Marco Levorato

Orcid: 0000-0002-6920-4189

According to our database1, Marco Levorato authored at least 163 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Distributed Radiance Fields for Edge Video Compression and Metaverse Integration in Autonomous Driving.
CoRR, 2024

Dependable Distributed Training of Compressed Machine Learning Models.
CoRR, 2024

Context-Aware Stress Monitoring using Wearable and Mobile Technologies in Everyday Settings.
CoRR, 2024

Furcifer: a Context Adaptive Middleware for Real-world Object Detection Exploiting Local, Edge, and Split Computing in the Cloud Continuum.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications, 2024

2023
Two-Stage Self-Adaptive Task Outsourcing Decision Making for Edge-Assisted Multi-UAV Networks.
IEEE Trans. Veh. Technol., November, 2023

Testudo: Collaborative Intelligence for Latency-Critical Autonomous Systems.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., June, 2023

Intrusion Detection Framework for Invasive FPV Drones Using Video Streaming Characteristics.
ACM Trans. Cyber Phys. Syst., April, 2023

Edge Learning for B5G Networks With Distributed Signal Processing: Semantic Communication, Edge Computing, and Wireless Sensing.
IEEE J. Sel. Top. Signal Process., January, 2023

Guest Editorial Distributed Signal Processing for Edge Learning in B5G IoT Networks.
IEEE J. Sel. Top. Signal Process., January, 2023

Split Computing and Early Exiting for Deep Learning Applications: Survey and Research Challenges.
ACM Comput. Surv., 2023

Context-Aware Heterogeneous Task Scheduling for Multi-Layered Systems.
Proceedings of the 24th IEEE International Symposium on a World of Wireless, 2023

Slimmable Encoders for Flexible Split DNNs in Bandwidth and Resource Constrained IoT Systems.
Proceedings of the 24th IEEE International Symposium on a World of Wireless, 2023

Online Domain Adaptive Classification for Mobile-to-Edge Computing.
Proceedings of the 24th IEEE International Symposium on a World of Wireless, 2023

State-Recovery Protocol for URLLC Applications in 5G Systems.
Proceedings of the 2023 IEEE Topical Conference on Wireless Sensors and Sensor Networks, 2023

Selective Data Offloading in Edge Computing for Two-Tier Classification With Local Domain Partitions.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2023

Reliability Estimation of Split DNN Models for Distributed Computing in IoT Systems.
Proceedings of the 32nd IEEE International Symposium on Industrial Electronics, 2023

Matching DNN Compression and Cooperative Training with Resources and Data Availability.
Proceedings of the IEEE INFOCOM 2023, 2023

SplitBeam: Effective and Efficient Beamforming in Wi-Fi Networks Through Split Computing.
Proceedings of the 43rd IEEE International Conference on Distributed Computing Systems, 2023

CADET: Control-Aware Dynamic Edge Computing for Real-Time Target Tracking in UAV Systems.
Proceedings of the IEEE International Conference on Acoustics, 2023

Active Reinforcement Learning for Personalized Stress Monitoring in Everyday Settings.
Proceedings of the IEEE/ACM Conference on Connected Health: Applications, 2023

Invited Paper: Enhancing Privacy in Federated Learning via Early Exit.
Proceedings of the 5th workshop on Advanced tools, 2023

2022
Enabling Green Crowdsourced Social Delivery Networks in Urban Communities.
Sensors, 2022

SC2: Supervised Compression for Split Computing.
CoRR, 2022

Cloud-backed mobile cognition.
Computing, 2022

BottleFit: Learning Compressed Representations in Deep Neural Networks for Effective and Efficient Split Computing.
Proceedings of the 23rd IEEE International Symposium on a World of Wireless, 2022

SmartDet: Context-Aware Dynamic Control of Edge Task Offloading for Mobile Object Detection.
Proceedings of the 23rd IEEE International Symposium on a World of Wireless, 2022

SIC-EDGE: Semantic Iterative ECG Compression for Edge-Assisted Wearable Systems.
Proceedings of the 23rd IEEE International Symposium on a World of Wireless, 2022

Supervised Compression for Resource-Constrained Edge Computing Systems.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

3D Object Detection for Aerial Platforms via Edge Computing: An Experimental Evaluation.
Proceedings of the 18th International Conference on Distributed Computing in Sensor Systems, 2022

2021
Infrastructure-Assisted on-Driving Experience Sharing for Millimeter-Wave Connected Vehicles.
IEEE Trans. Veh. Technol., 2021

Optimal Edge Computing for Infrastructure-Assisted UAV Systems.
IEEE Trans. Veh. Technol., 2021

A Small World Graph Approach for an Efficient Indoor Positioning System.
Sensors, 2021

Spatio-Temporal Split Learning for Autonomous Aerial Surveillance using Urban Air Mobility (UAM) Networks.
CoRR, 2021

SeReMAS: Self-Resilient Mobile AutonomousSystems Through Predictive Edge Computing.
CoRR, 2021

SeReMAS: Self-Resilient Mobile Autonomous Systems Through Predictive Edge Computing.
Proceedings of the 18th Annual IEEE International Conference on Sensing, 2021

COTS Drone Detection using Video Streaming Characteristics.
Proceedings of the ICDCN '21: International Conference on Distributed Computing and Networking, 2021

Data Collection and Labeling of Real-Time IoT-Enabled Bio-Signals in Everyday Settings for Mental Health Improvement.
Proceedings of the GoodIT '21: Conference on Information Technology for Social Good, 2021

Personalized Stress Monitoring using Wearable Sensors in Everyday Settings.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

A Deep Learning Approach to Predict Blood Pressure from PPG Signals.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Federated Deep Reinforcement Learning for the Distributed Control of NextG Wireless Networks.
Proceedings of the IEEE International Symposium on Dynamic Spectrum Access Networks, 2021

2020
Edge-Assisted Control for Healthcare Internet of Things: A Case Study on PPG-Based Early Warning Score.
ACM Trans. Internet Things, 2020

Context-Aware Sensing via Dynamic Programming for Edge-Assisted Wearable Systems.
ACM Trans. Comput. Heal., 2020

Split Computing for Complex Object Detectors: Challenges and Preliminary Results.
CoRR, 2020

Head Network Distillation: Splitting Distilled Deep Neural Networks for Resource-Constrained Edge Computing Systems.
IEEE Access, 2020

Frequency-based Multi Task learning With Attention Mechanism for Fault Detection In Power Systems.
Proceedings of the 2020 IEEE International Conference on Communications, 2020

Neural Compression and Filtering for Edge-assisted Real-time Object Detection in Challenged Networks.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Dynamic Distributed Computing for Infrastructure-Assisted Autonomous UAVs.
Proceedings of the 2020 IEEE International Conference on Communications, 2020

Data-Driven Path Selection for Real-Time Video Streaming at the Network Edge.
Proceedings of the 2020 IEEE International Conference on Communications Workshops, 2020

Towards Green Crowdsourced Social Delivery Networks: A Feasibility Study.
Proceedings of the IEEE Global Communications Conference, 2020

Optimal Task Allocation for Time-Varying Edge Computing Systems with Split DNNs.
Proceedings of the IEEE Global Communications Conference, 2020

On the Feasibility of Infrastructure Assistance to Autonomous UAV Systems.
Proceedings of the 16th International Conference on Distributed Computing in Sensor Systems, 2020

Privacy-Preserving Authentication Framework for UAS Traffic Management Systems.
Proceedings of the 4th Cyber Security in Networking Conference, 2020

2019
Auction-Based Charging Scheduling With Deep Learning Framework for Multi-Drone Networks.
IEEE Trans. Veh. Technol., 2019

Harvest-Or-Access: Slotted ALOHA for Wireless Powered Communication Networks.
IEEE Trans. Veh. Technol., 2019

Extended Range Electric Vehicle With Driving Behavior Estimation in Energy Management.
IEEE Trans. Smart Grid, 2019

Optimizing Energy Efficiency of Wearable Sensors Using Fog-assisted Control.
CoRR, 2019

Texting and Driving Recognition Exploiting Subsequent Turns Leveraging Smartphone Sensors.
Proceedings of the 20th IEEE International Symposium on "A World of Wireless, 2019

A Measurement Study on Edge Computing for Autonomous UAVs.
Proceedings of the ACM SIGCOMM 2019 Workshop on Mobile AirGround Edge Computing, 2019

Distilled Split Deep Neural Networks for Edge-Assisted Real-Time Systems.
Proceedings of the 2019 Workshop on Hot Topics in Video Analytics and Intelligent Edges, 2019

Information Autonomy: Self-Adaptive Information Management for Edge-Assisted Autonomous UAV Systems.
Proceedings of the 2019 IEEE Military Communications Conference, 2019

Cloud-Assisted On-Sensor Observation Classification in Latency-Impeded IoT Systems.
Proceedings of the IEEE International Symposium on Information Theory, 2019

Cross-Layer Analysis of RFID Systems with Correlated Shadowing and Random Radiation Efficiency.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

DNN-Assisted Sensor for Energy-Efficient ECG Monitoring.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

Statistical Analysis of Wireless Traffic: An Adversarial Approach to Drone Surveillance.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

2018
Residential Consumer-Centric Demand Side Management.
IEEE Trans. Smart Grid, 2018

Optimal Aging-Aware Channel Access and Power Allocation for Battery-Powered Devices With Radio Frequency Energy Harvesting.
IEEE Trans. Commun., 2018

Content-Aware Cognitive Interference Control for Urban IoT Systems.
IEEE Trans. Cogn. Commun. Netw., 2018

Adaptive Wireless-Powered Relaying Schemes With Cooperative Jamming for Two-Hop Secure Communication.
IEEE Internet Things J., 2018

Low-Latency Approach for Secure ECG Feature Based Cryptographic Key Generation.
IEEE Access, 2018

Robust Multi-Path Communications for UAVs in the Urban IoT.
Proceedings of the 2018 IEEE International Conference on Sensing, 2018

Efficient and Robust WiFi Indoor Positioning Using Hierarchical Navigable Small World Graphs.
Proceedings of the 17th IEEE International Symposium on Network Computing and Applications, 2018

FlyNetSim: An Open Source Synchronized UAV Network Simulator based on ns-3 and Ardupilot.
Proceedings of the 21st ACM International Conference on Modeling, 2018

Edge-Assited On-Sensor Information Selection for Bandwidth-Constrained System.
Proceedings of the 2018 Information Theory and Applications Workshop, 2018

eBPF-based content and computation-aware communication for real-time edge computing.
Proceedings of the IEEE INFOCOM 2018, 2018

A Bayesian Game Theoretic Approach to Task Offloading in Edge and Cloud Computing.
Proceedings of the 2018 IEEE International Conference on Communications Workshops, 2018

Optimal Computation Offloading in Edge-Assisted UAV Systems.
Proceedings of the IEEE Global Communications Conference, 2018

Rising User Privacy Against Predictive Context Awareness Through Adversarial Information Injection.
Proceedings of the IEEE Global Communications Conference, 2018

Edge-Assisted Sensor Control in Healthcare IoT.
Proceedings of the IEEE Global Communications Conference, 2018

Performance Analysis of End-to-End Security Schemes in Healthcare IoT.
Proceedings of the 9th International Conference on Ambient Systems, 2018

Randomized Edge-Assisted On-Sensor Information Selection for Bandwidth-Constrained Systems.
Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

2017
HiCH: Hierarchical Fog-Assisted Computing Architecture for Healthcare IoT.
ACM Trans. Embed. Comput. Syst., 2017

Cognitive Networking with Dynamic Traffic Classification and QoS Constraints.
Proceedings of the 2017 IEEE Wireless Communications and Networking Conference, 2017

Bandwidth-Aware Data Filtering in Edge-Assisted Wireless Sensor Systems.
Proceedings of the 14th Annual IEEE International Conference on Sensing, 2017

Semantic compression for edge-assisted systems.
Proceedings of the 2017 Information Theory and Applications Workshop, 2017

Energy-based adaptive multiple access in LPWAN IoT systems with energy harvesting.
Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

Edge-assisted content and computation-driven dynamic network selection for real-time services in the urban IoT.
Proceedings of the 2017 IEEE Conference on Computer Communications Workshops, 2017

Content-based interference management for video transmission in D2D communications underlaying LTE.
Proceedings of the 2017 International Conference on Computing, 2017

Driving behavior modeling and estimation for battery optimization in electric vehicles: work-in-progress.
Proceedings of the Twelfth IEEE/ACM/IFIP International Conference on Hardware/Software Codesign and System Synthesis Companion, 2017

Intelligent data filtering in constrained IoT systems.
Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017

2016
Aging Aware Random Channel Access for Battery-Powered Wireless Networks.
IEEE Wirel. Commun. Lett., 2016

Distributed Optimization of Channel Access Strategies in Reactive Cognitive Networks.
IEEE Trans. Commun., 2016

Energy-Based Adaptive Multiple Access in LoRaWAN IoT Systems with Energy Harvesting.
CoRR, 2016

Optimal aging-aware channel access control for wireless networks with energy harvesting.
Proceedings of the IEEE International Symposium on Information Theory, 2016

Content-Based Cognitive Interference Control for City Monitoring Applications in the Urban IoT.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

2015
Network Estimation in Cognition-Empowered Wireless Networks.
IEEE Trans. Cogn. Commun. Netw., 2015

On the Effect of Fronthaul Latency on ARQ in C-RAN Systems.
CoRR, 2015

Modeling and control battery aging in energy harvesting systems.
Proceedings of the 2015 IEEE International Conference on Smart Grid Communications, 2015

Heat-aware transmission strategies.
Proceedings of the 2015 Information Theory and Applications Workshop, 2015

A Unified Stochastic Model for Energy Management in Solar-Powered Embedded Systems.
Proceedings of the IEEE/ACM International Conference on Computer-Aided Design, 2015

Performance analysis of IEEE 802.15.3c-Based mmW wireless networks.
Proceedings of the 49th Annual Conference on Information Sciences and Systems, 2015

2014
An algorithmic solution for computing circle intersection areas and its applications to wireless communications.
Wirel. Commun. Mob. Comput., 2014

Active Classification for POMDPs: A Kalman-Like State Estimator.
IEEE Trans. Signal Process., 2014

Consumer in-the-loop: Consumers as part of residential smart energy systems.
Proceedings of the 2014 IEEE International Conference on Smart Grid Communications, 2014

Distributed optimization of transmission strategies in reactive cognitive networks.
Proceedings of the IEEE Global Communications Conference, 2014

2013
Energy-Efficient, Heterogeneous Sensor Selection for Physical Activity Detection in Wireless Body Area Networks.
IEEE Trans. Signal Process., 2013

Cognitive Access Policies under a Primary ARQ Process via Forward-Backward Interference Cancellation.
IEEE J. Sel. Areas Commun., 2013

Cognitive Networks with Dynamic User Classification for Tactical Communications.
Proceedings of the 32th IEEE Military Communications Conference, 2013

Non-linear smoothers for discrete-time, finite-state Markov chains.
Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

Kalman-like state tracking and control in POMDPS with applications to body sensing networks.
Proceedings of the IEEE International Conference on Acoustics, 2013

Optimization of wireless networks via graph interpolation.
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

2012
A Learning Framework for Cognitive Interference Networks with Partial and Noisy Observations.
IEEE Trans. Wirel. Commun., 2012

Cognitive Interference Management in Retransmission-Based Wireless Networks.
IEEE Trans. Inf. Theory, 2012

On the Impact of Carrier Sense Based Medium Access Control on Cooperative Schemes in Wireless Ad Hoc Networks.
IEEE Trans. Commun., 2012

Structure-based learning in wireless networks via sparse approximation.
EURASIP J. Wirel. Commun. Netw., 2012

Cooperation in Carrier Sense Based Wireless Ad Hoc Networks - Part II: Proactive Schemes
CoRR, 2012

Cooperation in Carrier Sense Based Wireless Ad Hoc Networks - Part I: Reactive Schemes
CoRR, 2012

KNOWME: a case study in wireless body area sensor network design.
IEEE Commun. Mag., 2012

A POMDP framework for heterogeneous sensor selection in wireless body area networks.
Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012

Fast anomaly detection in SmartGrids via sparse approximation theory.
Proceedings of the IEEE 7th Sensor Array and Multichannel Signal Processing Workshop, 2012

Heterogeneous time-resource allocation in Wireless Body Area Networks for Green, maximum likelihood activity detection.
Proceedings of IEEE International Conference on Communications, 2012

Reduced dimension policy iteration for wireless network control via multiscale analysis.
Proceedings of the 2012 IEEE Global Communications Conference, 2012

Scale Invariance and Long-Range Dependence in Smart Energy Grids.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2012

Online learning in wireless networks via directed graph lifting transform.
Proceedings of the 50th Annual Allerton Conference on Communication, 2012

2011
Analysis of Non-Cooperative and Cooperative Type II Hybrid ARQ Protocols with AMC over Correlated Fading Channels.
IEEE Trans. Wirel. Commun., 2011

Integrated Cooperative Opportunistic Packet Forwarding and Distributed Error Control in MIMO Ad Hoc Networks.
IEEE Trans. Commun., 2011

Optimal allocation of heterogeneous smart grid traffic to heterogeneous networks.
Proceedings of the IEEE Second International Conference on Smart Grid Communications, 2011

Optimal cognitive transmission exploiting redundancy in the primary ARQ process.
Proceedings of the Information Theory and Applications Workshop, 2011

Optimization of ARQ Protocols in Interference Networks with QoS Constraints.
Proceedings of IEEE International Conference on Communications, 2011

Cognitive Interference Networks with Partial and Noisy Observations: A Learning Framework.
Proceedings of the Global Communications Conference, 2011

Cognitive transmissions under a primary ARQ process via backward interference cancellation.
Proceedings of the 49th Annual Allerton Conference on Communication, 2011

A reinforcement learning optimization framework for cognitive interference networks.
Proceedings of the 49th Annual Allerton Conference on Communication, 2011

2010
Cooperation techniques for wireless systems from a networking perspective.
IEEE Wirel. Commun., 2010

A Markov framework for error control techniques based on selective retransmission in video transmission over wireless channels.
IEEE J. Sel. Areas Commun., 2010

An analysis of cognitive networks for unslotted time and reactive users.
Proceedings of the IEEE 7th International Conference on Mobile Adhoc and Sensor Systems, 2010

A Type II Hybrid ARQ Protocol with Adaptive Modulation and Coding for Time-Correlated Fading Channels: Analysis and Design.
Proceedings of IEEE International Conference on Communications, 2010

Learning Interference Strategies in Cognitive ARQ Networks.
Proceedings of the Global Communications Conference, 2010

2009
On the performance of ad hoc networks with multiuser detection, rate control and hybrid ARQ.
IEEE Trans. Wirel. Commun., 2009

Steady state analysis of coded cooperative networks with HARQ protocol.
IEEE Trans. Commun., 2009

A channel representation method for the study of hybrid retransmission-based error control.
IEEE Trans. Commun., 2009

On the Effectiveness of Cooperation in Carrier Sense-Based Ad Hoc Networks.
Proceedings of the Sixth Annual IEEE Communications Society Conference on Sensor, 2009

Interference management via rate splitting and HARQ over time-varying fading channels.
Proceedings of the 2009 ACM Workshop on Cognitive Radio Networks, CoRoNet 2009, Beijing, 2009

On Optimal Control of Wireless Networks with Multiuser Detection, Hybrid ARQ and Distortion Constraints.
Proceedings of the INFOCOM 2009. 28th IEEE International Conference on Computer Communications, 2009

Analysis of Selective Retransmission Techniques for Differentially Encoded Data.
Proceedings of IEEE International Conference on Communications, 2009

Analysis of an Automatic Repeat Request Scheme Addressing Long Delay Channels.
Proceedings of the 23rd International Conference on Advanced Information Networking and Applications, 2009

2008
MAC/PHY CrossLayer Design of MIMO Ad Hoc Networks with Layered Multiuser Detection.
IEEE Trans. Wirel. Commun., 2008

Cooperative spatial multiplexing for ad hoc networks with hybrid ARQ: system design and performance analysis.
IEEE Trans. Commun., 2008

Markov analysis of selective repeat type II hybrid ARQ using block codes.
IEEE Trans. Commun., 2008

Efficient quantization for feedback controlled networks with type II hybrid ARQ.
Proceedings of the 6th International Symposium on Modeling and Optimization in Mobile, 2008

Cooperation in UMTS cellular networks: A practical perspective.
Proceedings of the IEEE 19th International Symposium on Personal, 2008

On error control schemes for ad hoc networks with multiuser detection and rate control.
Proceedings of the 42nd Annual Conference on Information Sciences and Systems, 2008

2007
Physical layer approximations for cross-layer performance analysis in MIMO-BLAST ad hoc networks.
IEEE Trans. Wirel. Commun., 2007

Strategies and Tradeoffs for Coded Cooperation in Wireless Networks.
Proceedings of the 5th International Symposium on Modeling and Optimization in Mobile, 2007

Analysis of Outage Probability for Cooperative Networks with HARQ.
Proceedings of the IEEE International Symposium on Information Theory, 2007

Coded Cooperation for Ad Hoc Networks with Spatial Multiplexing.
Proceedings of IEEE International Conference on Communications, 2007

Distributed Cooperative Routing and Hybrid ARQ in MIMO-BLAST Ad Hoc Networks.
Proceedings of the Global Communications Conference, 2007

2006
Analysis of Cooperative Spatial Multiplexing for Ad Hoc Networks with Adaptive Hybrid ARQ.
Proceedings of the 64th IEEE Vehicular Technology Conference, 2006

Analysis of Spatial Multiplexing for Cross-Layer Design of MIMO Ad Hoc Networks.
Proceedings of the 63rd IEEE Vehicular Technology Conference, 2006

DSMA: an access method for MIMO ad hoc networks based on distributed scheduling.
Proceedings of the International Conference on Wireless Communications and Mobile Computing, 2006

An Approximate Approach for Layered Space-Time Multiuser Detection Performance and its Application to MIMO Ad Hoc Networks.
Proceedings of IEEE International Conference on Communications, 2006

On the Performance of Access Strategies for MIMO Ad Hoc Networks.
Proceedings of the Global Telecommunications Conference, 2006. GLOBECOM '06, San Francisco, CA, USA, 27 November, 2006

Analytical Investigation with Markov Models of Selective Repeat Type II Hybrid ARQ.
Proceedings of the Global Telecommunications Conference, 2006. GLOBECOM '06, San Francisco, CA, USA, 27 November, 2006

2005
Multicast streaming over 3G cellular networks through multi-channel transmissions: proposals and performance evaluation.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2005

On the implications of layered space-time multiuser detection on the design of MAC protocols for ad hoc networks.
Proceedings of the IEEE 16th International Symposium on Personal, 2005


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