Publications

A framework for energy and carbon footprint analysis of distributed and federated edge learningSavazzi, Stefano Kianoush, Sanaz Rampa, Vittorio Bennis, Mehdi32nd IEEE Annual International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC, pp. 1564–1569, Virtual, Helsinki, September 2021

Assessing Cardiac Electro-Mechanical Deconditioning During Bed Rest Using Smartphone's Inertial SensorsSolbiati S Paglialonga A Costantini L Simunic B Pisot R Narici MV Caiani EG2021 Computing in Cardiology (CinC 2021), 12-15/09/2021

D3.2: Deployed RadioSense infrastructure inside the testing plant: cloud and data structuresSanaz Kianoush Stefano Savazzi Stephan Sigg Daquing Zhang2021

On the feasibility of covert channels through Short-Message-ServiceSara Narteni Ivan Vaccari Maurizio Mongelli Maurizio Aiello Enrico CambiasoITASEC21, Online, 07/04/2021, 09/04/2021

DoS Attacks in Available MQTT Implementations: Investigating the Impact on Brokers and Devices, and supported Anti-DoS ProtectionsUmberto Morelli Ivan Vaccari Silvio Ranise Enrico CambiasoThe 16th International Conference on Availability, Reliability and Security (ARES 2021), pp. 1–9, Online, 17/08/2021, 20/08/2021

Decentralized Federated Learning for Extended Sensing in 6G Connected and Automated VehiclesLuca Barbieri Stefano Savazzi Monica NicoliMACHINE LEARNING AND 5G/6G NETWORKS: INTERPLAY AND SYNERGIES, edited by Sergio Barbarossa, Andrea Zanella. Roma: Texmat, 2021

Emotion recognition from multimodal physiological measurements based on an interpretable feature selection methodPolo E.M. Mollura M. Lenatti M. Zanet M. Paglialonga A. Barbieri R.43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, pp. 989–992, virtual conference, 31/10/2021-04/11/2021

Cooperation of unmanned systems for agricultural applications: A case study in a vineyardMartina Mammarella Lorenzo Comba Alessandro Biglia Fabrizio Dabbene Paolo GayBiosystems engineering (Online) (2021): 1–22. doi:10.1016/j.biosystemseng.2021.12.010

Evaluation of a Novel Speech-in-Noise Test for Hearing Screening: Classification Performance and Transducers' CharacteristicsZanet M. Polo E.M. Lenatti M. van Waterschoot T. Mongelli M. Barbieri R. Paglialonga A.IEEE Journal of Biomedical and Health Informatics 25 (2021): 4300–4307. doi:10.1109/JBHI.2021.3100368

Design and characterization of the damage induced by irradiation in optical coatings for space applicationsSanti, Giovanni Favaro, Giulio Corso, Alain J. Doyle, Dominic Pelizzo, Maria G.Proceedings of SPIE, the International Society for Optical Engineering 11820 (2021). doi:10.1117/12.2594510

Eavesdropping with Intelligent Reflective Surfaces: Threats and Defense StrategiesFrancesco Malandrino Alessandro Nordio Carla Fabiana ChiasseriniIEEE WiOpt, 2021

Near infrared photoimmunotherapy targeting the cutaneous lymphocyte antigen for mycosis fungoidesSilic-Benussi, Micol Saponeri, Andrea Michelotto, Anna Russo, Irene Colombo, Anna Pelizzo, Maria Guglielmina Ciminale, Vincenzo Alaibac, MauroExpert opinion on biological therapy 21 (2021): 977–981. doi:10.1080/14712598.2021.1858791

Identifying and Mitigating Phishing Attack Threats in IoT Use Cases Using a Threat Modelling ApproachSyed Ghazanfar Abbas Ivan Vaccari Faisal Hussain Shahzaib Zahid Ubaid Ullah Fayyaz Ghalib A. Shah Taimur Bakhshi Enrico CambiasoSensors (Basel) 21 (2021). doi:10.3390/s21144816

Damage to Relativistic Interstellar Spacecraft by ISM Impact Gas AccumulationDrobny, Jon Cohen, Alexander N. Curreli, Davide Lubin, Philip Pelizzo, Maria G. Umansky, MaximThe Astrophysical journal 908 (2021). doi:10.3847/1538-4357/abd4ec

Ad-hoc, mobile, and wireless networksM. R. Palattella S. ScanzioInternet Technology Letters 4 (2021): 1–5. doi:10.1002/itl2.308

Dependence of the damage in optical metal/dielectric coatings on the energy of ions in irradiation experiments for space qualificationPelizzo, Maria G. Corso, Alain J. Santi, Giovanni Hübner, René Garoli, Denis Doyle, Dominic Lubin, Philip Cohen, Alexander N. Erlikhman, Jacob Favaro, Giulio Bazzan, Marco Drobny, Jon Curreli, Davide Umansky, MaximScientific reports (Nature Publishing Group) 11 (2021). doi:10.1038/s41598-021-82860-7

Perpetrate cyber-threats using IoT devices as attack vector: the ESP8266 use caseIvan Vaccari Sara Narteni Maurizio Mongelli Maurizio Aiello Enrico CambiasoITASEC21, Online, 07/04/2021, 09/04/2021

CryoRad - Follow On - Progress Report Deliverable 04.3Giovanni Macelloni Marco Brogioni Marion Leduc-Leballeur Francesco Montomoli Massimo Baldi Andrea Donati Ada Vittoria Bosisio Giacomo De Carolis Giulia Pica Luca Ciofaniello Giovanni AlbertiDel 04.3, 2021

Investigations on polarization dynamics of birefringent spin-VCSELsJung N. Lindemann M. Pusch T. Hashib M.F. Hoti P. Debernardi P. Michalzik R. Hofmann M.R. Gerhardt N.C.SPIE OPTO, 2021, Online Only, 19-29 April 2021

CryoRad - Follow On - Progress Report Deliverable 04.2Giovanni Macelloni Marco Brogioni Marion Leduc-Leballeur Francesco Montomoli Massimo Baldi Ada Vittoria Bosisio Giacomo De Carolis Francesca De Santis Alberto Toccafondi Giulia Pica Luca Ciofaniello Giovanni AlbertiDel 04.2, 2021

Towards Node Liability in Federated Learning: Computational Cost and Network OverheadFrancesco Malandrino Carla Fabiana ChiasseriniIEEE communications magazine (Online) (2021).

CryoRad - Follow On - Progress Report Deliverable 04.1Giovanni Macelloni Marco Brogioni Marion Leduc-Leballeur Francesco Montomoli Massimo Baldi Ada Vittoria Bosisio Giacomo De Carolis Francesca De Santis Alberto Toccafondi Giulia Pica Luca Ciofaniello Giovanni AlbertiDel 04.1, 2021

Heterogeneous Computing for AI and Big Data in High Energy PhysicsD. D'Agostino D. CesiniFrontiers in Big Data 4 (2021): 652881. doi:10.3389/fdata.2021.652881

Cooperation of unmanned systems for agricultural applications: A theoretical frameworkMammarella, Martina Comba, Lorenzo Biglia, Alessandro Dabbene, Fabrizio Gay, PaoloBiosystems engineering (2021): 1–20. doi:10.1016/j.biosystemseng.2021.11.008

A generative adversarial network (GAN) technique for internet of medical things dataVaccari I. Orani V. Paglialonga A. Cambiaso E. Mongelli M.Sensors (Basel) 21 (2021). doi:10.3390/s21113726

Utilizzo del software implementato in grado di importare le timbrature orarie del personale all'interno dei relativi fogli presenzaEnrico Cambiaso2021

Prediction error quantification through probabilistic scalingVictor Mirasierra Martina Mammarella Fabrizio Dabbene Teodoro AlamoIEEE Control Systems Letters (2021). doi:10.1109/LCSYS.2021.3087361

Hardware and Software Solutions for Energy-Efficient Computing in Scientific ProgrammingD. D'Agostino I. Merelli M. Aldinucci D. CesiniScientific programming 2021 (2021): ID 5514284. doi:10.1155/2021/5514284

Evaluating the possibility to perpetrate tunneling attacks exploiting short-message-serviceNarteni S. Vaccari I. Mongelli M. Aiello M. Cambiaso E.Journal of internet services and information security (Print) 11 (2021): 30–46. doi:10.22667/JISIS.2021.08.31.030

Edge-powered Assisted Driving For Connected CarsFrancesco Malandrino Carla Fabiana Chiasserini Gian Michele dell'AeraIEEE transactions on mobile computing (2021).

Perpetrate cyber-attacks using IoT devices as attack vector: The ESP8266 use caseVaccari I. Narteni S. Mongelli M. Aiello M. Cambiaso E.Italian Conference on CyberSecurity (ITASEC21), pp. 35–46, Online, 07-09/04/2021

Exploring the Solar Wind from Its Source on the Corona into the Inner Heliosphere during the First Solar Orbiter-Parker Solar Probe QuadratureTelloni D. Andretta V. Antonucci E. Bemporad A. Capuano G.E. Fineschi S. Giordano S. Habbal S. Perrone D. Pinto R.F. Sorriso-Valvo L. Spadaro D. Susino R. Woodham L.D. Zank G.P. Romoli M. Bale S.D. Kasper J.C. Auchere F. Bruno R. Capobianco G. Case A.W. Casini C. Casti M. Chioetto P. Corso A.J. Da Deppo V. De Leo Y. Dudok De Wit T. Frassati F. Frassetto F. Goetz K. Guglielmino S.L. Harvey P.R. Heinzel P. Jerse G. Korreck K.E. Landini F. Larson D. Liberatore A. Livi R. Macdowall R.J. Magli E. Malaspina D.M. Massone G. Messerotti M. Moses J.D. Naletto G. Nicolini G. Nistico G. Panasenco O. Pancrazzi M. Pelizzo M.G. Pulupa M. Reale F. Romano P. Sasso C. Schuhle U. Stangalini M. Stevens M.L. Strachan L. Straus T. Teriaca L. Uslenghi M. Velli M. Verscharen D. Volpicelli C.A. Whittlesey P. Zangrilli L. Zimbardo G. Zuppella P.The astrophysical journal. Letters (Print) 920 (2021): L14-1–L14-8. doi:10.3847/2041-8213/ac282f

Calibration-Free Target Detection Based on Thermal and Distance Sensor FusionKianoush, Sanaz Savazzi, Stefano Rampa, Vittorio Costa, Leonardo Tolochenko, Denis2021 IEEE Sensors, pp. 1–4, Sydney, Australia, 31/10/2021-3/11/2021

Experimental Characterization of Asynchronous Notification Latency for Subscriptions in OPC UAC. Zunino G. Cena S. Scanzio A. Valenzano26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA ), pp. 1–8, Vasteras, Sept. 7-10, 2021

Robustness and Optimization of PRIL Techniques for Energy Saving in TSCH NetworksS. Scanzio G. Cena L. Seno A. Valenzano26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA ), pp. 1–8, Vasteras, Sept. 7-10, 2021

Predicting Wi-Fi link quality through artificial neural networksS. Scanzio F. Xia G. Cena A. ValenzanoInternet Technology Letters 2022 (2021): 1–7. doi:10.1002/itl2.326

The EXTraS Project: Exploring the X-ray transient and variable skyA. De Luca R. Salvaterra A. Belfiore S. Carpano D. D'Agostino F. Haberl G. L. Israel D. Law-Green G. Lisini M. Marelli G. Novara A. M. Read G. Rodriguez-Castillo S. R. Rosen 6 D. Salvetti A. Tiengo G. Vianello M. G. Watson C. Delvaux T. Dickens P. Esposito J. Greiner H. Hammerle A. Kreikenbohm S. Kreykenbohm M. Oertel D. Pizzocaro J. P. Pye S. Sandrelli B. Stelzer J. Wilms F. ZagariaAstronomy & astrophysics (Print) 650 (2021): A167. doi:10.1051/0004-6361/202039783

Documentazione tecnica nell'ambito del progetto ReHome - Descrizione, set-up e sviluppo software per l'analisi del task UPDRS del Leg-agilityValerio Votta2021

Geospatial correlation analysis between air pollution indicators and estimated speed of covid-19 diffusion in the lombardy region (Italy)Gianquintieri L. Brovelli M.A. Pagliosa A. Bonora R. Sechi G.M. Caiani E.G.International journal of environmental research and public health (Print) 18 (2021). doi:10.3390/ijerph182212154

Automated left and right ventricular chamber segmentation in cardiac magnetic resonance images using dense fully convolutional neural networkPenso, Marco Moccia, Sara Scafuri, Stefano Muscogiuri, Giuseppe Pontone, Gianluca Pepi, Mauro Caiani, Enrico GianlucaComputer methods and programs in biomedicine (Print) 204 (2021). doi:10.1016/j.cmpb.2021.106059

Evaluation of Cardiac Circadian Rhythm Deconditioning Induced by 5-to-60 Days of Head-Down Bed RestSolbiati, Sarah Martin-Yebra, Alba Vaida, Pierre Caiani, Enrico G.Frontiers in physiology 11 (2021). doi:10.3389/fphys.2020.612188

Dual-Band Piecewise-Linear Profile Feed-Horns for the Copernicus Imaging Microwave Radiometer MissionAddamo G. Virone G. Lumia M. Fiorelli B. Dassano G. Grilli M. Peverini O.A.IEEE antennas and wireless propagation letters 20 (2021): 2105–2109. doi:10.1109/LAWP.2021.3098375

The large scale polarization explorer (LSPE) for CMB measurements: Performance forecastAddamo G. Ade P.A.R. Baccigalupi C. Baldini A.M. Battaglia P.M. Battistelli E.S. Bau A. De Bernardis P. Bersanelli M. Biasotti M. Boscaleri A. Caccianiga B. Caprioli S. Cavaliere F. Cei F. Cleary K.A. Columbro F. Coppi G. Coppolecchia A. Cuttaia F. D'Alessandro G. De Gasperis G. De Petris M. Fafone V. Farsian F. Ferrari Barusso L. Fontanelli F. Franceschet C. Gaier T.C. Galli L. Gatti F. Genova-Santos R. Gerbino M. Gervasi M. Ghigna T. Grosso D. Gruppuso A. Gualtieri R. Incardona F. Jones M.E. Kangaslahti P. Krachmalnicoff N. Lamagna L. Lattanzi M. Lopez-Caraballo C.H. Lumia M. Mainini R. Maino D. Mandelli S. Maris M. Masi S. Matarrese S. May A. Mele L. Mena P. Mennella A. Molina R. Molinari D. Morgante G. Natale U. Nati F. Natoli P. Pagano L. Paiella A. Panico F. Paonessa F. Paradiso S. Passerini A. Perez-De-Taoro M. Peverini O.A. Pezzotta F. Piacentini F. Piccirillo L. Pisano G. Polenta G. Poletti D. Presta G. Realini S. Reyes N. Rocchi A. Rubino-Martin J.A. Sandri M. Sartor S. Schillaci A. Signorelli G. Siri B. Soria M. Spinella F. Tapia V. Tartari A. Taylor A.C. Terenzi L. Tomasi M. Tommasi E. Tucker C. Vaccaro D. Vigano D.M. Villa F. Virone G. Vittorio N. Volpe A. Watkins R.E.J. Zacchei A. Zannoni M.Journal of cosmology and astroparticle physics 2021 (2021). doi:10.1088/1475-7516/2021/08/008

Thermal Vacuum Cold Target for the Metop SG MicroWave ImagerVirone, Giuseppe Addamo, Giuseppe Bosisio, Ada Vittoria Zannoni, Mario Valenziano, Luca Rizzo, Davide Radaelli, PaoloIEEE journal of selected topics in applied earth observations and remote sensing (Print) 14 (2021): 10348–10356. doi:10.1109/JSTARS.2021.3117123

Enhanced efficiency and reduced side lobe level convex conformal reflectarrayBeccaria M. Addamo G. Orefice M. Peverini O. Manfredi D. Calignano F. Virone G. Pirinoli P.Applied sciences 11 (2021). doi:10.3390/app11219893

3D Printing of a Monolithic K/Ka-Band Dual-Circular Polarization Antenna-Feeding NetworkAddamo, Giuseppe Lumia, Mauro Calignano, Flaviana Paonessa, Fabio Virone, Giuseppe Manfredi, Diego Iuliano, Luca Peverini, Oscar A.IEEE access 9 (2021): 88243–88255. doi:10.1109/ACCESS.2021.3089826

The Aperture Array Verification System 1: System overview and early commissioning resultsBenthem P. Wayth R. De Lera Acedo E. Zarb Adami K. Alderighi M. Belli C. Bolli P. Booler T. Borg J. Broderick J.W. Chiarucci S. Chiello R. Ciani L. Comoretto G. Crosse B. Davidson D. Demarco A. Emrich D. Van Es A. Fierro D. Faulkner A. Gerbers M. Razavi-Ghods N. Hall P. Horsley L. Juswardy B. Kenney D. Steele K. Magro A. Mattana A. Mckinley B. Monari J. Naldi G. Nanni J. Di Ninni P. Paonessa F. Perini F. Poloni M. Pupillo G. Rusticelli S. Schiaffino M. Schilliro F. Schnetler H. Singuaroli R. Sokolowski M. Sutinjo A. Tartarini G. Ung D. Bij De Vaate J.G. Virone G. Walker M. Waterson M. Wijnholds S.J. Williams A.Astronomy & astrophysics (Print) 655 (2021). doi:10.1051/0004-6361/202040086

Opportunities of Federated Learning in Connected, Cooperative, and Automated Industrial SystemsSavazzi S. Nicoli M. Bennis M. Kianoush S. Barbieri L.IEEE communications magazine (Print) 59 (2021): 16–21. doi:10.1109/MCOM.001.2000200

Preliminary sensitivity verification of the SKA-Low AAVS2 prototypeSokolowski M. Broderick J.W. Wayth R.B. Davidson D.B. Tingay S.J. Ung D. Benthem P. Bercigli M. Bolli P. Booler T. Chiello R. Comoretto G. Di Ninni P. Kovaleva M. MacArio G. Magrok A. Mattana A. Monari J. Perini F. Pupillo G. Schiaffino M. Sutinjo A. Van Es A. Virone G. Waterson M.Eucap 2021, 22-26 March 2021

Single-Layered Frequency Selective Surface for Polarization Processing by Transmission Through Elementary Simple Structure Unit Cell ArraySilaghi, Andrei-Marius De Sabata, Aldo Matekovits, LadislauIEEE access 9 (2021): 30615–30625. doi:10.1109/ACCESS.2021.3060155