Luca Davoli

63 papers A 2B 1C 2Misc 1Journal 34Unranked 19
YearRankTypeTitle / Venue / Authors
2026 J jnl
Performance Assessment of DL for Network Intrusion Detection on a Constrained IoT Device.
Future Internet
Armin Mazinani, Daniele Antonucci, Luca Davoli, Gianluigi Ferrari
2025 J jnl
Air Quality Prediction via Embedded ML/DL and Quantized Models.
IEEE Access
Armin Mazinani, Daniele Antonucci, Danilo Pietro Pau, Luca Davoli, Gianluigi Ferrari
2025 J jnl
An IoT-based data analysis system: A case study on tomato cultivation under different irrigation regimes.
Comput. Electron. Agric.
Martina Galaverni, Giulia Oddi, Luca Preite, Laura Belli, Luca Davoli, Ilaria Marchioni, Margherita Rodolfi, Federico Solari, Deborah Beghé, Tommaso Ganino, Giuseppe Vignali, Gianluigi Ferrari
2025 — conf
Analysis of Daily Physical Activity by Garmin Smartwatches: A 7-Month Experiment.
ISMICT
Veronica Mattioli, Luca Davoli, Laura Belli, Riccardo Raheli, Gianluigi Ferrari
2025 J jnl
Deep Learning Algorithms for Cryptocurrency Price Prediction: A Comparative Analysis.
Distributed Ledger Technol. Res. Pract.
Armin Mazinani, Luca Davoli, Gianluigi Ferrari
2025 C conf
DistriMuSe - Distributed Multi-Sensor Systems for Human Safety and Health.
DSD
Johan Plomp, Fokke van Meulen, Juan José López Escobar, Eli De Poorter, Jeroen Hoebeke, Geert Vanstraelen, Michael Rölleke, Roberta Presta, Raúl Santos de la Cámara, Luca Davoli, Jaromír Hubálek
2025 — conf
Experimental Performance Assessment and Comparison of IMU-Equipped Wearable Devices for Gait Analysis.
BATS
Veronica Mattioli, Marco Sanfelici, Marta Bettini, Luca Davoli, Laura Belli, Riccardo Raheli, Gianluigi Ferrari
2025 — conf
Federated Learning-Assisted Privacy-Preserving Service Placement in Software-Defined Vehicles.
MetroAutomotive
Anum Nawaz, Luca Davoli, Laura Belli, Gianluigi Ferrari
2025 A conf
Multi-Partner Project: Electric Vehicle Data Acquisition and Valorisation: A Perspective from the OPEVA Project.
DATE
Alper Kanak, Salih Ergün, Ibrahim Arif, Ali Serdar Atalay, Serhat Ege Inanç, Oguzhan Herkiloglu, Ahmet Yazici, Yunus Sabri Kirca, Muhammed Ozberk, Alim Kerem Erdogmus, Ali Kafali, Dilara Bayar, Muhammed Oguz Tas, Luca Davoli, Laura Belli, Gianluigi Ferrari, Badar Muneer, Valentina Palazzi, Luca Roselli, Fabio Gelati
2025 A conf
Multi-Partner Project: Sports Performance and Health Assessment in the DistriMuse Project.
DATE
Luca Davoli, Laura Belli, Veronica Mattioli, Riccardo Raheli, Gianluigi Ferrari, Lorenzo Priano, Jaromir Hubalek, Lukás Smital, Andrea Nemcová, Daniela Chlibkova, Vlastimil Benes, Johan Plomp
2025 — conf
Optimizing Secure Group Communication in IoT Networks for Smart City Applications.
ISC2
Hafiz Humza Mahmood Ramza, Laura Belli, Luca Davoli, Gianluigi Ferrari
2025 J jnl
Prediction of hop cone ripening through Internet of Things (IoT) and Machine Learning (ML) technologies.
Comput. Electron. Agric.
Giulia Oddi, Martina Galaverni, Laura Belli, Margherita Rodolfi, Luca Davoli, Gianluigi Ferrari, Tommaso Ganino
2025 J jnl
RouMBLE: A Sink-Oriented Routing Protocol for BLE Mesh Networks.
IEEE Internet Things J.
Luca Davoli, Massimo Moreni, Gianluigi Ferrari
2025 C conf
The Story of NextPerception - A survey of the project vision and realisation with examples.
DSD
Johan Plomp, Michael Rölleke, Laura Belli, Felipe J. Gil-Castiñeira, Raúl Santos de la Cámara, Roberta Presta, Greet Bilsen, Fokke van Meulen, Luca Davoli, Jaromír Hubálek
2024 — conf
A Cloud-Oriented Indoor-Outdoor Real-Time Localization IoT Architecture for Industrial Environments.
CCNC
Laura Belli, Luca Davoli, Gianluigi Ferrari
2024 — conf
An Edge Computing-Oriented WoT Architecture for Air Quality Monitoring in Mobile Vehicular Scenarios.
CCNC
Luca Davoli, Laura Belli, Gianluigi Ferrari, Elisa Londero, Paolo Azzoni
2024 — conf
Benchmarking MLCommons Tiny Audio Denoising with Deployability Constraints.
GEM
Armin Mazinani, Danilo Pietro Pau, Luca Davoli, Gianluigi Ferrari
2024 J jnl
CSI-RSRP-Based Unnecessary Handover Mitigation Through Linear Regression in Dynamic 5G NR Environments.
IEEE Access
Sunil Mathew, Eleonora Oliosi, Luca Davoli, Nicolo Strozzi, Andrea Notari, Gianluigi Ferrari
2024 — conf
Deep Neural Quantization for Speech Detection of Parkinson Disease.
RTSI
Armin Mazinani, Danilo Pietro Pau, Luca Davoli, Gianluigi Ferrari
2024 J jnl
Harnessing Communication Heterogeneity: Architectural Design, Analytical Modeling, and Performance Evaluation of an IoT Multi-Interface Gateway.
IEEE Internet Things J.
Emanuele Pagliari, Luca Davoli, Gianluigi Ferrari
2024 — conf
Hyperledger Fabric in Precision Agriculture: A Study on Data Integrity and Availability.
CITS
Anum Nawaz, Laura Belli, Luca Davoli, Gianluigi Ferrari
2024 J jnl
IoT-Based Assessment of a Driver's Stress Level.
Sensors
Veronica Mattioli, Luca Davoli, Laura Belli, Sara Gambetta, Luca Carnevali, Andrea Sgoifo, Riccardo Raheli, Gianluigi Ferrari
2024 J jnl
LoRa Meets IP: A Container-Based Architecture to Virtualize LoRaWAN End Nodes.
IEEE Trans. Mob. Comput.
Antonio Cilfone, Luca Davoli, Gianluigi Ferrari
2024 — conf
Optimizing Tomato Production through IoT-based Smart Data Collection and Analysis.
CASE
Giulia Oddi, Laura Belli, Luca Davoli, Martina Galaverni, Ilaria Marchioni, Margherita Rodolfi, Deborah Beghé, Federico Solari, Giuseppe Vignali, Tommaso Ganino, Gianluigi Ferrari
2024 J jnl
Smart Selective Antennas System (SSAS): Improving 4G LTE Connectivity for UAVs Using Directive Selective Antennas.
IEEE Access
Emanuele Pagliari, Luca Davoli, Giordano Cicioni, Valentina Palazzi, Paolo Mezzanotte, Federico Alimenti, Luca Roselli, Gianluigi Ferrari
2024 J jnl
Throughput and delay analysis of cognitive M2M communications.
J. Netw. Comput. Appl.
Soumen Mondal, Luca Davoli, Sanjay Dhar Roy, Sumit Kundu, Gianluigi Ferrari, Riccardo Raheli
2024 J jnl
Wi-Fi-Based Real-Time UAV Localization: A Comparative Analysis Between RSSI-Based and FTM-Based Approaches.
IEEE Trans. Aerosp. Electron. Syst.
Emanuele Pagliari, Luca Davoli, Gianluigi Ferrari
2023 — conf
Accurate Classification of Sport Activities Under Tiny Deployability Constraints.
IoTaIS
Armin Mazinani, Luca Davoli, Danilo Pietro Pau, Gianluigi Ferrari
2023 — conf
Deep Learning-Based Cryptocurrency Price Prediction: A Comparative Analysis.
BRAINS
Armin Mazinani, Luca Davoli, Gianluigi Ferrari
2023 J jnl
DynGATT: A dynamic GATT-based data synchronization protocol for BLE networks.
Comput. Networks
Christian Hirsch, Luca Davoli, Radu Grosu, Gianluigi Ferrari
2023 J jnl
Experimental analysis of RSSI-based localization algorithms with NLOS pre-mitigation for IoT applications.
Comput. Networks
Fabrizio Carpi, Marco Martalò, Luca Davoli, Antonio Cilfone, Yingjie Yu, Yi Wang, Gianluigi Ferrari
2023 — conf
Redundant and Loosely Coupled LiDAR-Wi-Fi Integration for Robust Global Localization in Autonomous Mobile Robotics.
ICAR
Nikolaos Stathoulopoulos, Emanuele Pagliari, Luca Davoli, George Nikolakopoulos
2023 J jnl
Redundant and Loosely Coupled LiDAR-Wi-Fi Integration for Robust Global Localization in Autonomous Mobile Robotics.
CoRR
Nikolaos Stathoulopoulos, Emanuele Pagliari, Luca Davoli, George Nikolakopoulos
2023 J jnl
Smart City as an Urban Intelligent Digital System: The Case of Parma.
Computer
Laura Belli, Luca Davoli, Gianluigi Ferrari
2022 — ch.
A sink-oriented routing protocol for blue light link-based mesh network.
Wireless Mesh Networks for IoT and Smart Cities
Luca Davoli, Massimo Moreni, Gianluigi Ferrari
2022 — ch.
Conclusions and future perspectives.
Wireless Mesh Networks for IoT and Smart Cities
Luca Davoli, Gianluigi Ferrari
2022 — ch.
Seamless IoT mobile sensing through Wi-Fi mesh networking.
Wireless Mesh Networks for IoT and Smart Cities
Antonio Cilfone, Luca Davoli, Laura Belli, Gianluigi Ferrari
2022 — book
Wireless Mesh Networks for IoT and Smart Cities: Technologies and applications
Wireless Mesh Networks for IoT and Smart Cities
Luca Davoli, Gianluigi Ferrari
2021 J jnl
Forecasting Air Temperature on Edge Devices with Embedded AI.
Sensors
Gaia Codeluppi, Luca Davoli, Gianluigi Ferrari
2021 J jnl
Ultrasonic-Based Environmental Perception for Mobile 5G-Oriented XR Applications.
Sensors
Luca Davoli, Ioannis Paraskevopoulos, Cinzia Campanella, Stefano Bauro, Tommaso Vio, Andrea Abrardo, Gianluigi Ferrari
2020 J jnl
LoRaFarM: A LoRaWAN-Based Smart Farming Modular IoT Architecture.
Sensors
Gaia Codeluppi, Antonio Cilfone, Luca Davoli, Gianluigi Ferrari
2020 — conf
LoRaWAN with HSM as a Security Improvement for Agriculture Applications.
SAFECOMP Workshops
Reinhard Kloibhofer, Erwin Kristen, Luca Davoli
2019 J jnl
A Wave-Based Request-Response Protocol for Latency Minimization in WSNs.
IEEE Internet Things J.
Riccardo Monica, Luca Davoli, Gianluigi Ferrari
2019 J jnl
Design and experimental performance analysis of a B.A.T.M.A.N.-based double Wi-Fi interface mesh network.
Future Gener. Comput. Syst.
Luca Davoli, Antonio Cilfone, Laura Belli, Gianluigi Ferrari
2019 J jnl
NEMO: A flexible and highly scalable network EMulatOr.
SoftwareX
Luca Veltri, Luca Davoli, Riccardo Pecori, Armando Vannucci, Francesco Zanichelli
2019 — conf
RSSI-based Methods for LOS/NLOS Channel Identification in Indoor Scenarios.
ISWCS
Fabrizio Carpi, Luca Davoli, Marco Martalò, Antonio Cilfone, Yingjie Yu, Yi Wang, Gianluigi Ferrari
2019 J jnl
Toward Industry 4.0 With IoT: Optimizing Business Processes in an Evolving Manufacturing Factory.
Frontiers ICT
Laura Belli, Luca Davoli, Alice Medioli, Pier Luigi Marchini, Gianluigi Ferrari
2019 J jnl
Wireless Mesh Networking: An IoT-Oriented Perspective Survey on Relevant Technologies.
Future Internet
Antonio Cilfone, Luca Davoli, Laura Belli, Gianluigi Ferrari
2018 J jnl
From Micro to Macro IoT: Challenges and Solutions in the Integration of IEEE 802.15.4/802.11 and Sub-GHz Technologies.
IEEE Internet Things J.
Luca Davoli, Laura Belli, Antonio Cilfone, Gianluigi Ferrari
2018 Misc conf
NEMO: A Flexible Java-based Network Emulator.
SoftCOM
Luca Davoli, Yanina Protskaya, Luca Veltri
2018 J jnl
THORIN: an Efficient Module for Federated Access and Threat Mitigation in Big Stream Cloud Architectures.
IEEE Cloud Comput.
Luca Davoli, Laura Belli, Luca Veltri, Gianluigi Ferrari
2017 — conf
An anonymization protocol for the Internet of Things.
ISWCS
Luca Davoli, Yanina Protskaya, Luca Veltri
2016 J jnl
Applying Security to a Big Stream Cloud Architecture for the Internet of Things.
Int. J. Distributed Syst. Technol.
Laura Belli, Simone Cirani, Luca Davoli, Gianluigi Ferrari, Lorenzo Melegari, Marco Picone
2016 J jnl
Integration of Wi-Fi mobile nodes in a Web of Things Testbed.
ICT Express
Luca Davoli, Laura Belli, Antonio Cilfone, Gianluigi Ferrari
2016 B conf
PMSR - Poor Man's Segment Routing, a minimalistic approach to Segment Routing and a Traffic Engineering use case.
NOMS
Stefano Salsano, Luca Veltri, Luca Davoli, Pier Luigi Ventre, Giuseppe Siracusano
2015 J jnl
A Scalable Big Stream Cloud Architecture for the Internet of Things.
Int. J. Syst. Serv. Oriented Eng.
Laura Belli, Simone Cirani, Luca Davoli, Gianluigi Ferrari, Lorenzo Melegari, Marius Monton, Marco Picone
2015 J jnl
Design and Deployment of an IoT Application-Oriented Testbed.
Computer
Laura Belli, Simone Cirani, Luca Davoli, Andrea Gorrieri, Mirko Mancin, Marco Picone, Gianluigi Ferrari
2015 J jnl
PMSR - Poor Man's Segment Routing, a minimalistic approach to Segment Routing and a Traffic Engineering use case.
CoRR
Stefano Salsano, Luca Veltri, Luca Davoli, Pier Luigi Ventre, Giuseppe Siracusano
2015 — conf
Traffic Engineering with Segment Routing: SDN-Based Architectural Design and Open Source Implementation.
EWSDN
Luca Davoli, Luca Veltri, Pier Luigi Ventre, Giuseppe Siracusano, Stefano Salsano
2015 J jnl
Traffic Engineering with Segment Routing: SDN-based Architectural Design and Open Source Implementation.
CoRR
Luca Davoli, Luca Veltri, Pier Luigi Ventre, Giuseppe Siracusano, Stefano Salsano
2014 J jnl
A Scalable and Self-Configuring Architecture for Service Discovery in the Internet of Things.
IEEE Internet Things J.
Simone Cirani, Luca Davoli, Gianluigi Ferrari, Rémy Léone, Paolo Medagliani, Marco Picone, Luca Veltri
2014 — conf
An Open-Source Cloud Architecture for Big Stream IoT Applications.
OpenIoT@SoftCOM
Laura Belli, Simone Cirani, Luca Davoli, Lorenzo Melegari, Marius Monton, Marco Picone
2014 — conf
Performance evaluation of a SIP-based constrained peer-to-peer overlay.
HPCS
Simone Cirani, Luca Davoli, Marco Picone, Luca Veltri