Sfoglia per Autore ZANELLA, ANDREA
Questset: A VR Dataset for Network and Quality of Experience Studies
2024 Baldoni, S.; Battisti, F.; Chiariotti, F.; Mistrorigo, F.; Shofi, A. B.; Testolina, P.; Traspadini, A.; Zanella, A.; Zorzi, M.
Coupling machine learning and physical modelling for predicting runoff at catchment scale
2024 Zubelzu, Sergio; Ghalkha, Abdulmomen; Ben Issaid, Chaouki; Zanella, Andrea; Bennis, Medhi
Fast Context Adaptation in Cost-Aware Continual Learning
2024 Lahmer, Seyyidahmed; Mason, Federico; Chiariotti, Federico; Zanella, Andrea
Multi-Agent Reinforcement Learning for Coordinating Communication and Control
2024 Mason, F.; Chiariotti, F.; Zanella, A.; Popovski, P.
Temporal Characterization and Prediction of VR Traffic: A Network Slicing Use Case
2023 Chiariotti, F.; Drago, M.; Testolina, P.; Lecci, M.; Zanella, A.; Zorzi, M.
The Post-pandemic Effects on IoT for Safety: The Safe Place Project
2023 Cunico, F.; Capogrosso, L.; Castellini, A.; Setti, F.; Pluchino, P.; Zordan, F.; Santus, V.; Spagnolli, A.; Cordibella, S.; Gennari, G.; Borgo, M.; Sozza, A.; Troiano, S.; Flor, R.; Zanella, A.; Farinelli, A.; Gamberini, L.; Cristani, M.
Sensor Networks, Data Processing, and Inference: The Hydrology Challenge
2023 Zanella, A.; Zubelzu, S.; Bennis, M.
Semantic and Effective Communication for Remote Control Tasks with Dynamic Feature Compression
2023 Talli, Pietro; Pase, Francesco; Chiariotti, Federico; Zanella, Andrea; Zorzi, Michele
Internet of Things for Hydrology: Potential and Challenges
2023 Zanella, A.; Zubelzu, S.; Bennis, M.; Capuzzo, M.; Tarolli, P.
Accurate Calibration of Power Measurements from Internal Power Sensors on NVIDIA Jetson Devices
2023 Shalavi, N.; Khoshsirat, A.; Stellini, M.; Zanella, A.; Rossi, M.
The Cost of Learning: Efficiency vs. Efficacy of Learning-Based RRM for 6G
2023 Lahmer, S.; Chiariotti, F.; Zanella, A.
Low-Latency Massive Access with Multicast Wake Up Radio
2023 Zanella, A; Deshpande, Aa; Chiariotti, F
Accessible and Inclusive Mobile Application for Social Support and m-Health in Forced Isolation: SAFE TALK
2023 Gamberini, Luciano; Pluchino, Patrik; Nenna, Federica; Santus, Valeria; Zordan, Filippo; Spagnolli, Anna; Lorenzin, Alessandro; Munari, Andrea; Bacchiega, Gianluca; Campagnaro, Valentina; Zanella, Andrea
A Game of Ages for Slotted ALOHA With Capture
2023 Badia, L.; Zanella, A.; Zorzi, M.
Beam Aware Stochastic Multihop Routing for Flying Ad-hoc Networks
2022 Deshpande, A. A.; Zanella, A.; Pereira, R.; Pastore, A.; Mestre, X.; Chiariotti, F.
Automatic Shark Detection via Underwater Acoustic Sensing
2022 Mason, Federico; Campagnaro, Filippo; Chiariotti, Federico; Zanella, Andrea; Zorzi, Michele
Towards Digital Therapy for Alzheimer’s Disease and Other Forms of Neurocognitive Disorder: the INFORMA Software Platform
2022 Fantozzi, Carlo; Zanella, Andrea; Simoni, Marco; Gollin, Donata; Ruaro, Cristina; Casa, Mariella; Codemo, Alessandra; Gasparoli, Elisabetta; Gabelli, Carlo
No Free Lunch: Balancing Learning and Exploitation at the Network Edge
2022 Mason, Federico; Chiariotti, Federico; Zanella, Andrea
Energy-Efficient Design for RIS-assisted UAV communications in beyond-5G Networks
2022 Deshpande, A. A.; Vaca-Rubio, C. J.; MOHEBI GANJABADI, Salman; Salami, D.; De Carvalho, E.; Popovski, P.; Sigg, S.; Zorzi, M.; Zanella, A.
Energy Consumption of Neural Networks on NVIDIA Edge Boards: an Empirical Model
2022 Lahmer, S.; Khoshsirat, A.; Rossi, Michele; Zanella, Andrea
User Clustering for Rate Splitting using Machine Learning
2022 Pereira, R.; Deshpande, A. A.; Vaca-Rubio, C. J.; Mestre, X.; Zanella, A.; Gregoratti, D.; de Carvalho, E.; Popovski, P.
Sectors, Beams and Environmental Impact on the Performance of Commercial 5G mmWave Cells: An Empirical Study
2022 MOHEBI GANJABADI, Salman; Michelinakis, F.; Elmokashfi, A.; Grondalen, O.; Mahmood, Kashif; Zanella, A.
Contention-free Scheduling of Periodic Traffic Sources in WiGig: Simulation Framework and Performance Analysis
2022 Drago, Matteo; Azzino, Tommy; Lecci, Mattia; Zanella, Andrea; Zorzi, Michele
Optimal Latency-Oriented Coding and Scheduling in Parallel Queuing Systems
2022 Bedin, Andrea; Chiariotti, Federico; Kucera, Stepan; Zanella, Andrea
Temporal Characterization of XR Traffic with Application to Predictive Network Slicing
2022 Lecci, Mattia; Chiariotti, Federico; Drago, Matteo; Zanella, Andrea; Zorzi, Michele
Using Distributed Reinforcement Learning for Resource Orchestration in a Network Slicing Scenario
2022 Mason, F.; Nencioni, G.; Zanella, A.
Feature stability and setup minimization for EEG-EMG-enabled monitoring systems
2022 Cisotto, G.; Capuzzo, M.; Guglielmi, A. V.; Zanella, A.
DOMHO: Internet of Things for Ambient Assisted Co-housing
2022 Gamberini, L.; Bacchin, D.; Pluchino, P.; Grippaldi, A. Z.; Dainese, G.; Campagnaro, V.; Zanella, A.; Mapelli, D.; Mondini, S.; Campana, G.; Cipolletta, S.; Spagnolli, A.; Sozza, A.
Game Theoretic Analysis of Age of Information for Slotted ALOHA Access With Capture
2022 Badia, L.; Zanella, A.; Zorzi, M.
Model-Based Reinforcement Learning with Kernels for Resource Allocation in RAN Slices
2022 Alcaraz, J. J.; Losilla, F.; Zanella, A.; Zorzi, M.
Joint Scheduling and Coding for Reliable, Latency-Bounded Transmission over Parallel Wireless Links
2022 Bedin, A.; Chiariotti, F.; Zanella, A.
IoT Systems for Healthy and Safe Life Environments
2022 Capuzzo, Martina; Zanella, Andrea; Zuccotto, Maddalena; Cunico, Federico; Cristani, Marco; Castellini, Alberto; Farinelli, Alessandro; Gamberini, Luciano
Point Cloud Compression for Efficient Data Broadcasting: A Performance Comparison
2022 Nardo, F.; Peressoni, D.; Testolina, P.; Giordani, M.; Zanella, A.
Machine learning and 5g/6g networks: interplay and synergies
2021 Barbarossa, Sergio; Zanella, Andrea
DOMHO: A Smart Assisted-living Solution for Fragile People
2021 Zanella, Andrea; Mason, Federico; Pluchino, Patrik; Cisotto, Giulia; Orso, Valeria; Gamberini, Luciano
A Simulation Framework for Contention-Free Scheduling on WiGig
2021 Drago, Matteo; Azzino, Tommy; Lecci, Mattia; Zanella, Andrea; Zorzi, Michele
Machine Learning, 5G and Beyond: Interplay and Synergies
2021 Barbarossa, Sergio; Zanella, Andrea
Smart Data Gathering for Network Optimization
2021 Pase, Francesco; Mason, Federico; Testolina, Paolo; Lecci, Mattia; Zanella, Andrea; Zorzi, Michele
A Configurable Mathematical Model for Single-Gateway LoRaWAN Performance Analysis
2021 Magrin, D.; Capuzzo, M.; Zanella, A.; Zorzi, M.
Smart Co-housing for People With Disabilities: A Preliminary Assessment of Caregivers’ Interaction With the DOMHO System
2021 Bacchin, Davide; Pluchino, Patrik; Grippaldi, Adriana Zoe; Mapelli, Daniela; Spagnolli, Anna; Zanella, Andrea; Gamberini, Luciano
BBR-S: A Low-Latency BBR Modification for Fast-Varying Connections
2021 Chiariotti, F.; Zanella, A.; Kucera, S.; Claussen, H.
An Open Framework for Analyzing and Modeling XR Network Traffic
2021 Lecci, M.; Drago, M.; Zanella, A.; Zorzi, M.
Distributed Reinforcement Learning for Flexible and Efficient UAV Swarm Control
2021 Venturini, F.; Mason, F.; Pase, F.; Chiariotti, F.; Testolin, A.; Zanella, A.; Zorzi, M.
An ns-3 implementation of a bursty traffic framework for virtual reality sources
2021 Lecci, M.; Zanella, A.; Zorzi, M.
An ns-3 implementation of a battery-less node for energy-harvesting internet of things
2021 Capuzzo, M.; Delgado, C.; Famaey, J.; Zanella, A.
QUIC-EST: A QUIC-Enabled Scheduling and Transmission Scheme to Maximize VoI with Correlated Data Flows
2021 Chiariotti, F.; Deshpande, A. A.; Giordani, M.; Antonakoglou, K.; Mahmoodi, T.; Zanella, A.
Remote tracking of UAV swarms via3D mobility models and LoRaWAN communications
2021 Mason, Federico; Capuzzo, Martina; Magrin, Davide; Chiariotti, Federico; Zanella, Andrea; Zorzi, Michele
Enabling Green IoT: Energy-Aware Communication Protocols for Battery-less LoRaWAN Devices
2021 Capuzzo, M.; Delgado, C.; Sultania, A. K.; Famaey, J.; Zanella, A.
Distributed Reinforcement Learning for Flexible and Efficient UAV Swarm Control
2021 Venturini, F.; Mason, F.; Pase, F.; Chiariotti, F.; Testolin, A.; Zanella, A.; Zorzi, M.
IEEE TCCN Special Section Editorial: Machine Learning and Artificial Intelligence for the Physical Layer
2021 Jiang, C.; Ding, G.; Gamal, A. E.; Zanella, A.; Holland, O.; O'Shea, T.
Exploiting Scheduled Access Features of mmWave WLANs for Periodic Traffic Sources
2021 Lecci, Mattia; Drago, Matteo; Zanella, Andrea; Zorzi, Michele
Dissecting Energy Consumption of NB-IoT Devices Empirically
2021 Michelinakis, F.; Al-Selwi, A. S.; Capuzzo, M.; Zanella, A.; Mahmood, K.; Elmokashfi, A.
IoT as Non-Pharmaceutical Interventions for the Safety of Living Environments in COVID-19 Pandemic Age
2021 Gamberini, L.; Pluchino, P.; Bacchin, D.; Zanella, A.; Orso, V.; Spagnolli, A.; Mapelli, D.
The HOP Protocol: Reliable Latency-Bounded End-to-End Multipath Communication
2021 Chiariotti, F.; Zanella, A.; Kucera, S.; Fahmi, K.; Claussen, H.
A Multi-Agent Reinforcement Learning Architecture for Network Slicing Orchestration
2021 Mason, Federico; Nencioni, Gianfranco; Zanella, Andrea
Combining LoRaWAN and a New 3D Motion Model for Remote UAV Tracking
2020 Mason, Federico; Chiariotti, Federico; Capuzzo, Martina; Magrin, Davide; Zanella, Andrea; Zorzi, Michele
LoRaWAN: current status and research directions
2020 Vangelista, Lorenzo; Zanella, Andrea; Zorzi, Michele
Feature selection for gesture recognition in Internet-of-Things for healthcare
2020 Cisotto, Giulia; Capuzzo, Martina; Guglielmi, ANNA VALERIA; Zanella, Andrea
Enabling Technologies for Future Transportation Systems: an End-to-End Performance Evaluation
2020 Giordani, M.; Zanella, A.; Higuchi, T.; Altintas, O.; Zorzi, M.; Nakamura, S.
Extending the ns-3 QUIC Module
2020 Paro, U.; Chiariotti, F.; Deshpande, A. A.; Polese, M.; Zanella, A.; Zorzi, M.
Distributed reinforcement learning for flexible UAV swarm control with transfer learning capabilities
2020 Venturini, Federico; Mason, Federico; Pase, Francesco; Chiariotti, Federico; Testolin, Alberto; Zanella, Andrea; Zorzi, Michele
Low-cost AUV Swarm Localization through Multimodal Underwater Acoustic Networks
2020 Mason, F.; Chiariotri, F.; Campagnaro, F.; Zanella, A.; Zorzi, M.
Performance Analysis of LoRaWAN in Industrial Scenarios
2020 Magrin, D.; Capuzzo, M.; Zanella, A.; Vangelista, L.; Zorzi, M.
The challenges of Scheduling and Resource Allocation in IEEE 802.11ad/ay
2020 Mohebi, Salman; Lecci, Mattia; Zanella, Andrea; Zorzi, Michele
SMURF: Reliable Multipath Routing in Flying Ad-Hoc Networks
2020 Deshpande, A. A.; Chiariotti, F.; Zanella, A.
Bike Sharing and Urban Mobility in a Post-Pandemic World
2020 Pase, Francesco; Chiariotti, Federico; Zanella, Andrea; Zorzi, Michele
A Bike-sharing Optimization Framework Combining Dynamic Rebalancing and User Incentives
2020 Chiariotti, Federico; Pielli, Chiara; Zanella, Andrea; Zorzi, Michele
A Thorough Study of LoRaWAN Performance under Different Parameter Settings
2020 Magrin, D.; Capuzzo, M.; Zanella, A.
An Adaptive Broadcasting Strategy for Efficient Dynamic Mapping in Vehicular Networks
2020 Mason, F.; Giordani, M.; Chiariotti, F.; Zanella, A.; Zorzi, M.
Comparing DASH adaptation algorithms in a real network environment
2019 Talon, D.; Attanasio, L.; Chiariotti, F.; Gadaleta, M.; Zanella, A.; Rossi, M.
Communications and Networking in Droplet-Based Microfluidic Systems
2019 Haselmayr, Werner; Zanella, Andrea; Morabito, Giacomo
Droplet-based Microfluidics: Communications and Networking
2019 Haselmayr, W.; Zanella, A.; Morabito, G.
Path Loss Models for V2V mmWave Communication: Performance Evaluation and Open Challenges
2019 Giordani, Marco; Shimizu, Takayuki; Zanella, Andrea; Higuchi, Takamasa; Altintas, Onur; Zorzi, Michele
Online Learning for Energy Saving and Interference Coordination in HetNets
2019 Ayala-Romero, J. A.; Alcaraz, J. J.; Zanella, A.; Zorzi, M.
IoT: Internet of Threats? A Survey of Practical Security Vulnerabilities in Real IoT Devices
2019 Meneghello, Francesca; Calore, M.; Zucchetto, D.; Polese, M.; Zanella, A.
A QUIC implementation for ns-3
2019 DE BIASIO, Alvise; Chiariotti, Federico; Polese, Michele; Zanella, Andrea; Zorzi, Michele
Drone mapping through multi-agent reinforcement learning
2019 Zanol, R.; Chiariotti, F.; Zanella, A.
A game-theoretic analysis of energy-depleting jamming attacks with a learning counterstrategy
2019 Chiariotti, F.; Pielli, C.; Laurenti, N.; Zanella, A.; Zorzi, Michele
Investigating Value of Information in Future Vehicular Communications
2019 Giordani, Marco; Zanella, Andrea; Higuchi, Takamasa; Altintas, Onur; Zorzi, Michele
Value-anticipating V2V communications for cooperative perception
2019 Higuchi, T.; Giordani, M.; Zanella, A.; Zorzi, M.; Altintas, O.
Quality-Aware Broadcasting Strategies for Position Estimation in VANETs
2019 Mason, Federico; Giordani, Marco; Chiariotti, Federico; Zanella, Andrea; Zorzi, Michele
On the Optimal Rate of Ad Hoc ALOHA Networks
2019 Zucchetto, D.; Munari, A.; Zanella, A.
Analysis and Design of a Latency Control Protocol for Multi-Path Data Delivery with Pre-Defined QoS Guarantees
2019 Chiariotti, F.; Kucera, S.; Zanella, A.; Claussen, H.
An Interference-Aware Channel Access Strategy for WSNs Exploiting Temporal Correlation
2019 Pielli, Chiara; Zucchetto, Daniel; Zanella, Andrea; Zorzi, Michele
Joint Compression of EEG and EMG Signals for Wireless Biometrics
2019 Cisotto, Giulia; Guglielmi, Anna V.; Badia, Leonardo; Zanella, Andrea
A framework to assess value of information in future vehicular networks
2019 Giordani, M.; Higuchi, T.; Zanella, A.; Altintas, O.; Zorzi, M.
LTE and Millimeter Waves for V2I Communications: An End-to-End Performance Comparison
2019 Giordani, Marco; Zanella, Andrea; Zorzi, Michele
A Survey on Recent Advances in Transport Layer Protocols
2019 Polese, Michele; Chiariotti, Federico; Bonetto, Elia; Rigotto, Filippo; Zanella, Andrea; Zorzi, Michele
Just-in-time proactive caching for DASH video streaming
2018 Coutinho, Rita; Chiariotti, Federico; Zucchetto, Daniel; Zanella, Andrea
LEAP: A latency control protocol for multi-path data delivery with pre-defined QoS guarantees
2018 Chiariotti, Federico; Kucera, Stepan; Zanella, Andrea; Claussen, Holger
Comparison of M2M Traffic Models Against Real World Data Sets
2018 Sansoni, Marco; Ravagnani, Giuseppe; Zucchetto, Daniel; Pielli, Chiara; Zanella, Andrea; Mahmood, Kashif
Confirmed traffic in LoRaWAN: Pitfalls and countermeasures
2018 Capuzzo, M.; Magrin, D.; Zanella, A.
Multi-rate ALOHA Protocols for Machine-Type Communication
2018 Zucchetto, Daniel; Zanella, Andrea
Classification of grasping tasks based on EEG-EMG coherence
2018 Cisotto, Giulia; Guglielmi, Anna V.; Badia, Leonardo; Zanella, Andrea
Emerging Trends in Vehicular Communication Networks
2018 Giordani, Marco; Zanella, Andrea; Higuchi, Takamasa; Altintas, Onur; Zorzi, Michele
Contextual Bandit Approach for Energy Saving and Interference Coordination in HetNets
2018 Ayala-Romero, Jose A.; ALCARAZ ESPIN, JUAN JOSè; Zanella, Andrea; Zorzi, Michele
A dynamic approach to rebalancing bike-sharing systems
2018 Chiariotti, Federico; Pielli, Chiara; Zanella, Andrea; Zorzi, Michele
Performance study of LTE and mmWave in vehicle-to-network communications
2018 Giordani, Marco; Zanella, Andrea; Higuchi, Takamasa; Altintas, Onur; Zorzi, Michele
Random access in the IoT: An adaptive sampling and transmission strategy
2018 Zucchetto, Daniel; Pielli, Chiara; Zanella, Andrea; Zorzi, Michele
QoE Multi-Stage Machine Learning for Dynamic Video Streaming
2018 De Grazia, Michele De Filippo; Zucchetto, Daniel; Testolin, Alberto; Zanella, Andrea; Zorzi, Marco; Zorzi, Michele
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