Research Collaboration and Mobility for Beyond 5G Future Wireless Networks

Informacje na temat projektu

RECOMBINE

Identyfikator umowy o grant: 872857

DOI

10.3030/872857

Projekt został zamknięty

Data podpisania przez KE 27 Listopada 2019

Data rozpoczęcia 1 Stycznia 2020

Data zakończenia 31 Sierpnia 2025

Finansowanie w ramach

• EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions

Koszt całkowity

€ 478 400,00

Wkład UE

€ 478 400,00

Koordynowany przez

TECHNICAL UNIVERSITY OF SOFIA
Bulgaria

CORDIS oferuje możliwość skorzystania z odnośników do publicznie dostępnych publikacji i rezultatów projektów realizowanych w ramach programów ramowych HORYZONT.

Odnośniki do rezultatów i publikacji związanych z poszczególnymi projektami 7PR, a także odnośniki do niektórych konkretnych kategorii wyników, takich jak zbiory danych i oprogramowanie, są dynamicznie pobierane z systemu OpenAIRE .

Rezultaty

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

Publikacje

Conference proceedings (22)

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

Autorzy: Antoni Ivanov, Slavcho Neshev, Ivaylo Bozhilov, Atanas Vlahov, Radostina Petkova, Vladimir Poulkov, Albena Mihovska, Zaharias Zaharis, Stamatia Rizou
Opublikowane w: International Symposium on Wireless Personal Multimedia Communications (WPMC), 2025, Strona(/y) https://wpmc-2025.tu-sofia.bg/
Wydawca: IEEE
DOI: 10.5281/zenodo.16035511

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

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

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

Autorzy: Antoni Ivanov, Bilal Muhammad, Krasimir Tonchev, Albena Mihovska, Vladimir Poulkov
Opublikowane w: 2022 25th International Symposium on Wireless Personal Multimedia Communications (WPMC), Numer annually, 2022, Strona(/y) 250-255, ISBN 9781665473187
Wydawca: IEEE
DOI: 10.1109/wpmc55625.2022.10014732

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

Autorzy: Asim Ul Haq, Albena Mihovska, Pavlos Lazaridis, H Vincent Poor, Vladimir K Poulkov, Michail J Beliatis
Opublikowane w: Numer October 2024, 2024
Wydawca: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.36227/techrxiv.173337614.42512040/v1

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

Autorzy: Lazaros Alexios Iliadis; Zaharias D. Zaharis; Sotirios P. Sotiroudis; Panagiotis Sarigiannidis; George K. Karagiannidis; Sotirios K. Goudos
Opublikowane w: 2022 IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom), 2022, Strona(/y) 269-273, ISBN 978-1-6654-9750-3
Wydawca: IEEE
DOI: 10.1109/blackseacom54372.2022.9858306

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

Autorzy: Antoni Ivanov, Vladimir Poulkov, Agata Manolova, Albena Mihovska
Opublikowane w: 2024 27th International Symposium on Wireless Personal Multimedia Communications (WPMC), 2025, Strona(/y) 1-6
Wydawca: IEEE
DOI: 10.1109/wpmc63271.2024.10863303

Intelligent and QoE-aware Open Radio Access Networks

Autorzy: Georgios Kougioumtzidis, Vladimir Poulkov, Zaharias D. Zaharis, Pavlos I. Lazaridis
Opublikowane w: 2022 3rd URSI Atlantic and Asia Pacific Radio Science Meeting (AT-AP-RASC), 2022, Strona(/y) 1-4, ISBN 978-1-6654-9986-6
Wydawca: IEEE
DOI: 10.23919/at-ap-rasc54737.2022.9814435

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

Autorzy: Albena Mihovska, Atanas Vlahov, Vladimir Poulkov
Opublikowane w: 2024 Wireless Telecommunications Symposium (WTS), 2024, Strona(/y) 1-6
Wydawca: IEEE
DOI: 10.1109/wts60164.2024.10536689

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

Autorzy: Atanas Vlahov, Vladimir Poulkov, Pavlos I. Lazaridis, Zaharias D. Zaharis
Opublikowane w: 28th European Wireless Conference, 2023, Strona(/y) 174-178
Wydawca: IEEE

Interpolation Accuracy Evaluation for 3D Radio Environment Maps Construction

Autorzy: Antoni Ivanov, Krasimir Tonchev, Vladimir Poulkov, Agata Manolova, Atanas Vlahov
Opublikowane w: 2023 26th International Symposium on Wireless Personal Multimedia Communications (WPMC), 2023, Strona(/y) 1-7
Wydawca: IEEE
DOI: 10.1109/wpmc59531.2023.10338952

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

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

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

Autorzy: Giorgos Kokkinis; Zaharias D. Zaharis; Pavlos I. Lazaridis; Nikolaos V. Kantartzis
Opublikowane w: 2022 3rd URSI Atlantic and Asia Pacific Radio Science Meeting (AT-AP-RASC), 2022, Strona(/y) 1-4, ISBN 978-1-6654-9986-6
Wydawca: IEEE
DOI: 10.23919/at-ap-rasc54737.2022.9814259

A Novel Utilization of NARX for Antenna Array Adaptive Beamforming

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

Antenna Array Beamforming Based on Deep Learning Neural Network Architectures

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

Autorzy: Somayeh Komeylian, Albena Dimitrova Mihovska, Mahasweta Sarkar, Christopher Paolini
Opublikowane w: 2024 IEEE Wireless Communications and Networking Conference (WCNC), Numer April 2024, 2024, Strona(/y) 1-6
Wydawca: IEEE
DOI: 10.1109/wcnc57260.2024.10571066

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

Autorzy: Mandeep Singh, Moatasim Mahmoud, Rizou Stamatia, Zaharias D. Zaharis, Pavlos I. Lazaridis, Vladimir K. Poulkov, Wenyan Wu
Opublikowane w: 2024 Advanced Topics on Measurement and Simulation (ATOMS), 2025, Strona(/y) 291-294, ISBN 979-8-3503-5837-7
Wydawca: IEEE
DOI: 10.1109/atoms60779.2024.10921618

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

Autorzy: Yuzhou Chen; Sotiris Batsakis; H. Vincent Poor
Opublikowane w: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023
Wydawca: IEEE
DOI: 10.1109/icassp49357.2023.10095012

RF Propagation and Interferences Challenges for UAVs Swarm Detection and Positioning

Autorzy: Octavian Fratu; Ahmed M. Nor; Simona Halunga; Zaharias D. Zaharis
Opublikowane w: 2022 25th International Symposium on Wireless Personal Multimedia Communications (WPMC), 2022, Strona(/y) 501-504, ISBN 978-1-6654-7319-4
Wydawca: IEEE
DOI: 10.1109/wpmc55625.2022.10014750

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

Autorzy: Antoni Ivanov, Atanas Vlahov, Vladimir Poulkov, Traianos Yioultsis, Zaharias Zaharis
Opublikowane w: 2024 27th International Symposium on Wireless Personal Multimedia Communications (WPMC), 2025, Strona(/y) 1-5, ISSN 1882-5621
Wydawca: IEEE
DOI: 10.1109/wpmc63271.2024.10863612

Ensembling Probabilistic Regressors for Path Loss Prediction

Autorzy: Sotirios Sotiroudis, Zaharias Zaharis, Vasileios Rekkas, Lazaros Alexios Iliadis, Christos Christodoulou, Sotirios Goudos
Opublikowane w: Proceedings of the 4th URSI Atlantic RadioScience Conference – AT-RASC 2024, 2024, Strona(/y) 1-4
Wydawca: 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

Autorzy: Ahmed M. Nor, Octavian Fratu, Simona Halunga, Jiancheng An, Zaharias Zaharis, Pantelis Velanas
Opublikowane w: 2024 IEEE International Mediterranean Conference on Communications and Networking (MeditCom), 2024, Strona(/y) 215-220, ISBN 979-8-3503-0948-5
Wydawca: IEEE
DOI: 10.1109/meditcom61057.2024.10621207

Zero Forcing Beamforming With Sidelobe Suppression Using Neural Networks

Autorzy: Ioannis Mallioras, Traianos V. Yioultsis, Nikolaos V. Kantartzis, Pavlos I. Lazaridis, Atanas Vlahov, Vladimir Poulkov, Zaharias D. Zaharis
Opublikowane w: 28th European Wireless Conference, 2023, Strona(/y) 203-208
Wydawca: IEEE

Peer reviewed articles (10)

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

Autorzy: Zaharias D. Zaharis, Ioannis P. Gravas, Pavlos I. Lazaridis, Traianos V. Yioultsis, Thomas D. Xenos
Opublikowane w: IEEE Transactions on Vehicular Technology, Numer 71/6, 2022, Strona(/y) 6145-6157, ISSN 0018-9545
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tvt.2022.3155966

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

Autorzy: Antoni Ivanov; Bilal Muhammad; Krasimir Tonchev; Albena Mihovska; Vladimir Poulkov
Opublikowane w: Sensors, Numer 22/24, 2022, Strona(/y) 9705, ISSN 1424-8220
Wydawca: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s22249705

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

Autorzy: Keyur K. Mistry, Pavlos I. Lazaridis, Zaharias D. Zaharis, Ioannis P. Chochliouros,Tian Hong Loh, Ioannis P. Gravas, David Cheadle
Opublikowane w: Electronics, Numer 9/11, 2020, Strona(/y) 1830, ISSN 2079-9292
Wydawca: MDPI
DOI: 10.3390/electronics9111830

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

Autorzy: Constantinos M. Mylonakis, Zaharias D. Zaharis
Opublikowane w: IEEE Open Journal of Vehicular Technology, Numer 5, 2025, Strona(/y) 643-657, ISSN 2644-1330
Wydawca: IEEE
DOI: 10.1109/ojvt.2024.3390833

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

Autorzy: Ioannis Mallioras, Zaharias D. Zaharis, Pavlos I. Lazaridis, Stelios Pantelopoulos
Opublikowane w: IEEE Transactions on Antennas and Propagation, Numer 70, 2024, Strona(/y) 8833-8848, ISSN 0018-926X
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tap.2022.3168708

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

Autorzy: Georgios Kougioumtzidis, Vladimir Poulkov, Zaharias D. Zaharis, Pavlos I. Lazaridis
Opublikowane w: IEEE Access, Numer 10, 2024, Strona(/y) 19507-19538, ISSN 2169-3536
Wydawca: 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

Autorzy: Lazaros Alexios Iliadis, Zaharias D. Zaharis, Sotirios Sotiroudis, Panagiotis Sarigiannidis, George K. Karagiannidis, Sotirios K. Goudos
Opublikowane w: EURASIP Journal on Wireless Communications and Networking, Numer 68, 2022, Strona(/y) 1-16, ISSN 1687-1472
Wydawca: Hindawi Publishing Corporation
DOI: 10.1186/s13638-022-02153-z

Enhancing Security in Near-Field RIS Communications Assisted by UAV

Autorzy: Asim Ul Haq, Parwinder Singh, Albena Mihovska, Michail J. Beliatis
Opublikowane w: IEEE Transactions on Consumer Electronics, 2025, Strona(/y) 1-1, ISSN 0098-3063
Wydawca: 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

Autorzy: Muhammad Adil, Shurjeel Wyne, Syed Junaid Nawaz, Bilal Muhammad
Opublikowane w: IEEE Access, Numer 9, 2021, Strona(/y) 110435-110450, ISSN 2169-3536
Wydawca: 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

Autorzy: Fuhu Che; Qasim Zeeshan Ahmed; Jaron Fontaine; Ben Van Herbruggen; Adnan Shahid; Eli De Poorter; Pavlos I. Lazaridis
Opublikowane w: IEEE Sensors, Numer 22/19, 2022, Strona(/y) 18726-18739, ISSN 1530-437X
Wydawca: 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

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

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

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