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NCAirFL: CSI-Free Over-the-Air Federated Learning Based on Non-Coherent
Detection
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2024
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Haifeng Wen
Nicolò Michelusi
Osvaldo Simeone
Hong Xing
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Orchestrating UAVs for Prioritized Data Harvesting: A Cross-Layer Optimization Perspective
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2024
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Bharath Keshavamurthy
Nicolò Michelusi
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Biased Over-the-Air Federated Learning under Wireless Heterogeneity
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2024
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Muhammad Faraz Ul Abrar
Nicolò Michelusi
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Orchestrating UAVs for Prioritized Data Harvesting: A Cross-Layer
Optimization Perspective
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2024
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Bharath Keshavamurthy
Nicolò Michelusi
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Biased Over-the-Air Federated Learning under Wireless Heterogeneity
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2024
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Muhammad Faraz Ul Abrar
Nicolò Michelusi
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Analog-digital Scheduling for Federated Learning: A
Communication-Efficient Approach
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2024
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Muhammad Faraz Ul Abrar
Nicolò Michelusi
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Delay-Aware Hierarchical Federated Learning
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2023
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Frank Po-Chen Lin
Seyyedali Hosseinalipour
Nicolò Michelusi
Christopher G. Brinton
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Analog-digital Scheduling for Federated Learning: A Communication-Efficient Approach
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2023
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Muhammad Faraz Ul Abrar
Nicolò Michelusi
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Parallel Successive Learning for Dynamic Distributed Model Training Over Heterogeneous Wireless Networks
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2023
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Seyyedali Hosseinalipour
Su Wang
Nicolò Michelusi
Vaneet Aggarwal
Christopher G. Brinton
David J. Love
Mung Chiang
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Decentralized Federated Learning via Non-Coherent Over-the-Air Consensus
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2023
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Nicolò Michelusi
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Propagation Measurements and Analyses at 28 GHz via an Autonomous Beam-Steering Platform
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2023
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Bharath Keshavamurthy
Yaguang Zhang
Christopher R. Anderson
Nicolò Michelusi
David J. Love
James V. Krogmeier
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MAESTRO-X: Distributed Orchestration of Rotary-Wing UAV-Relay Swarms
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2023
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Bharath Keshavamurthy
Matthew Bliss
Nicolò Michelusi
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Compressed Training for Dual-Wideband Time-Varying Sub-Terahertz Massive MIMO
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2023
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Tzu-Hsuan Chou
Nicolò Michelusi
David J. Love
James V. Krogmeier
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Propagation Measurements and Analyses at 28 GHz via an Autonomous Beam-Steering Platform
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2023
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Bharath Keshavamurthy
Yaguang Zhang
Christopher R. Anderson
Nicolò Michelusi
James V. Krogmeier
David J. Love
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+
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Delay-Aware Hierarchical Federated Learning
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2023
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Frank Po-Chen Lin
Seyyedali Hosseinalipour
Christopher G. Brinton
Nicolò Michelusi
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Multiscale Adaptive Scheduling and Path-Planning for Power-Constrained UAV-Relays via SMDPs
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2022
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Bharath Keshavamurthy
Nicolò Michelusi
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Finite-Bit Quantization for Distributed Algorithms With Linear Convergence
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2022
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Nicolò Michelusi
Gesualdo Scutari
Chang-Shen Lee
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PDF
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Resource-Efficient and Delay-Aware Federated Learning Design under Edge Heterogeneity
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2022
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David Nickel
Frank Po-Chen Lin
Seyyedali Hosseinalipour
Nicolò Michelusi
Christopher G. Brinton
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Parallel Successive Learning for Dynamic Distributed Model Training over
Heterogeneous Wireless Networks
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2022
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Seyyedali Hosseinalipour
Su Wang
Nicolò Michelusi
Vaneet Aggarwal
Christopher G. Brinton
David J. Love
Mung Chiang
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Multi-Stage Hybrid Federated Learning Over Large-Scale D2D-Enabled Fog Networks
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2022
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Seyyedali Hosseinalipour
Sheikh Shams Azam
Christopher G. Brinton
Nicolò Michelusi
Vaneet Aggarwal
David J. Love
Huaiyu Dai
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A Robotic Antenna Alignment and Tracking System for Millimeter Wave Propagation Modeling
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2022
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Bharath Keshavamurthy
Yaguang Zhang
Christopher R. Anderson
Nicolò Michelusi
James V. Krogmeier
David J. Love
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Parallel Successive Learning for Dynamic Distributed Model Training over Heterogeneous Wireless Networks
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2022
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Seyyedali Hosseinalipour
Su Wang
Nicolò Michelusi
Vaneet Aggarwal
Christopher G. Brinton
David J. Love
Mung Chiang
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+
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Compressed Training for Dual-Wideband Time-Varying Sub-Terahertz Massive MIMO
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2022
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Tzu-Hsuan Chou
Nicolò Michelusi
David J. Love
James V. Krogmeier
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+
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Multiscale Adaptive Scheduling and Path-Planning for Power-Constrained UAV-Relays via SMDPs
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2022
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Bharath Keshavamurthy
Nicolò Michelusi
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Decentralized Federated Learning via Non-Coherent Over-the-Air Consensus
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2022
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Nicolò Michelusi
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Non-Coherent Over-the-Air Decentralized Stochastic Gradient Descent
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2022
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Nicolò Michelusi
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Federated Learning Beyond the Star: Local D2D Model Consensus with Global Cluster Sampling
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2021
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Frank Po-Chen Lin
Seyyedali Hosseinalipour
Sheikh Shams Azam
Christopher G. Brinton
Nicolò Michelusi
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Learning-Based Spectrum Sensing and Access in Cognitive Radios via Approximate POMDPs
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2021
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Bharath Keshavamurthy
Nicolò Michelusi
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Learning and Adaptation for Millimeter-Wave Beam Tracking and Training: A Dual Timescale Variational Framework
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2021
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Muddassar Hussain
Nicolò Michelusi
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Semi-Decentralized Federated Learning With Cooperative D2D Local Model Aggregations
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2021
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Frank Po-Chen Lin
Seyyedali Hosseinalipour
Sheikh Shams Azam
Christopher G. Brinton
Nicolò Michelusi
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Learning-based Spectrum Sensing and Access in Cognitive Radios via Approximate POMDPs
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2021
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Bharath Keshavamurthy
Nicolò Michelusi
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Learning and Adaptation in Millimeter-Wave: a Dual Timescale Variational Framework.
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2021
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Muddassar Hussain
Nicolò Michelusi
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Learning and Adaptation for Millimeter-Wave Beam Tracking and Training: a Dual Timescale Variational Framework
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2021
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Muddassar Hussain
Nicolò Michelusi
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Two Timescale Hybrid Federated Learning with Cooperative D2D Local Model Aggregations.
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2021
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Frank Po-Chen Lin
Seyyedali Hosseinalipour
Sheikh Shams Azam
Christopher G. Brinton
Nicolò Michelusi
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Semi-Decentralized Federated Learning with Cooperative D2D Local Model Aggregations
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2021
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Frank Po-Chen Lin
Seyyedali Hosseinalipour
Sheikh Shams Azam
Christopher G. Brinton
Nicolò Michelusi
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Fast Position-Aided MIMO Beam Training via Noisy Tensor Completion
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2021
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Tzu-Hsuan Chou
Nicolò Michelusi
David J. Love
James V. Krogmeier
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Resource-Efficient and Delay-Aware Federated Learning Design under Edge Heterogeneity
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2021
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David Nickel
Frank Po-Chen Lin
Seyyedali Hosseinalipour
Nicolò Michelusi
Christopher G. Brinton
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Federated Learning Beyond the Star: Local D2D Model Consensus with Global Cluster Sampling
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2021
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Frank Po-Chen Lin
Seyyedali Hosseinalipour
Sheikh Shams Azam
Christopher G. Brinton
Nicolò Michelusi
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Finite-Bit Quantization For Distributed Algorithms With Linear Convergence
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2021
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Nicolò Michelusi
Gesualdo Scutari
Chang-Shen Lee
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+
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Learning-based Spectrum Sensing and Access in Cognitive Radios via Approximate POMDPs
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2021
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Bharath Keshavamurthy
Nicolò Michelusi
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+
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Learning and Adaptation for Millimeter-Wave Beam Tracking and Training: a Dual Timescale Variational Framework
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2021
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Muddassar Hussain
Nicolò Michelusi
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Semi-Decentralized Federated Learning with Cooperative D2D Local Model Aggregations
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2021
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Frank Po-Chen Lin
Seyyedali Hosseinalipour
Sheikh Shams Azam
Christopher G. Brinton
Nicolò Michelusi
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+
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A Robotic Antenna Alignment and Tracking System for Millimeter Wave Propagation Modeling
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2021
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Bharath Keshavamurthy
Yaguang Zhang
Christopher R. Anderson
Nicolò Michelusi
James V. Krogmeier
David J. Love
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PDF
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Federated Learning with Communication Delay in Edge Networks
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2020
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Frank Po-Chen Lin
Christopher G. Brinton
Nicolò Michelusi
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Finite Rate Distributed Weight-Balancing and Average Consensus Over Digraphs
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2020
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Chang-Shen Lee
Nicolò Michelusi
Gesualdo Scutari
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Mobility and Blockage-Aware Communications in Millimeter-Wave Vehicular Networks
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2020
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Muddassar Hussain
Maria Scalabrin
Michele Rossi
Nicolò Michelusi
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Federated Learning with Communication Delay in Edge Networks
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2020
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Frank Po-Chen Lin
Christopher G. Brinton
Nicolò Michelusi
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+
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Multi-Stage Hybrid Federated Learning over Large-Scale Wireless Fog Networks.
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2020
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Seyyedali Hosseinalipour
Sheikh Shams Azam
Christopher G. Brinton
Nicolò Michelusi
Vaneet Aggarwal
David J. Love
Huaiyu Dai
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Adaptive Scheduling and Trajectory Design for Power-Constrained Wireless UAV Relays.
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2020
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Matthew Bliss
Nicolò Michelusi
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PDF
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Power-Constrained Trajectory optimization for Wireless UAV Relays with Random Requests
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2020
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Matthew Bliss
Nicolò Michelusi
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PDF
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Millimeter Wave Beam Recommendation via Tensor Completion
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2020
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Tzu-Hsuan Chou
Nicolò Michelusi
David J. Love
James V. Krogmeier
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PDF
Chat
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Adaptive Millimeter-Wave Communications Exploiting Mobility and Blockage Dynamics
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2020
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Muddassar Hussain
Maria Scalabrin
Michele Rossi
Nicolò Michelusi
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Adaptive Millimeter-Wave Communications Exploiting Mobility and Blockage Dynamics
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2020
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Muddassar Hussain
Maria Scalabrin
Michele Rossi
Nicolò Michelusi
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+
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Power-Constrained Trajectory Optimization for Wireless UAV Relays with Random Requests
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2020
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Matthew Bliss
Nicolò Michelusi
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+
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Federated Learning with Communication Delay in Edge Networks
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2020
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Frank Po-Chen Lin
Christopher G. Brinton
Nicolò Michelusi
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+
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Adaptive Millimeter-Wave Communications Exploiting Mobility and Blockage Dynamics
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2020
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Muddassar Hussain
Maria Scalabrin
Michele Rossi
Nicolò Michelusi
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Power-Constrained Trajectory Optimization for Wireless UAV Relays with Random Requests
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2020
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Matthew V. Bliss
Nicolò Michelusi
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MAESTRO-X: Distributed Orchestration of Rotary-Wing UAV-Relay Swarms
|
2020
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Bharath Keshavamurthy
Matthew V. Bliss
Nicolò Michelusi
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PDF
Chat
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Second-Best Beam-Alignment via Bayesian Multi-Armed Bandits
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2019
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Muddassar Hussain
Nicolò Michelusi
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PDF
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Trajectory Optimization for Rotary-Wing UAVs in Wireless Networks with Random Requests
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2019
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Matthew Bliss
Nicolò Michelusi
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Millimeter Wave Channel Recommendation System Aided by Tensor Completion
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2019
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Tzu-Hsuan Chou
Nicolò Michelusi
David J. Love
James V. Krogmeier
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Second-best Beam-Alignment via Bayesian Multi-Armed Bandits
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2019
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Muddassar Hussain
Nicolò Michelusi
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+
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Online Trajectory Optimization for Rotary-Wing UAVs in Wireless Networks.
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2019
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Matthew Bliss
Nicolò Michelusi
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+
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Trajectory Optimization for Rotary-Wing UAVs in Wireless Networks with Random Requests
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2019
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Matthew Bliss
Nicolò Michelusi
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Propagation Modeling Through Foliage in a Coniferous Forest at 28 GHz
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2019
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Yaguang Zhang
Christopher R. Anderson
Nicolò Michelusi
David J. Love
Kenneth R. Baker
James V. Krogmeier
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+
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Millimeter Wave Beam Recommendation via Tensor Completion
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2019
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Tzu-Hsuan Chou
Nicolò Michelusi
David J. Love
James V. Krogmeier
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+
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Second-best Beam-Alignment via Bayesian Multi-Armed Bandits
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2019
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Muddassar Hussain
Nicolò Michelusi
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+
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Trajectory Optimization for Rotary-Wing UAVs in Wireless Networks with Random Requests
|
2019
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Matthew V. Bliss
Nicolò Michelusi
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+
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Finite rate distributed weight-balancing and average consensus over digraphs
|
2019
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Chang-Shen Lee
Nicolò Michelusi
Gesualdo Scutari
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+
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Energy-Efficient Interactive Beam Alignment for Millimeter-Wave Networks
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2018
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Muddassar Hussain
Nicolò Michelusi
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+
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Multi-Scale Spectrum Sensing in Dense Multi-Cell Cognitive Networks
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2018
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Nicolò Michelusi
Matthew Nokleby
Urbashi Mitra
Robert Calderbank
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PDF
Chat
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Beam Training and Data Transmission Optimization in Millimeter-Wave Vehicular Networks
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2018
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Maria Scalabrin
Nicolò Michelusi
Michele Rossi
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Coded Energy-Efficient Beam-Alignment for Millimeter-Wave Networks
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2018
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Muddassar Hussain
Nicolò Michelusi
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PDF
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Coded Energy-Efficient Beam-Alignment for Millimeter-Wave Networks
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2018
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Muddassar Hussain
Nicolò Michelusi
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PDF
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Optimal Spectrum Sharing With ARQ-Based Legacy Users Via Chain Decoding
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2018
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Nicolò Michelusi
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Energy-Efficient Interactive Beam-Alignment for Millimeter-Wave Networks
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2018
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Muddassar Hussain
Nicolò Michelusi
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PDF
Chat
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Optimal Beam-Sweeping and Communication in Mobile Millimeter-Wave Networks
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2018
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Nicolò Michelusi
Muddassar Hussain
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Beam Training and Data Transmission Optimization in Millimeter-Wave Vehicular Networks
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2018
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Maria Scalabrin
Nicolò Michelusi
Michele Rossi
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+
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Multi-scale Spectrum Sensing in 5G Cognitive Networks.
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2018
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Nicolò Michelusi
Matthew Nokleby
Urbashi Mitra
A.R. Calderbank
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Multi-Scale Spectrum Sensing in Dense Multi-Cell Cognitive Networks.
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2018
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Nicolò Michelusi
Matthew Nokleby
Urbashi Mitra
Robert Calderbank
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+
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Multi-user Beam-Alignment for Millimeter-Wave Networks
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2018
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Rana A. Hassan
Nicolò Michelusi
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PDF
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Multi-User Beam-Alignment for Millimeter-Wave Networks
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2018
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Rana A. Hassan
Nicolò Michelusi
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+
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Optimal Beam Sweeping and Communication in Mobile Millimeter-Wave Networks
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2018
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Nicolò Michelusi
Muddassar Hussain
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+
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Optimal Spectrum Sharing with ARQ based Legacy Users via Chain Decoding
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2018
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Nicolò Michelusi
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+
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Limited Rate Distributed Weight-Balancing and Average Consensus Over Digraphs
|
2018
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Chang-Shen Lee
Nicolò Michelusi
Gesualdo Scutari
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+
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Coded Energy-Efficient Beam-Alignment for Millimeter-Wave Networks
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2018
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Muddassar Hussain
Nicolò Michelusi
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+
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Optimal Beam Sweeping and Communication in Mobile Millimeter-Wave Networks
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2018
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Nicolò Michelusi
Muddassar Hussain
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+
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Multi-user Beam-Alignment for Millimeter-Wave Networks
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2018
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Rana A. Hassan
Nicolò Michelusi
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+
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Optimal Spectrum Sharing with ARQ based Legacy Users via Chain Decoding
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2018
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Nicolò Michelusi
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+
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Energy-Efficient Interactive Beam-Alignment for Millimeter-Wave Networks
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2018
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Muddassar Hussain
Nicolò Michelusi
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+
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Multi-Scale Spectrum Sensing in Dense Multi-Cell Cognitive Networks
|
2018
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Nicolò Michelusi
Matthew Nokleby
Urbashi Mitra
Robert Calderbank
|
+
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Beam Training and Data Transmission Optimization in Millimeter-Wave Vehicular Networks
|
2018
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Maria Scalabrin
Nicolò Michelusi
Michele Rossi
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PDF
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Energy-based adaptive multiple access in LPWAN IoT systems with energy harvesting
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2017
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Nicolò Michelusi
Marco Levorato
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PDF
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Multi-scale spectrum sensing in small-cell mm-wave cognitive wireless networks
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2017
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Nicolò Michelusi
Matthew Nokleby
Urbashi Mitra
Robert Calderbank
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Multi-scale Spectrum Sensing in Small-Cell mm-Wave Cognitive Wireless Networks
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2017
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Nicolò Michelusi
Matthew Nokleby
Urbashi Mitra
Robert Calderbank
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+
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Throughput Optimal Beam Alignment in Millimeter Wave Networks
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2017
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Muddassar Hussain
Nicolò Michelusi
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PDF
Chat
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Throughput optimal beam alignment in millimeter wave networks
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2017
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Muddassar Hussain
Nicolò Michelusi
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+
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Multi-scale Spectrum Sensing in Small-Cell mm-Wave Cognitive Wireless Networks
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2017
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Nicolò Michelusi
Matthew Nokleby
Urbashi Mitra
Robert Calderbank
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+
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Throughput Optimal Beam Alignment in Millimeter Wave Networks
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2017
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Muddassar Hussain
Nicolò Michelusi
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+
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Energy-Based Adaptive Multiple Access in LPWAN IoT Systems with Energy Harvesting
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2016
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Nicolò Michelusi
Marco Levorato
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PDF
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Queuing Models for Abstracting Interactions in Bacterial Communities
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2016
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Nicolò Michelusi
James Q. Boedicker
Mohamed Y. El‐Naggar
Urbashi Mitra
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Energy-Based Adaptive Multiple Access in LPWAN IoT Systems with Energy Harvesting
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2016
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Nicolò Michelusi
Marco Levorato
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Cognitive Access-Transmission Policies under a Primary ARQ process via Chain Decoding
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2015
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Nicolò Michelusi
Petar Popovski
Michele Zorzi
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Markov chain sparsification with independent sets for approximate value iteration
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2015
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Eduardo Pavéz
Nicolò Michelusi
Aamir Anis
Urbashi Mitra
Antonio Ortega
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Queuing models for abstracting interactions in Bacterial communities
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2015
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Nicolò Michelusi
James Q. Boedicker
Mohamed Y. El‐Naggar
Urbashi Mitra
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+
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Cross-layer estimation and control for Cognitive Radio: Exploiting Sparse Network Dynamics
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2015
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Nicolò Michelusi
Urbashi Mitra
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PDF
Chat
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Cross-Layer Estimation and Control for Cognitive Radio: Exploiting Sparse Network Dynamics
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2015
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Nicolò Michelusi
Urbashi Mitra
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+
PDF
Chat
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Capacity of Electron-Based Communication Over Bacterial Cables: The Full-CSI Case
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2015
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Nicolò Michelusi
Urbashi Mitra
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Capacity of electron-based communication over bacterial cables: the full-CSI case
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2015
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Nicolò Michelusi
Urbashi Mitra
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PDF
Chat
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Cross-Layer Design of Distributed Sensing-Estimation With Quality Feedback— Part II: Myopic Schemes
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2015
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Nicolò Michelusi
Urbashi Mitra
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PDF
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Cross-Layer Design of Distributed Sensing-Estimation With Quality Feedback— Part I: Optimal Schemes
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2015
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Nicolò Michelusi
Urbashi Mitra
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PDF
Chat
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Optimal Adaptive Random Multiaccess in Energy Harvesting Wireless Sensor Networks
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2015
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Nicolò Michelusi
Michele Zorzi
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A new result of the scaling law of weighted L1 minimization
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2015
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Jun Zhang
Urbashi Mitra
Kuan-Wen Huang
Nicolò Michelusi
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Cognitive Access-Transmission Policies under a Primary ARQ process via Chain Decoding
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2015
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Nicolò Michelusi
Petar Popovski
Michele Zorzi
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+
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Capacity of electron-based communication over bacterial cables: the full-CSI case
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2015
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Nicolò Michelusi
Urbashi Mitra
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+
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Cross-layer estimation and control for Cognitive Radio: Exploiting Sparse Network Dynamics
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2015
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Nicolò Michelusi
Urbashi Mitra
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+
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Queuing models for abstracting interactions in Bacterial communities
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2015
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Nicolò Michelusi
James Q. Boedicker
Mohamed Y. El‐Naggar
Urbashi Mitra
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+
PDF
Chat
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A Stochastic Model for Electron Transfer in Bacterial Cables
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2014
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Nicolò Michelusi
Sahand Pirbadian
Mohamed Y. El‐Naggar
Urbashi Mitra
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PDF
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Cognitive Access Policies under a Primary ARQ Process via Forward-Backward Interference Cancellation
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2013
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Nicolò Michelusi
Petar Popovski
Osvaldo Simeone
Marco Levorato
Michele Zorzi
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