 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

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

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

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