Michele Rossi

ORCID

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 113

Top Venues

CoRR

IEEE Trans. Netw. Serv. Manag.

IEEE Access

GLOBECOM

Publications

Jacopo Pegoraro, Jesus Omar Lacruz, Francesca Meneghello, Enver Bashirov, Michele Rossi, Joerg Widmer
RAPID: Retrofitting IEEE 802.11ay Access Points for Indoor Human Detection and Sensing. IEEE Trans. Mob. Comput. 23 (5) (2024)
Luca Guido Valla, Michele Rossi, Alessandra Gaia, Antonio Guaita, Elena Rolandi
The Impact of Pre-pandemic ICT Use on COVID-19 Vaccination and Recovery Among Oldest-Old in Abbiategrasso. HCI (42) (2024)
Jacopo Pegoraro, Jesus Omar Lacruz, Tommy Azzino, Marco Mezzavilla, Michele Rossi, Joerg Widmer, Sundeep Rangan
JUMP: Joint Communication and Sensing With Unsynchronized Transceivers Made Practical. IEEE Trans. Wirel. Commun. 23 (8) (2024)
Eleonora Cicciarella, Riccardo Mazzieri, Jacopo Pegoraro, Michele Rossi
Learned Spike Encoding of the Channel Response for Low-Power Environment Sensing. PerCom Workshops (2024)
Nicolò Dal Fabbro, Subhrakanti Dey, Michele Rossi, Luca Schenato
SHED: A Newton-type algorithm for federated learning based on incremental Hessian eigenvector sharing. Autom. 160 (2024)
Luca Ballotta, Nicolò Dal Fabbro, Giovanni Perin, Luca Schenato, Michele Rossi, Giuseppe Piro
VREM-FL: Mobility-Aware Computation-Scheduling Co-Design for Vehicular Federated Learning. CoRR (2023)
Francesca Meneghello, Nicolò Dal Fabbro, Domenico Garlisi, Ilenia Tinnirello, Michele Rossi
A CSI Dataset for Wireless Human Sensing on 80 MHz Wi-Fi Channels. IEEE Commun. Mag. 61 (9) (2023)
Francesca Meneghello, Domenico Garlisi, Nicolò Dal Fabbro, Ilenia Tinnirello, Michele Rossi
SHARP: Environment and Person Independent Activity Recognition With Commodity IEEE 802.11 Access Points. IEEE Trans. Mob. Comput. 22 (10) (2023)
Giuseppe Desoli, Nitin Chawla, Thomas Boesch, Manui Avodhyawasi, Harsh Rawat, Hitesh Chawla, VS Abhijith, Paolo Zambotti, Akhilesh Sharma, Carmine Cappetta, Michele Rossi, Antonio De Vita, Francesca Girardi
A 40-310TOPS/W SRAM-Based All-Digital Up to 4b In-Memory Computing Multi-Tiled NN Accelerator in FD-SOI 18nm for Deep-Learning Edge Applications. ISSCC (2023)
Giovanni Perin, Francesca Meneghello, Ruggero Carli, Luca Schenato, Michele Rossi
EASE: Energy-Aware Job Scheduling for Vehicular Edge Networks With Renewable Energy Resources. IEEE Trans. Green Commun. Netw. 7 (1) (2023)
Nicolò Dal Fabbro, Michele Rossi, Luca Schenato, Subhrakanti Dey
Q-SHED: Distributed Optimization at the Edge via Hessian Eigenvectors Quantization. CoRR (2023)
Nicolò Dal Fabbro, Michele Rossi, Luca Schenato, Subhrakanti Dey
Q-SHED: Distributed Optimization at the Edge via Hessian Eigenvectors Quantization. ICC (2023)
Francesca Meneghello, Alejandro Blanco, Antonio Cusano, Joerg Widmer, Michele Rossi
Wi-Fi Multi-Path Parameter Estimation for Sub-7 GHz Sensing: A Comparative Study. WiMob (2023)
Neda Shalavi, Aria Khoshsirat, Marco Stellini, Andrea Zanella, Michele Rossi
Accurate Calibration of Power Measurements from Internal Power Sensors on NVIDIA Jetson Devices. EDGE (2023)
Aria Khoshsirat, Giovanni Perin, Michele Rossi
Divide and Save: Splitting Workload Among Containers in an Edge Device to Save Energy and Time. CoRR (2023)
Francesca Meneghello, Nicolò Dal Fabbro, Domenico Garlisi, Ilenia Tinnirello, Michele Rossi
A CSI Dataset for Wireless Human Sensing on 80 MHz Wi-Fi Channels. CoRR (2023)
Riccardo Mazzieri, Jacopo Pegoraro, Michele Rossi
Enhanced Attention-Based Unrolling for Sparse Sequential micro-Doppler Reconstruction. CoRR (2023)
Aria Khoshsirat, Giovanni Perin, Michele Rossi
Divide and Save: Splitting Workload Among Containers in an Edge Device to Save Energy and Time. ICC Workshops (2023)
Enver Bashirov, Marco Canil, Michele Rossi
RadNet: a testbed for mmwave radar networks. EmergingWireless@CoNEXT (2022)
Seyyidahmed Lahmer, Aria Khoshsirat, Michele Rossi, Andrea Zanella
Energy Consumption of Neural Networks on NVIDIA Edge Boards: an Empirical Model. CoRR (2022)
Seyyidahmed Lahmer, Aria Khoshsirat, Michele Rossi, Andrea Zanella
Energy Consumption of Neural Networks on NVIDIA Edge Boards: an Empirical Model. WiOpt (2022)
Anish Shastri, Neharika Valecha, Enver Bashirov, Harsh Tataria, Michael Lentmaier, Fredrik Tufvesson, Michele Rossi, Paolo Casari
A Review of Millimeter Wave Device-Based Localization and Device-Free Sensing Technologies and Applications. IEEE Commun. Surv. Tutorials 24 (3) (2022)
Silvia Zampato, Carlo Alberto Bernardini, Zimi Sawacha, Michele Rossi
Open-MBIC: an Open-Source Android Library for Multiple Simultaneous Bluetooth Low Energy Connections. MetroInd4.0& IoT (2022)
Francesca Meneghello, Michele Rossi, Francesco Restuccia
DeepCSI: Rethinking Wi-Fi Radio Fingerprinting Through MU-MIMO CSI Feedback Deep Learning. CoRR (2022)
Neda Shalavi, Giovanni Perin, Andrea Zanella, Michele Rossi
Energy Efficient Deployment and Orchestration of Computing Resources at the Network Edge: a Survey on Algorithms, Trends and Open Challenges. CoRR (2022)
Jacopo Pegoraro, Michele Rossi
Human Tracking with mmWave Radars: a Deep Learning Approach with Uncertainty Estimation. SPAWC (2022)
Francesca Meneghello, Michele Rossi, Francesco Restuccia
DeepCSI: Rethinking Wi-Fi Radio Fingerprinting Through MU-MIMO CSI Feedback Deep Learning. ICDCS (2022)
Nicolò Dal Fabbro, Michele Rossi, Gianluigi Pillonetto, Luca Schenato, Giuseppe Piro
Model-Free Radio Map Estimation in Massive MIMO Systems via Semi-Parametric Gaussian Regression. IEEE Wirel. Commun. Lett. 11 (3) (2022)
Jacopo Pegoraro, Jesus Omar Lacruz, Michele Rossi, Joerg Widmer
SPARCS: A Sparse Recovery Approach for Integrated Communication and Human Sensing in mmWave Systems. IPSN (2022)
Jacopo Pegoraro, Marco Canil, Anish Shastri, Paolo Casari, Michele Rossi
ORACLE: Occlusion-Resilient And self-Calibrating mmWave Radar Network for People Tracking. CoRR (2022)
Marco Canil, Jacopo Pegoraro, Michele Rossi
milliTRACE-IR: Contact Tracing and Temperature Screening via mmWave and Infrared Sensing. IEEE J. Sel. Top. Signal Process. 16 (2) (2022)
Giovanni Perin, Michele Berno, Tomaso Erseghe, Michele Rossi
Towards Sustainable Edge Computing Through Renewable Energy Resources and Online, Distributed and Predictive Scheduling. IEEE Trans. Netw. Serv. Manag. 19 (1) (2022)
Nicolò Dal Fabbro, Subhrakanti Dey, Michele Rossi, Luca Schenato
A Newton-type algorithm for federated learning based on incremental Hessian eigenvector sharing. CoRR (2022)
Jacopo Pegoraro, Michele Rossi
Real-Time People Tracking and Identification From Sparse mm-Wave Radar Point-Clouds. IEEE Access 9 (2021)
Ibtissam Labriji, Francesca Meneghello, Davide Cecchinato, Stefania Sesia, Eric Perraud, Emilio Calvanese Strinati, Michele Rossi
Mobility Aware and Dynamic Migration of MEC Services for the Internet of Vehicles. IEEE Trans. Netw. Serv. Manag. 18 (1) (2021)
Flavio Esposito, Maria Mushtaq, Michele Berno, Gianluca Davoli, Davide Borsatti, Walter Cerroni, Michele Rossi
Necklace: An Architecture for Distributed and Robust Service Function Chains With Guarantees. IEEE Trans. Netw. Serv. Manag. 18 (1) (2021)
Jacopo Pegoraro, Francesca Meneghello, Michele Rossi
Multiperson Continuous Tracking and Identification From mm-Wave Micro-Doppler Signatures. IEEE Trans. Geosci. Remote. Sens. 59 (4) (2021)
Davide Cecchinato, Tomaso Erseghe, Michele Rossi
Elastic and Predictive Allocation of Computing Tasks in Energy Harvesting IoT Edge Networks. IEEE Trans. Netw. Sci. Eng. 8 (2) (2021)
Anish Shastri, Neharika Valecha, Enver Bashirov, Harsh Tataria, Michael Lentmaier, Fredrik Tufvesson, Michele Rossi, Paolo Casari
A Review of Indoor Millimeter Wave Device-based Localization and Device-free Sensing Technologies. CoRR (2021)
Michele Berno, Marco Canil, Nicola Chiarello, Luca Piazzon, Fabio Berti, Francesca Ferrari, Alessandro Zaupa, Nicola Ferro, Michele Rossi, Gian Antonio Susto
A Data Management and Anomaly Detection Solution for the Entertainment Industry (Discussion Paper). SEBD (2021)
Hoang Duy Trinh, Ángel Fernández Gambín, Lorenza Giupponi, Michele Rossi, Paolo Dini
Mobile Traffic Classification Through Physical Control Channel Fingerprinting: A Deep Learning Approach. IEEE Trans. Netw. Serv. Manag. 18 (2) (2021)
Michele Berno, Marco Canil, Nicola Chiarello, Luca Piazzon, Fabio Berti, Francesca Ferrari, Alessandro Zaupa, Nicola Ferro, Michele Rossi, Gian Antonio Susto
A Machine Learning-based Approach for Advanced Monitoring of Automated Equipment for the Entertainment Industry. MetroInd4.0&IoT (2021)
Giovanni Perin, Francesca Meneghello, Ruggero Carli, Luca Schenato, Michele Rossi
EASE: Energy-Aware job Scheduling for vehicular Edge networks with renewable energy resources. CoRR (2021)
Francesca Meneghello, Domenico Garlisi, Nicolò Dal Fabbro, Ilenia Tinnirello, Michele Rossi
Environment and Person Independent Activity Recognition with a Commodity IEEE 802.11ac Access Point. CoRR (2021)
Marco Canil, Jacopo Pegoraro, Michele Rossi
MilliTRACE-IR: Contact Tracing and Temperature Screening via mm-Wave and Infrared Sensing. CoRR (2021)
Michele Rossi, Marco Centenaro, Aly Ba, Salma Eleuch, Tomaso Erseghe, Michele Zorzi
Distributed Learning Algorithms for Optimal Data Routing in IoT Networks. IEEE Trans. Signal Inf. Process. over Networks 6 (2020)
Muddassar Hussain, Maria Scalabrin, Michele Rossi, Nicolò Michelusi
Adaptive Millimeter-Wave Communications Exploiting Mobility and Blockage Dynamics. ICC (2020)
Francesca Meneghello, Michele Rossi, Nicola Bui
Smartphone Identification via Passive Traffic Fingerprinting: A Sequence-to-Sequence Learning Approach. IEEE Netw. 34 (2) (2020)
Ángel Fernández Gambín, Michele Rossi
A Sharing Framework for Energy and Computing Resources in Multi-Operator Mobile Networks. IEEE Trans. Netw. Serv. Manag. 17 (2) (2020)
Davide Cecchinato, Michele Berno, Flavio Esposito, Michele Rossi
Allocation of Computing Tasks In Distributed MEC Servers Co-Powered By Renewable Sources And The Power Grid. ICASSP (2020)
Michele Berno, Flavio Esposito, Michele Rossi
Elastic Function Chain Control for Edge Networks under Reconfiguration Delay and QoS Requirements. MobileCloud (2020)
Gionata Fragomeni, Maria Vittoria Caruso, Michele Rossi
Flow Analysis in VA ECMO Support: A CFD Study. BIBM (2020)
Maria Scalabrin, Guillermo Bielsa, Adrian Loch, Michele Rossi, Joerg Widmer
Machine Learning Based Network Analysis Using Millimeter-Wave Narrow-Band Energy Traces. IEEE Trans. Mob. Comput. 19 (5) (2020)
Francesca Meneghello, Davide Cecchinato, Michele Rossi
Mobility Prediction via Sequential Learning for 5G Mobile Networks. WiMob (2020)
Michele Rossi, Lea Terracini
Toric varieties and Gröbner bases: the complete $\mathbb {Q}$-factorial case. Appl. Algebra Eng. Commun. Comput. 31 (5-6) (2020)
Muddassar Hussain, Maria Scalabrin, Michele Rossi, Nicolò Michelusi
Mobility and Blockage-Aware Communications in Millimeter-Wave Vehicular Networks. IEEE Trans. Veh. Technol. 69 (11) (2020)
Muddassar Hussain, Maria Scalabrin, Michele Rossi, Nicolò Michelusi
Mobility and Blockage-aware Communications in Millimeter-Wave Vehicular Networks. CoRR (2020)
Muddassar Hussain, Maria Scalabrin, Michele Rossi, Nicolò Michelusi
Adaptive Millimeter-Wave Communications Exploiting Mobility and Blockage Dynamics. CoRR (2020)
Davide Talon, Luca Attanasio, Federico Chiariotti, Matteo Gadaleta, Andrea Zanella, Michele Rossi
Comparing DASH Adaptation Algorithms in a Real Network Environment. EW (2019)
Matteo Gadaleta, Giulia Cisotto, Michele Rossi, Rana Zia Ur Rehman, Lynn Rochester, Silvia Del Din
Deep Learning Techniques for Improving Digital Gait Segmentation. EMBC (2019)
Thembelihle Dlamini, Ángel Fernández Gambín, Daniele Munaretto, Michele Rossi
Online Resource Management in Energy Harvesting BS Sites through Prediction and Soft-Scaling of Computing Resources. CoRR (2019)
Riccardo Bonetto, Mattia Soldan, Alberto Lanaro, Simone Milani, Michele Rossi
Seq2Seq RNN based Gait Anomaly Detection from Smartphone Acquired Multimodal Motion Data. CoRR (2019)
Matteo Gadaleta, Giulia Cisotto, Michele Rossi, Rana Zia Ur Rehman, Lynn Rochester, Silvia Del Din
Deep Learning Techniques for Improving Digital Gait Segmentation. CoRR (2019)
Ángel Fernández Gambín, Maria Scalabrin, Michele Rossi
Online Power Management Strategies for Energy Harvesting Mobile Networks. IEEE Trans. Green Commun. Netw. 3 (3) (2019)
Michele Berno, Juan José Alcaraz, Michele Rossi
On the Allocation of Computing Tasks under QoS Constraints in Hierarchical MEC Architectures. FMEC (2019)
Gionata Fragomeni, Michele Rossi
Peripheral extracorporeal membrane oxygenation with interposition graft. The outflow is highly dependent on the anastomotic angle. BIBM (2019)
Matteo Gadaleta, Andrea Facchinetti, Enrico Grisan, Michele Rossi
Prediction of Adverse Glycemic Events From Continuous Glucose Monitoring Signal. IEEE J. Biomed. Health Informatics 23 (2) (2019)
Matteo Gadaleta, Michele Rossi, Eric J. Topol, Steven R. Steinhubl, Giorgio Quer
On the Effectiveness of Deep Representation Learning: The Atrial Fibrillation Case. Computer 52 (11) (2019)
Thembelihle Dlamini, Ángel Fernández Gambín, Daniele Munaretto, Michele Rossi
Online Supervisory Control and Resource Management for Energy Harvesting BS Sites Empowered with Computation Capabilities. Wirel. Commun. Mob. Comput. 2019 (2019)
Thembelihle Dlamini, Ángel Fernández Gambín, Daniele Munaretto, Michele Rossi
Online Resource Management in Energy Harvesting BS Sites through Prediction and Soft-Scaling of Computing Resources. PIMRC (2018)
Ángel Fernández Gambín, Maria Scalabrin, Michele Rossi
Energy Sustainable Mobile Networks via Energy Routing, Learning and Foresighted Optimization. CoRR (2018)
Maria Scalabrin, Nicolò Michelusi, Michele Rossi
Beam Training and Data Transmission Optimization in Millimeter-Wave Vehicular Networks. CoRR (2018)
Nicola Piovesan, Ángel Fernández Gambín, Marco Miozzo, Michele Rossi, Paolo Dini
Energy sustainable paradigms and methods for future mobile networks: A survey. Comput. Commun. 119 (2018)
Maria Scalabrin, Nicolò Michelusi, Michele Rossi
Beam Training and Data Transmission Optimization in Millimeter-Wave Vehicular Networks. GLOBECOM (2018)
Nicola Piovesan, Ángel Fernández Gambín, Marco Miozzo, Michele Rossi, Paolo Dini
Energy sustainable paradigms and methods for future mobile networks: A survey. CoRR (2018)
Ángel Fernández Gambín, Elvina Gindullina, Leonardo Badia, Michele Rossi
Energy cooperation for sustainable IoT services within smart cities. WCNC (2018)
Ángel Fernández Gambín, Michele Rossi
Smart Energy Policies for Sustainable Mobile Networks via Forecasting and Adaptive Control. GLOBECOM Workshops (2018)
Matteo Gadaleta, Michele Rossi
IDNet: Smartphone-based gait recognition with convolutional neural networks. Pattern Recognit. 74 (2018)
Mohsen Hooshmand, Davide Zordan, Davide Del Testa, Enrico Grisan, Michele Rossi
Boosting the Battery Life of Wearables for Health Monitoring Through the Compression of Biosignals. IEEE Internet Things J. 4 (5) (2017)
Riccardo Bonetto, Michele Rossi
Machine Learning Approaches to Energy Consumption Forecasting in Households. CoRR (2017)
Leonardo Bonati, Ángel Fernández Gambín, Michele Rossi
Wireless power transfer under the spotlight: Charging terminals amid dense cellular networks. WoWMoM (2017)
Marco Miozzo, Lorenza Giupponi, Michele Rossi, Paolo Dini
Switch-On/Off Policies for Energy Harvesting Small Cells through Distributed Q-Learning. WCNC Workshops (2017)
Maria Scalabrin, Michele Rossi, Guillermo Bielsa, Adrian Loch, Jörg Widmer
Millimetric diagnosis: Machine learning based network analysis for mm-wave communication. WoWMoM (2017)
Mohsen Hooshmand, Davide Zordan, Tommaso Melodia, Michele Rossi
SURF: Subject-Adaptive Unsupervised ECG Signal Compression for Wearable Fitness Monitors. IEEE Access 5 (2017)
Riccardo Bonetto, Michele Rossi, Stefano Tomasin, Carlo Fischione
Joint Optimal Pricing and Electrical Efficiency Enforcement for Rational Agents in Micro Grids. CoRR (2017)
Davide Zordan, Raúl Parada, Michele Rossi, Michele Zorzi
Automatic Rate-Distortion Classification for the IoT: Towards Signal-Adaptive Network Protocols. GLOBECOM (2017)
Davide Zordan, Michele Rossi, Michele Zorzi
Rate-distortion classification for self-tuning IoT networks. ICC Workshops (2017)
Matteo Gadaleta, Federico Chiariotti, Michele Rossi, Andrea Zanella
D-DASH: A Deep Q-Learning Framework for DASH Video Streaming. IEEE Trans. Cogn. Commun. Netw. 3 (4) (2017)
Alessandro Biason, Chiara Pielli, Michele Rossi, Andrea Zanella, Davide Zordan, Mark Kelly, Michele Zorzi
EC-CENTRIC: An Energy- and Context-Centric Perspective on IoT Systems and Protocol Design. IEEE Access 5 (2017)
Davide Zordan, Michele Rossi, Michele Zorzi
Rate-Distortion Classification for Self-Tuning IoT Networks. CoRR (2017)
Lyes Khelladi, Djamel Djenouri, Michele Rossi, Nadjib Badache
Efficient on-demand multi-node charging techniques for wireless sensor networks. Comput. Commun. 101 (2017)
Dlamini Thembelihle, Michele Rossi, Daniele Munaretto
Softwarization of Mobile Network Functions towards Agile and Energy Efficient 5G Architectures: A Survey. Wirel. Commun. Mob. Comput. 2017 (2017)
Riccardo Bonetto, Michele Rossi, Stefano Tomasin, Carlo Fischione
Joint Optimal Pricing and Electrical Efficiency Enforcement for Rational Agents in Microgrids. IEEE Access 5 (2017)
Maria Scalabrin, Matteo Gadaleta, Riccardo Bonetto, Michele Rossi
A Bayesian forecasting and anomaly detection framework for vehicular monitoring networks. MLSP (2017)
Ángel Fernández Gambín, Michele Rossi
Energy Cooperation for Sustainable Base Station Deployments: Principles and Algorithms. GLOBECOM (2017)
Michele Rossi, Lea Terracini
A numerical ampleness criterion via Gale duality. Appl. Algebra Eng. Commun. Comput. 28 (5) (2017)
Davide Zordan, Tommaso Melodia, Michele Rossi
On the Design of Temporal Compression Strategies for Energy Harvesting Sensor Networks. IEEE Trans. Wirel. Commun. 15 (2) (2016)
Marco Centenaro, Michele Rossi, Michele Zorzi
Joint Optimization of Lossy Compression and Transport in Wireless Sensor Networks. GLOBECOM Workshops (2016)
Nicola Piovesan, Leo Turi, Enrico Toigo, Borja Martínez, Michele Rossi
Data Analytics for Smart Parking Applications. Sensors 16 (10) (2016)
Riccardo Bonetto, Michele Rossi, Stefano Tomasin, Michele Zorzi
On the Interplay of Distributed Power Loss Reduction and Communication in Low Voltage Microgrids. IEEE Trans. Ind. Informatics 12 (1) (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Michele Rossi