Marco Carratu

According to our database1, Marco Carratu authored at least 67 papers between 2017 and 2023.

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

Timeline

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Bibliography

2023
Analysis of Inertial Measurement Units Performances Under Dynamic Conditions.
IEEE Trans. Instrum. Meas., 2023

Smart Water Meter Based on Deep Neural Network and Undersampling for PWNC Detection.
IEEE Trans. Instrum. Meas., 2023

A Novel Methodology for Unsupervised Anomaly Detection in Industrial Electrical Systems.
IEEE Trans. Instrum. Meas., 2023

Fusion Filters between the No Motion No Integration Technique and Kalman Filter in Noise Optimization on a 6DoF Drone for Orientation Tracking.
Sensors, 2023

A Survey on Uncertainty Assessment in ANN-Based Measurements.
Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2023

The Evaluation of Uncertainty in Measurements Using Artificial Neural Network Techniques.
Proceedings of the 49th Annual Conference of the IEEE Industrial Electronics Society, 2023

Metrological Characterization of a Clip Fastener assembly fault detection system based on Deep Learning.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2023

An experimental setup for characterization of Inertial measurement unit under dynamic conditions.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2023

An enhanced Smart Sampling algorithm based on Deep Learning.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2023

Anomaly Detection on Industrial Electrical Systems using Deep Learning.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2023

An innovative method for log diameter measurements based on deep learning.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2023

Noise Floor Characterization in Accelerometers for Earthquake Monitoring.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2023

2022

A Virtual Soil Moisture Sensor for Smart Farming Using Deep Learning.
IEEE Trans. Instrum. Meas., 2022

Stress Testing for Performance Analysis of Orientation Estimation Algorithms.
IEEE Trans. Instrum. Meas., 2022

Recent Advances in Diagnosis of Skin Lesions Using Dermoscopic Images Based on Deep Learning.
IEEE Access, 2022

Selection of optimal parameters to predict fuel consumption of city buses using data fusion.
Proceedings of the IEEE Sensors Applications Symposium, 2022

Image Scaling Effects on Deep Learning Based Applications.
Proceedings of the IEEE International Symposium on Measurements & Networking, 2022

IEEE 1451: Communication among smart sensors using MQTT protocol.
Proceedings of the IEEE International Symposium on Measurements & Networking, 2022

Enforcement Cybersecurity Techniques: A Lightweight Encryption over the CAN-Bus.
Proceedings of the 6th International Conference on System Reliability and Safety, 2022

Temperature stress tests on low-cost IMU systems: Analysis and first proposal for enhancing performance.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2022

Skin Cancer Classification based on Cosine Cyclical Learning Rate with Deep Learning.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2022

A novel image processing technique based on deep learning for water consumption detection.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2022

A deep learning approach for the development of an Early Earthquake Warning system.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2022

Development of a new speed measurement technique based on deep learning.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2022

2021
Experimental Analysis of Filtering Algorithms for IMU-Based Applications Under Vibrations.
IEEE Trans. Instrum. Meas., 2021

Body Temperature - Indoor Condition Monitor and Activity Recognition by MEMS Accelerometer Based on IoT-Alert System for People in Quarantine Due to COVID-19.
Sensors, 2021

Image Processing Technique for Improving the Sensitivity of Mechanical Register Water Meters to Very Small Leaks.
Sensors, 2021

Distributed Smart Measurement Architecture for Industrial Automation.
CoRR, 2021

Separate Sound into STFT Frames to Eliminate Sound Noise Frames in Sound Classification.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

Ensembling CNNs for dermoscopic analysis of suspicious skin lesions.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2021

Cascade based methods in detecting rotating faults using vibration measurements.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2021

Noise Attenuation on IMU Measurement For Drone Balance by Sensor Fusion.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2021

Reliability and Functional Analysis of IMU systems under temperature-based stress tests.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2021

A Novel Technique for Earthquakes Magnitude Estimation.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2021

A CNN-based approach to measure wood quality in timber bundle images.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2021

2020
Soft Sensors for Instrument Fault Accommodation in Semiactive Motorcycle Suspension Systems.
IEEE Trans. Instrum. Meas., 2020

Earthquake Early Detection as an IEEE1451 Transducer Network Trigger for Urban Infrastructure Monitoring and Protection.
IEEE Instrum. Meas. Mag., 2020

Deep Melanoma classification with K-Fold Cross-Validation for Process optimization.
Proceedings of the 2020 IEEE International Symposium on Medical Measurements and Applications, 2020

A new Orientation Method for Inclinometer based on MEMS Accelerometer used in Industry 4.0.
Proceedings of the 18th IEEE International Conference on Industrial Informatics, 2020

Vibrations Measurement and Current Signatures for Fault Detection in Asynchronous Motor.
Proceedings of the 2020 IEEE International Instrumentation and Measurement Technology Conference, 2020

Edge Sensor Signal Processing Algorithms for Earthquake Early Detection.
Proceedings of the 2020 IEEE International Instrumentation and Measurement Technology Conference, 2020

Indoor Silent Object Localization using Ambient Acoustic Noise Fingerprinting.
Proceedings of the 2020 IEEE International Instrumentation and Measurement Technology Conference, 2020

A novel IVS procedure for handling Big Data with Artificial Neural Networks.
Proceedings of the 2020 IEEE International Instrumentation and Measurement Technology Conference, 2020

Image based similarity detection in mechanical registers.
Proceedings of the 2020 IEEE International Instrumentation and Measurement Technology Conference, 2020

Characterization of Inertial Measurement Units under Environmental Stress Screening.
Proceedings of the 2020 IEEE International Instrumentation and Measurement Technology Conference, 2020

Wireless Sensor Network Calibration for PM10 Measurement.
Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2020

Two-stage Artificial Intelligence Clinical Decision Support System for Cardiovascular Assessment using Convolutional Neural Networks and Decision Trees.
Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2020), 2020

2019
Online Fault Detection of Rear Stroke Suspension Sensor in Motorcycle.
IEEE Trans. Instrum. Meas., 2019

A wearable low-cost device for measurement of human exposure to transmitted vibration on motorcycle.
Proceedings of the 2nd Workshop on Metrology for Industry 4.0 and IoT MetroInd4.0&IoT 2019, 2019

A Smart Wireless Sensor Network For PM10 Measurement.
Proceedings of the 5th IEEE International Symposium on Measurements & Networking, 2019

Self-alignment procedure for IMU in automotive context.
Proceedings of the 17th IEEE International Conference on Industrial Informatics, 2019

Energy characterization of attitude algorithms.
Proceedings of the 17th IEEE International Conference on Industrial Informatics, 2019

Bridge dynamic analysis for accurate control and monitoring: Feasibility study.
Proceedings of the IECON 2019, 2019

Data Fusion for Timber Bundle Volume Measurement.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2019

IMU self-alignment in suspensions control system.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2019

An IFDI Scheme for Stroke Sensors in Motorcycle Semi-Active Suspension Systems.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2019

Smart meters and water leakage detection: a preliminary study.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2019

2018
A Virtual ANN-Based Sensor for IFD in Two-Wheeled Vehicle.
Proceedings of the Sensors, 2018

Estimating the Outdoor PM10 Concentration Through Wireless Sensor Network for Smart Metering.
Proceedings of the Sensors, 2018

IEEE 21451-001 Signal Treatment Applied to Smart Transducers.
Proceedings of the Sensors, 2018

Measuring suspension velocity from acceleration integration.
Proceedings of the 16th IEEE International Conference on Industrial Informatics, 2018

Smart Power Meter for the IoT.
Proceedings of the 16th IEEE International Conference on Industrial Informatics, 2018

Semi-active suspension system for motorcycles: From the idea to the industrial product.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2018

Real-time implementation of an IFD scheme for motorcycle sensors.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2018

Smart meter for the IoT.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2018

2017
Velocity prediction from acceleration measurements in motorcycle suspensions.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2017


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