
Ph.D. in Ingegneria Elettrica, Elettronica E Delle Comunicazioni , 33rd cycle (2017-2020)
Ph.D. obtained in 2021
Dissertation:
Link optimization considerations for 5G and beyond wireless communications (Abstract)
Tutors:
Roberto Garello Marina Mondin
Research presentation:
Video presentation PosterProfile
Research topic
System level optimization of 5G communication link components at physical layer
Research interests
Biography
Furthermore, research has been focused on machine learning algorithms. Firstly, in order to realize an automatic crack detection system using deep neural network for image processing to relieve the presence of cracks in urban tunnels. This work brought a pull paper publication in the international journal Transportation Research Record. Finally, the study has been focused on the applicability of machine learning techniques for wireless communications, especially for automatic modulation detection on the received signal for a user, in scenarios where information about system level modulation are not available.
Finally, the last topic of my research has been about Quantum communications focusing on QKD (Quantum Key Distribution) for transmission of secret encryption keys with very high reliability, in scenarios which is essential to not be intercepted by an eavesdropper.
During the PhD I spent three periods in California State University of Los Angeles (CA, USA) to carry out the research activity in the QKD and Machine learning topics. The research carried out in QKD field brought to many publications in different SPIE proceedings between 2018 and 2019. In these periods I taught in many classes for signal processing and wireless communications.
Publications
Works published during the Ph.D. View all publications in Porto@Iris
- DI STASIO, Francesco (2021)
Link optimization considerations for 5G and beyond wireless communications. relatore: GARELLO, Roberto; MONDIN, Marina; , 33. XXXIII Ciclo, P.: 126
Doctoral Thesis - Mondin, Marina; Daneshgaran, Fred; Arnon, Shlomi; Genovese, Marco; Bari, Inam; Khan, ... (2021)
Results of the NATO project: Analysis, design, and implementation of an end-to-end QKD link. In: Quantum Communications and Quantum Imaging XIX, San Diego, CA (US), 1-5 August, 2021, pp. 1-7
Contributo in Atti di Convegno (Proceeding) - Mondin, M.; Daneshgaran, F.; Di Stasio, F.; Arnon, S.; Kupferman, J.; Genovese, M.; ... (2020)
Analysis, Design and Implementation of an End-to-End QKD Link. In: NATO Science for Peace and Security Series B: Physics and Biophysics / S.N., S.L., Springer, pp. 55-64. ISBN: 978-94-024-2020-3
Contributo in Volume - Riviello, D. G.; Di Stasio, F. (2019)
5G beamforming implementation and trade-off investigation of cylindrical array arrangements. In: 22nd International Symposium on Wireless Personal Multimedia Communications, WPMC 2019, Lisbona, Portogallo, 24-27 Novembre 2019, pp. 1-6. ISBN: 978-1-7281-5419-0
Contributo in Atti di Convegno (Proceeding) - Riviello, D. G.; Di Stasio, F. (2019)
Analysis of circular and cylindrical array arrangements for mmwave 5G beamforming techniques. In: 24th IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, CAMAD 2019, Limassol, Cipro, 11-13 Settembre 2019, pp. 1-4. ISSN 2378-4873. ISBN: 978-1-7281-1016-5
Contributo in Atti di Convegno (Proceeding)