Nicolò Michelusi

Orcid: 0000-0002-5521-6496

According to our database1, Nicolò Michelusi authored at least 107 papers between 2011 and 2024.

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Bibliography

2024
Parallel Successive Learning for Dynamic Distributed Model Training Over Heterogeneous Wireless Networks.
IEEE/ACM Trans. Netw., February, 2024

Analog-digital Scheduling for Federated Learning: A Communication-Efficient Approach.
CoRR, 2024

2023
MAESTRO-X: Distributed Orchestration of Rotary-Wing UAV-Relay Swarms.
IEEE Trans. Cogn. Commun. Netw., June, 2023

Compressed Training for Dual-Wideband Time-Varying Sub-Terahertz Massive MIMO.
IEEE Trans. Commun., 2023

Delay-Aware Hierarchical Federated Learning.
CoRR, 2023

Decentralized Federated Learning via Non-Coherent Over-the-Air Consensus.
Proceedings of the IEEE International Conference on Communications, 2023

Propagation Measurements and Analyses at 28 GHz via an Autonomous Beam-Steering Platform.
Proceedings of the IEEE International Conference on Communications, 2023

Sparse Delay-Doppler Channel Estimation for OTFS Modulation Using 2D-Music.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
Multi-Stage Hybrid Federated Learning Over Large-Scale D2D-Enabled Fog Networks.
IEEE/ACM Trans. Netw., 2022

Finite-Bit Quantization for Distributed Algorithms With Linear Convergence.
IEEE Trans. Inf. Theory, 2022

Learning-Based Spectrum Sensing and Access in Cognitive Radios via Approximate POMDPs.
IEEE Trans. Cogn. Commun. Netw., 2022

Learning and Adaptation for Millimeter-Wave Beam Tracking and Training: A Dual Timescale Variational Framework.
IEEE J. Sel. Areas Commun., 2022

Non-Coherent Over-the-Air Decentralized Stochastic Gradient Descent.
CoRR, 2022

Resource-Efficient and Delay-Aware Federated Learning Design under Edge Heterogeneity.
Proceedings of the 2022 IEEE International Conference on Communications Workshops, 2022

Multiscale Adaptive Scheduling and Path-Planning for Power-Constrained UAV-Relays via SMDPs.
Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022

2021
Finite Rate Distributed Weight-Balancing and Average Consensus Over Digraphs.
IEEE Trans. Autom. Control., 2021

Fast Position-Aided MIMO Beam Training via Noisy Tensor Completion.
IEEE J. Sel. Top. Signal Process., 2021

Semi-Decentralized Federated Learning With Cooperative D2D Local Model Aggregations.
IEEE J. Sel. Areas Commun., 2021

A Robotic Antenna Alignment and Tracking System for Millimeter Wave Propagation Modeling.
CoRR, 2021

Learning and Adaptation in Millimeter-Wave: a Dual Timescale Variational Framework.
CoRR, 2021

Two Timescale Hybrid Federated Learning with Cooperative D2D Local Model Aggregations.
CoRR, 2021

Learning-based Cognitive Radio Access via Randomized Point-Based Approximate POMDPs.
Proceedings of the ICC 2021, 2021

Federated Learning Beyond the Star: Local D2D Model Consensus with Global Cluster Sampling.
Proceedings of the IEEE Global Communications Conference, 2021

Adaptive Beam Alignment in Mm-Wave Networks: A Deep Variational Autoencoder Architecture.
Proceedings of the IEEE Global Communications Conference, 2021

Wideband Millimeter-Wave Massive MIMO Channel Training via Compressed Sensing.
Proceedings of the IEEE Global Communications Conference, 2021

2020
Mobility and Blockage-Aware Communications in Millimeter-Wave Vehicular Networks.
IEEE Trans. Veh. Technol., 2020

Multi-Stage Hybrid Federated Learning over Large-Scale Wireless Fog Networks.
CoRR, 2020

Adaptive Scheduling and Trajectory Design for Power-Constrained Wireless UAV Relays.
CoRR, 2020

Adaptive Millimeter-Wave Communications Exploiting Mobility and Blockage Dynamics.
Proceedings of the 2020 IEEE International Conference on Communications, 2020

Millimeter Wave Beam Recommendation via Tensor Completion.
Proceedings of the 2020 IEEE International Conference on Communications, 2020

Power-Constrained Trajectory optimization for Wireless UAV Relays with Random Requests.
Proceedings of the 2020 IEEE International Conference on Communications, 2020

Federated Learning with Communication Delay in Edge Networks.
Proceedings of the IEEE Global Communications Conference, 2020

2019
Propagation Modeling Through Foliage in a Coniferous Forest at 28 GHz.
IEEE Wirel. Commun. Lett., 2019

Energy-Efficient Interactive Beam Alignment for Millimeter-Wave Networks.
IEEE Trans. Wirel. Commun., 2019

Multi-Scale Spectrum Sensing in Dense Multi-Cell Cognitive Networks.
IEEE Trans. Commun., 2019

Multi-Armed Bandit Beam Alignment and Tracking for Mobile Millimeter Wave Communications.
IEEE Commun. Lett., 2019

Online Trajectory Optimization for Rotary-Wing UAVs in Wireless Networks.
CoRR, 2019

Second-Best Beam-Alignment via Bayesian Multi-Armed Bandits.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

Trajectory Optimization for Rotary-Wing UAVs in Wireless Networks with Random Requests.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

2018
Optimal Spectrum Sharing With ARQ-Based Legacy Users Via Chain Decoding.
IEEE Trans. Wirel. Commun., 2018

Support Recovery From Noisy Random Measurements via Weighted ℓ<sub>1</sub> Minimization.
IEEE Trans. Signal Process., 2018

Limited Rate Distributed Weight-Balancing and Average Consensus Over Digraphs.
CoRR, 2018

Multi-scale Spectrum Sensing in 5G Cognitive Networks.
CoRR, 2018

Multi-User Beam-Alignment for Millimeter-Wave Networks.
Proceedings of the 2018 Information Theory and Applications Workshop, 2018

28-GHz Channel Measurements and Modeling for Suburban Environments.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

Optimal Beam-Sweeping and Communication in Mobile Millimeter-Wave Networks.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

Beam Training and Data Transmission Optimization in Millimeter-Wave Vehicular Networks.
Proceedings of the IEEE Global Communications Conference, 2018

Distributed Quantized Weight-Balancing and Average Consensus Over Digraphs.
Proceedings of the 57th IEEE Conference on Decision and Control, 2018

Coded Energy-Efficient Beam-Alignment for Millimeter-Wave Networks.
Proceedings of the 56th Annual Allerton Conference on Communication, 2018

Finite Rate Quantized Distributed optimization with Geometric Convergence.
Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

Optimal Interactive Energy Efficient Beam-Alignment for Millimeter-Wave Networks.
Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

2017
Neyman-Pearson Codebook Design for Beam Alignment in Millimeter-Wave Networks.
Proceedings of the 1st ACM Workshop on Millimeter-Wave Networks and Sensing Systems, 2017

Throughput optimal beam alignment in millimeter wave networks.
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

Optimal secondary access in retransmission based primary networks via chain decoding.
Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

Multi-scale spectrum sensing in small-cell mm-wave cognitive wireless networks.
Proceedings of the IEEE International Conference on Communications, 2017

On population density estimation via quorum sensing.
Proceedings of the 15th Canadian Workshop on Information Theory, 2017

Multi-scale spectrum sensing in millimeter wave cognitive networks.
Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017

Topology-agnostic average consensus in sensor networks with limited data rate.
Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017

Energy efficient beam-alignment in millimeter wave networks.
Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017

2016
Optimal Transmission Policies for Two-User Energy Harvesting Device Networks With Limited State-of-Charge Knowledge.
IEEE Trans. Wirel. Commun., 2016

Optimal Cognitive Access and Packet Selection Under a Primary ARQ Process via Chain Decoding.
IEEE Trans. Inf. Theory, 2016

Queuing Models for Abstracting Interactions in Bacterial Communities.
IEEE J. Sel. Areas Commun., 2016

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

Support recovery from noisy random measurements via weighted ℓ1 minimization.
Proceedings of the IEEE International Symposium on Information Theory, 2016

Model and analysis of population density estimation via quorum sensing.
Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016

2015
Cross-Layer Design of Distributed Sensing-Estimation With Quality Feedback - Part II: Myopic Schemes.
IEEE Trans. Signal Process., 2015

Cross-Layer Design of Distributed Sensing-Estimation With Quality Feedback - Part I: Optimal Schemes.
IEEE Trans. Signal Process., 2015

Capacity of Electron-Based Communication Over Bacterial Cables: The Full-CSI Case.
IEEE Trans. Mol. Biol. Multi Scale Commun., 2015

Optimal Adaptive Random Multiaccess in Energy Harvesting Wireless Sensor Networks.
IEEE Trans. Commun., 2015

Cross-Layer Estimation and Control for Cognitive Radio: Exploiting Sparse Network Dynamics.
IEEE Trans. Cogn. Commun. Netw., 2015

A new result of the scaling law of weighted L1 minimization.
CoRR, 2015

Cognitive Access-Transmission Policies under a Primary ARQ process via Chain Decoding.
CoRR, 2015

Capacity of bacterial cables via Electron-transfer under full-CSI.
Proceedings of the IEEE International Symposium on Information Theory, 2015

Queueing theory as a modeling tool for bacterial interaction: Implications for microbial fuel cells.
Proceedings of the International Conference on Computing, Networking and Communications, 2015

Controlled Spectrum Sensing and Scheduling under Resource Constraints.
Proceedings of the 24th International Conference on Computer Communication and Networks, 2015

Capacity of electron-based communication over bacterial cables: The full-CSI case with binary inputs.
Proceedings of the 2015 IEEE International Conference on Communications, 2015

Dynamic Spectrum Estimation with Minimal Overhead via Multiscale Information Exchange.
Proceedings of the 2015 IEEE Global Communications Conference, 2015

Markov chain sparsification with independent sets for approximate value iteration.
Proceedings of the 53rd Annual Allerton Conference on Communication, 2015

Sparsity aware dynamic distributed compressive spectrum sensing and scheduling.
Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015

A stochastic queuing model of quorum sensing in microbial communities.
Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015

2014
Optimal Transmission Policies for Energy Harvesting Devices With Limited State-of-Charge Knowledge.
IEEE Trans. Commun., 2014

A Stochastic Model for Electron Transfer in Bacterial Cables.
IEEE J. Sel. Areas Commun., 2014

Designing intelligent energy harvesting communication systems.
IEEE Commun. Mag., 2014

A cross-layer framework for joint control and distributed sensing in agile wireless networks.
Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

Adaptive distributed compressed sensing for dynamic high-dimensional hypothesis testing.
Proceedings of the IEEE International Conference on Acoustics, 2014

Dynamic spectrum sensing-scheduling in agile networks with compressed belief information.
Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

A model for electron transfer and cell energetics in bacterial cables.
Proceedings of the 48th Annual Conference on Information Sciences and Systems, 2014

Joint control and compressed sensing for dynamic spectrum access in agile wireless networks.
Proceedings of the 52nd Annual Allerton Conference on Communication, 2014

2013
Transmission Policies for Energy Harvesting Sensors with Time-Correlated Energy Supply.
IEEE Trans. Commun., 2013

Energy Management Policies for Harvesting-Based Wireless Sensor Devices with Battery Degradation.
IEEE Trans. Commun., 2013

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

Cognitive access policies under a primary ARQ process via chain decoding.
Proceedings of the 2013 Information Theory and Applications Workshop, 2013

On Optimal Transmission Policies for Energy Harvesting Devices: the case of two users.
Proceedings of the ISWCS 2013, 2013

Impact of battery degradation on optimal management policies of harvesting-based wireless sensor devices.
Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013

Optimal random multiaccess in energy harvesting Wireless Sensor Networks.
Proceedings of the IEEE International Conference on Communications, 2013

Distributed estimation in sensor networks with quality feedback: A general framework.
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

Fusion center feedback for quasi-decentralized estimation in Sensor Networks.
Proceedings of the 51st Annual Allerton Conference on Communication, 2013

2012
UWB Sparse/Diffuse Channels, Part II: Estimator Analysis and Practical Channels.
IEEE Trans. Signal Process., 2012

UWB Sparse/Diffuse Channels, Part I: Channel Models and Bayesian Estimators.
IEEE Trans. Signal Process., 2012

Correlated energy generation and imperfect State-of-Charge knowledge in energy harvesting devices.
Proceedings of the 8th International Wireless Communications and Mobile Computing Conference, 2012

On optimal transmission policies for energy harvesting devices.
Proceedings of the 2012 Information Theory and Applications Workshop, 2012

Operation policies for Energy Harvesting Devices with imperfect State-of-Charge knowledge.
Proceedings of IEEE International Conference on Communications, 2012

Performance analysis of energy harvesting sensors with time-correlated energy supply.
Proceedings of the 50th Annual Allerton Conference on Communication, 2012

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

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

Hybrid sparse/diffuse channels: A new model and estimators for wideband channels.
Proceedings of the 49th Annual Allerton Conference on Communication, 2011


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