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Machine Learning Meets Compressed Sensing in Vibration-Based Monitoring

Sensors (Basel, Switzerland), 2022-03, Vol.22 (6), p.2229

2022

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Deep Learning Approaches for Robust Time of Arrival Estimation in Acoustic Emission Monitoring

Sensors (Basel, Switzerland), 2022-01, Vol.22 (3), p.1091

2022

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Tiny Deep Learning Architectures Enabling Sensor-Near Acoustic Data Processing and Defect Localization

Computers (Basel), 2023-07, Vol.12 (7), p.129

2023

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Low-power MIMO guided-wave communication

IEEE access, 2020-01, Vol.8, p.1-1

2020

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An IoT Toolchain Architecture for Planning, Running and Managing a Complete Condition Monitoring Scenario

IEEE access, 2023-01, Vol.11, p.1-1

2023

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Directional Multifrequency Guided Waves Communications Using Discrete Frequency-Steerable Acoustic Transducers

IEEE transactions on ultrasonics, ferroelectrics, and frequency control, 2023-11, Vol.70 (11), p.1494-1505

2023

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Combining Compressed Sensing and Neural Architecture Search for Sensor-Near Vibration Diagnostics

IEEE transactions on industrial informatics, 2024-08, Vol.20 (8), p.10488-10498

2024

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Directional Multi-Frequency Guided Waves Communications Using Discrete Frequency-Steerable Acoustic Transducers

IEEE transactions on ultrasonics, ferroelectrics, and frequency control, 2023-08, Vol.PP, p.1-1

2023

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Model-Assisted Compressed Sensing for Vibration-Based Structural Health Monitoring

IEEE transactions on industrial informatics, 2021-11, Vol.17 (11), p.7338-7347

2021

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Vibration-Based SHM With Upscalable and Low-Cost Sensor Networks

IEEE transactions on instrumentation and measurement, 2020-10, Vol.69 (10), p.7990-7998

2020

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Cluster-Based Vibration Analysis of Structures With GSP

IEEE transactions on industrial electronics (1982), 2021-04, Vol.68 (4), p.3465-3474

2021

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Spiking Neural Networks for Energy-efficient Acoustic Emission-Based Monitoring

IEEE open journal of instrumentation and measurement, 2024-10, p.1-1

2024

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Compression-Accuracy Co-Optimization Through Hardware-Aware Neural Architecture Search for Vibration Damage Detection

IEEE internet of things journal, 2024-10, Vol.11 (19), p.31745-31757

2024

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Dealing with Significant Noise Levels in Vibration‐based Bridge Health Monitoring? A novel ARMA+Noise algorithm in the Frisch Scheme Context

ce/papers, 2023-09, Vol.6 (5), p.337-342

2023

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Vibration Monitoring in the Compressed Domain With Energy-Efficient Sensor Networks

IEEE sensors letters, 2023-08, Vol.7 (8), p.1-4

2023

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Next Generation Edge-Cloud Continuum Architecture for Structural Health Monitoring

IEEE transactions on industrial informatics, 2024-04, Vol.20 (4), p.5874-5887

2024

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System Identification at the Extreme Edge for Network Load Reduction in Vibration-Based Monitoring

IEEE internet of things journal, 2022-10, Vol.9 (20), p.20467-20478

2022

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Evaluating Unmanned Aerial Vehicles for Vibrational Analysis: Exploiting Integrated Capabilities of Nano-Drones as Nodes in a WSN

E-journal of Nondestructive Testing, 2024-07, Vol.29 (7)

2024

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Vibration-based SHM with up-scalable and low-cost Sensor Networks

IEEE transactions on instrumentation and measurement, 2020, p.1-1

2020

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Speeding up System Identification Algorithms on a Parallel RISC-V MCU for Fast Near-Sensor Vibration Diagnostic

IEEE sensors letters, 2023-09, Vol.7 (9), p.1-4

2023

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A Sensor Network with Embedded Data Processing and Data-to-Cloud Capabilities for Vibration-Based Real-Time SHM

Journal of sensors, 2018-01, Vol.2018 (2018), p.1-12

2018

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A Tilt Sensor Node Embedding a Data-Fusion Algorithm for Vibration-Based SHM

Electronics (Basel), 2019-01, Vol.8 (1), p.45

2019

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Modal Analysis of Structures with Low-cost Embedded Systems

2018 IEEE International Symposium on Circuits and Systems (ISCAS), 2018, p.1-4

2018

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A Toolchain Architecture for Condition Monitoring Using the Eclipse Arrowhead Framework

IECON 2021 – 47th Annual Conference of the IEEE Industrial Electronics Society, 2021, p.1-6

2021

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Exploiting Nano Aerial Vehicles as Sensor Nodes for Wireless Vibration Monitoring

2024 IEEE Sensors Applications Symposium (SAS), 2024, p.1-6

2024

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Machine Learning Meets Compressed Sensing in Vibration-Based Monitoring

Deep Learning Approaches for Robust Time of Arrival Estimation in Acoustic Emission Monitoring

Tiny Deep Learning Architectures Enabling Sensor-Near Acoustic Data Processing and Defect Localization

Low-power MIMO guided-wave communication

An IoT Toolchain Architecture for Planning, Running and Managing a Complete Condition Monitoring Scenario

Directional Multifrequency Guided Waves Communications Using Discrete Frequency-Steerable Acoustic Transducers

Combining Compressed Sensing and Neural Architecture Search for Sensor-Near Vibration Diagnostics

Directional Multi-Frequency Guided Waves Communications Using Discrete Frequency-Steerable Acoustic Transducers

Model-Assisted Compressed Sensing for Vibration-Based Structural Health Monitoring

Vibration-Based SHM With Upscalable and Low-Cost Sensor Networks

Cluster-Based Vibration Analysis of Structures With GSP

Spiking Neural Networks for Energy-efficient Acoustic Emission-Based Monitoring

Compression-Accuracy Co-Optimization Through Hardware-Aware Neural Architecture Search for Vibration Damage Detection

Dealing with Significant Noise Levels in Vibration‐based Bridge Health Monitoring? A novel ARMA+Noise algorithm in the Frisch Scheme Context

Vibration Monitoring in the Compressed Domain With Energy-Efficient Sensor Networks

Next Generation Edge-Cloud Continuum Architecture for Structural Health Monitoring

System Identification at the Extreme Edge for Network Load Reduction in Vibration-Based Monitoring

Evaluating Unmanned Aerial Vehicles for Vibrational Analysis: Exploiting Integrated Capabilities of Nano-Drones as Nodes in a WSN

Vibration-based SHM with up-scalable and low-cost Sensor Networks

Speeding up System Identification Algorithms on a Parallel RISC-V MCU for Fast Near-Sensor Vibration Diagnostic

A Sensor Network with Embedded Data Processing and Data-to-Cloud Capabilities for Vibration-Based Real-Time SHM

A Tilt Sensor Node Embedding a Data-Fusion Algorithm for Vibration-Based SHM

Modal Analysis of Structures with Low-cost Embedded Systems

A Toolchain Architecture for Condition Monitoring Using the Eclipse Arrowhead Framework

Exploiting Nano Aerial Vehicles as Sensor Nodes for Wireless Vibration Monitoring

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