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Research Collaboration and Mobility for Beyond 5G Future Wireless Networks

Deliverables

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Publications

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, 652, 2022, Page(s) 98–107, ISBN 978-3-031-08340-2
Publisher: Springer, Cham
DOI: 10.1007/978-3-031-08341-9_9

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

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

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

Author(s): Giorgos Kokkinis; Zaharias D. Zaharis; Pavlos I. Lazaridis; Nikolaos V. Kantartzis
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-rasc54737.2022.9814259

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

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

RF Propagation and Interferences Challenges for UAVs Swarm Detection and Positioning

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

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

Author(s): Zaharias D. Zaharis; Ioannis P. Gravas; Pavlos Lazaridis; Traianos V. Yioultsis; Thomas D. Xenos
Published in: IEEE Transactions on Vehicular Technology, 2022, ISSN 0018-9545
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tvt.2022.3155966

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, 10, 2022, Page(s) 19507 - 19538, ISSN 2169-3536
Publisher: 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

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

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

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

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, 2022, ISSN 0018-926X
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tap.2022.3168708

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, 10/17, 2021, Page(s) 2044, ISSN 2079-9292
Publisher: MDPI
DOI: 10.3390/electronics10172044