Velocity prediction from acceleration measurements in motorcycle suspensions. - Marco Carratu; Antonio Pietrosanto; Paolo Sommella; Vincenzo Paciello (I2MTC, 2017)

Smart meter for the IoT. - Francesco Abate; Marco Carratu; Consolatina Liguori; Matteo Ferro; Vincenzo Paciello (I2MTC, 2018)

Real-time implementation of an IFD scheme for motorcycle sensors. - Domenico Capriglione; Marco Carratu; Antonio Pietrosanto; Paolo Sommella (I2MTC, 2018)

Semi-active suspension system for motorcycles: From the idea to the industrial product. - Marco Carratu; Antonio Pietrosanto; Paolo Sommella; Vincenzo Paciello (I2MTC, 2018)

Smart Power Meter for the IoT. - Marco Carratu; Matteo Ferro; Antonio Pietrosanto; Vincenzo Paciello (INDIN, 2018)

Measuring suspension velocity from acceleration integration. - Marco Carratu; Antonio Pietrosanto; Paolo Sommella; Vincenzo Paciello (INDIN, 2018)

IEEE 21451-001 Signal Treatment Applied to Smart Transducers. - Francesco Abate; Marco Carratù; António Espírito-Santo 001; Victor Huang; Gustavo Monte; Vincenzo Paciello (Sensors, 2018)

Estimating the Outdoor PM10 Concentration Through Wireless Sensor Network for Smart Metering. - Domenico Capriglione; Marco Carratù; Matteo Ferro; Antonio Pietrosanto; Paolo Sommella (Sensors, 2018)

A Virtual ANN-Based Sensor for IFD in Two-Wheeled Vehicle. - Domenico Capriglione; Marco Carratu; Antonio Pietrosanto; Paolo Sommella (Sensors, 2018)

Smart meters and water leakage detection: a preliminary study. - Francesco Abate; Marco Carratù; Consolatina Liguori; Antonio Pietrosanto (I2MTC, 2019)

An IFDI Scheme for Stroke Sensors in Motorcycle Semi-Active Suspension Systems. - Domenico Capriglione; Marco Carratù; Antonio Pietrosanto; Paolo Sommella (I2MTC, 2019)

IMU self-alignment in suspensions control system. - Marco Carratù; Salvatore Dello Iacono; Antonio Pietrosanto; Vincenzo Paciello (I2MTC, 2019)

Data Fusion for Timber Bundle Volume Measurement. - Marco Carratù; Consolatina Liguori; Antonio Pietrosanto; Mattias O'Nils; Jan Lundgren (I2MTC, 2019)

Bridge dynamic analysis for accurate control and monitoring: Feasibility study. - M. Avoci Ugwiri; Marco Carratù; Consolatina Liguori; Vincenzo Paciello (IECON, 2019)

Energy characterization of attitude algorithms. - Marco Carratù; Salvatore Dello Iacono; Minh Long Hoang; Antonio Pietrosanto (INDIN, 2019)

Self-alignment procedure for IMU in automotive context. - Marco Carratù; Salvatore Dello Iacono; Antonio Pietrosanto; Vincenzo Paciello (INDIN, 2019)

A Smart Wireless Sensor Network For PM10 Measurement. - Marco Carratù; Matteo Ferro; Antonio Pietrosanto; Paolo Sommella; Vincenzo Paciello (M&N, 2019)

A wearable low-cost device for measurement of human exposure to transmitted vibration on motorcycle. - Marco Carratù; Antonio Pietrosanto; Paolo Sommella; Vincenzo Paciello (MetroInd4.0&IoT, 2019)

Online Fault Detection of Rear Stroke Suspension Sensor in Motorcycle. - Domenico Capriglione; Marco Carratu; Antonio Pietrosanto; Paolo Sommella (IEEE Trans. Instrum. Meas., 2019)

Two-stage Artificial Intelligence Clinical Decision Support System for Cardiovascular Assessment using Convolutional Neural Networks and Decision Trees. - Shahab Pasha; Jan Lundgren; Marco Carratù; Patrik Wreeby; Consolatina Liguori (BIOSIGNALS, 2020)

Wireless Sensor Network Calibration for PM10 Measurement. - Marco Carratù; Matteo Ferro; Vincenzo Paciello; Paolo Sommella; Jan Lundgren; Mattias O'Nils (CIVEMSA, 2020)

Characterization of Inertial Measurement Units under Environmental Stress Screening. - Domenico Capriglione; Marco Carratù; Antonio Pietrosanto; Paolo Sommella; Marcantonio Catelani; Lorenzo Ciani; Gabriele Patrizi; Roberto Singuaroli; Lorenzo Signorini (I2MTC, 2020)

Image based similarity detection in mechanical registers. - Marco Carratù; Salvatore Dello Iacono; Giuseppe Di Leo; Consolatina Liguori; Antonio Pietrosanto (I2MTC, 2020)

A novel IVS procedure for handling Big Data with Artificial Neural Networks. - Marco Carratù; Consolatina Liguori; Antonio Pietrosanto; Mattias O'Nils; Jan Lundgren (I2MTC, 2020)

Indoor Silent Object Localization using Ambient Acoustic Noise Fingerprinting. - Meng Jiang; Jan Lundgren; Shahab Pasha; Marco Carratù; Consolatina Liguori; Göran Thungström (I2MTC, 2020)

Edge Sensor Signal Processing Algorithms for Earthquake Early Detection. - M. Avoci Ugwiri; Marco Carratù; Gustavo Monte; António Espírito-Santo 001; Vincenzo Paciello (I2MTC, 2020)

Vibrations Measurement and Current Signatures for Fault Detection in Asynchronous Motor. - M. Avoci Ugwiri; Marco Carratù; Antonio Pietrosanto; Vincenzo Paciello; Aimé Lay-Ekuakille (I2MTC, 2020)

A new Orientation Method for Inclinometer based on MEMS Accelerometer used in Industry 4.0. - Minh Long Hoang; Marco Carratù; Vincenzo Paciello; Antonio Pietrosanto (INDIN, 2020)

Deep Melanoma classification with K-Fold Cross-Validation for Process optimization. - Yali Nie; Laura De Santis; Marco Carratù; Mattias O'Nils; Paolo Sommella; Jan Lundgren (MeMeA, 2020)

Earthquake Early Detection as an IEEE1451 Transducer Network Trigger for Urban Infrastructure Monitoring and Protection. - Marco Carratù; António Espírito-Santo 001; Gustavo Monte; Vincenzo Paciello (IEEE Instrum. Meas. Mag., 2020)

Soft Sensors for Instrument Fault Accommodation in Semiactive Motorcycle Suspension Systems. - Domenico Capriglione; Marco Carratù; Antonio Pietrosanto; Paolo Sommella (IEEE Trans. Instrum. Meas., 2020)

A CNN-based approach to measure wood quality in timber bundle images. - Marco Carratù; Vincenzo Gallo; Consolatina Liguori; Antonio Pietrosanto; Mattias O'Nils; Jan Lundgren (I2MTC, 2021)

A Novel Technique for Earthquakes Magnitude Estimation. - Marco Carratù; Vincenzo Paciello; António Espírito-Santo 001; Gustavo Monte (I2MTC, 2021)

Reliability and Functional Analysis of IMU systems under temperature-based stress tests. - Marcantonio Catelani; Lorenzo Ciani; Gabriele Patrizi; Marco Carratù; Antonio Pietrosanto; Paolo Sommella; Domenico Capriglione (I2MTC, 2021)

Noise Attenuation on IMU Measurement For Drone Balance by Sensor Fusion. - Minh Long Hoang; Marco Carratù; Vincenzo Paciello; Antonio Pietrosanto (I2MTC, 2021)

Cascade based methods in detecting rotating faults using vibration measurements. - M. Avoci Ugwiri; Marco Carratù; Aimé Lay-Ekuakille; Vincenzo Paciello; Antonio Pietrosanto (I2MTC, 2021)

Ensembling CNNs for dermoscopic analysis of suspicious skin lesions. - Yali Nie; Matteo Ferro; Paolo Sommella; Marco Carratù; Sara Cacciapuoti; Giuseppe Di Leo; Jan Lundgren; Gabriella Fabbrocini (MeMeA, 2021)

Separate Sound into STFT Frames to Eliminate Sound Noise Frames in Sound Classification. - Thanh Tran; Kien Bui Huy; Nhat Truong Pham; Marco Carratù; Consolatina Liguori; Jan Lundgren (SSCI, 2021)

Distributed Smart Measurement Architecture for Industrial Automation. - Paolo Azzoni; Gianfranco Caminale; Marco Carratù; Salvatore Dello Iacono; Giuseppe Fenza; Nicola Gallo; Consolatina Liguori; Elisa Londero; Antonio Pietrosanto; Nicolo Rebella (CoRR, 2021)

Image Processing Technique for Improving the Sensitivity of Mechanical Register Water Meters to Very Small Leaks. - Marco Carratù; Salvatore Dello Iacono; Giuseppe Di Leo; Consolatina Liguori; Antonio Pietrosanto (Sensors, 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. - Minh Long Hoang; Marco Carratù; Vincenzo Paciello; Antonio Pietrosanto (Sensors, 2021)

Experimental Analysis of Filtering Algorithms for IMU-Based Applications Under Vibrations. - Domenico Capriglione; Marco Carratù; Marcantonio Catelani; Lorenzo Ciani; Gabriele Patrizi; Antonio Pietrosanto; Paolo Sommella (IEEE Trans. Instrum. Meas., 2021)

Development of a new speed measurement technique based on deep learning. - Marco Carratù; Vincenzo Gallo; Consolatina Liguori; Vincenzo Paciello (I2MTC, 2022)

A deep learning approach for the development of an Early Earthquake Warning system. - Marco Carratù; Vincenzo Gallo; Vincenzo Paciello; Antonio Pietrosanto (I2MTC, 2022)

A novel image processing technique based on deep learning for water consumption detection. - Marco Carratù; Salvatore Dello Iacono; Giuseppe Di Leo; Vincenzo Gallo; Consolatina Liguori; Antonio Pietrosanto (I2MTC, 2022)

Skin Cancer Classification based on Cosine Cyclical Learning Rate with Deep Learning. - Yali Nie; Marco Carratù; Mattias O'Nils; Paolo Sommella; Moise Avoci Ugwiri; Jan Lundgren (I2MTC, 2022)

Temperature stress tests on low-cost IMU systems: Analysis and first proposal for enhancing performance. - Gabriele Patrizi; Marcantonio Catelani; Lorenzo Ciani; Marco Carratù; Antonio Pietrosanto; Paolo Sommella; Giovanni Betta; Domenico Capriglione (I2MTC, 2022)

Enforcement Cybersecurity Techniques: A Lightweight Encryption over the CAN-Bus. - Marco Carratù; Francesco Pascale; Antonio Pietrosanto (ICSRS, 2022)

IEEE 1451: Communication among smart sensors using MQTT protocol. - Marco Carratù; Vincenzo Gallo; Vincenzo Paciello (M&N, 2022)

Image Scaling Effects on Deep Learning Based Applications. - Irida Shallari; Vincenzo Gallo; Marco Carratu; Mattias O'Nils; Consolatina Liguori; Mazhar Hussain (M&N, 2022)

Selection of optimal parameters to predict fuel consumption of city buses using data fusion. - Mazhar Hussain; Mattias O'Nils; Jan Lundgren; Marco Carratù; Irida Shallari (SAS, 2022)

Recent Advances in Diagnosis of Skin Lesions Using Dermoscopic Images Based on Deep Learning. - Yali Nie; Paolo Sommella; Marco Carratù; Matteo Ferro; Mattias O'Nils; Jan Lundgren (IEEE Access, 2022)

Stress Testing for Performance Analysis of Orientation Estimation Algorithms. - Giovanni Betta; Domenico Capriglione; Marco Carratù; Marcantonio Catelani; Lorenzo Ciani; Gabriele Patrizi; Antonio Pietrosanto; Paolo Sommella (IEEE Trans. Instrum. Meas., 2022)

A Virtual Soil Moisture Sensor for Smart Farming Using Deep Learning. - Gabriele Patrizi; Alessandro Bartolini; Lorenzo Ciani; Vincenzo Gallo; Paolo Sommella; Marco Carratù (IEEE Trans. Instrum. Meas., 2022)

Smart Water Meter. - Vincenzo Gallo; Salvatore Dello Iacono; Marco Carratù; Giuseppe Di Leo; Consolatina Liguori; Antonio Pietrosanto (IEEE DataPort, 2022)

Noise Floor Characterization in Accelerometers for Earthquake Monitoring. - Daniele Buonocore; Marco Carratù; Salvatore Dello Iacono; Vincenzo Gallo; Vincenzo Paciello (I2MTC, 2023)

An innovative method for log diameter measurements based on deep learning. - Marco Carratù; Vincenzo Gallo; Consolatina Liguori; Antonio Pietrosanto; Mattias O'Nils; Jan Lundgren (I2MTC, 2023)

Anomaly Detection on Industrial Electrical Systems using Deep Learning. - Marco Carratù; Vincenzo Gallo; Antonio Pietrosanto; Paolo Sommella; Gabriele Patrizi; Alessandro Bartolini; Lorenzo Ciani; Marcantonio Catelani; Francesco Grasso (I2MTC, 2023)

An enhanced Smart Sampling algorithm based on Deep Learning. - Marco Carratù; Salvatore Dello Iacono; Vincenzo Gallo; Vincenzo Paciello; Gustavo Monte; António Espírito-Santo 001 (I2MTC, 2023)

An experimental setup for characterization of Inertial measurement unit under dynamic conditions. - Marco Carratù; Antonio Pietrosanto; Paolo Sommella; Marcantonio Catelani; Lorenzo Ciani; Gabriele Patrizi; Roberto Singuaroli (I2MTC, 2023)

Metrological Characterization of a Clip Fastener assembly fault detection system based on Deep Learning. - Vincenzo Gallo; Irida Shallari; Marco Carratu; Mattias O'Nils (I2MTC, 2023)

The Evaluation of Uncertainty in Measurements Using Artificial Neural Network Techniques. - Marco Carratù; Vincenzo Gallo; Valter Laino; Consolatina Liguori; Vincenzo Paciello; Antonio Pietrosanto (IECON, 2023)

A Survey on Uncertainty Assessment in ANN-Based Measurements. - Marco Carratù; Vincenzo Gallo; Valter Laino; Consolatina Liguori; Antonio Pietrosanto (MetroXRAINE, 2023)

Fusion Filters between the No Motion No Integration Technique and Kalman Filter in Noise Optimization on a 6DoF Drone for Orientation Tracking. - Minh Long Hoang; Marco Carratù; Vincenzo Paciello; Antonio Pietrosanto (Sensors, 2023)

A Novel Methodology for Unsupervised Anomaly Detection in Industrial Electrical Systems. - Marco Carratù; Vincenzo Gallo; Salvatore Dello Iacono; Paolo Sommella; Alessandro Bartolini; Francesco Grasso; Lorenzo Ciani; Gabriele Patrizi (IEEE Trans. Instrum. Meas., 2023)

Smart Water Meter Based on Deep Neural Network and Undersampling for PWNC Detection. - Marco Carratù; Salvatore Dello Iacono; Giuseppe Di Leo; Vincenzo Gallo; Consolatina Liguori; Antonio Pietrosanto (IEEE Trans. Instrum. Meas., 2023)

Analysis of Inertial Measurement Units Performances Under Dynamic Conditions. - Gabriele Patrizi; Marco Carratù; Lorenzo Ciani; Paolo Sommella; Marcantonio Catelani; Antonio Pietrosanto (IEEE Trans. Instrum. Meas., 2023)

Improving Cardiac Auscultation Signal Quality by using 4-Channel Stethoscope Array. - Marianthi Adamopoulou; Meng Jiang; Chibuzo Joseph Nnonyelu; Marco Carratù; Consolatina Liguori; Jan Lundgren (I2MTC, 2024)

Including Measurement Uncertainty to Improve the Reliability of Classification ANN. - Marco Carratù; Vincenzo Gallo; Valter Laino; Consolatina Liguori; Antonio Pietrosanto (I2MTC, 2024)

Cross-Correlation Estimation in Artificial Neural Network for Uncertainty Assessment. - Marco Carratù; Vincenzo Gallo; Valter Laino; Consolatina Liguori; Antonio Pietrosanto; Jan Lundgren (I2MTC, 2024)

Design and Evaluation of a Soft Sensor for Snow Weight Measurement. - Marco Carratù; Vincenzo Gallo; Consolatina Liguori; Irida Shallari; Jan Lundgren; Mattias O'Nils (I2MTC, 2024)

Remaining Useful Life estimation for MEMS-based transducers. - Marco Carratù; Vincenzo Gallo; Paolo Sommella; Antonio Pietrosanto; Marcantonio Catelani; Lorenzo Ciani; Gabriele Patrizi (I2MTC, 2024)

Dynamic Temperature Test of Gyroscope for Automotive Applications. - Marcantonio Catelani; Lorenzo Ciani; Gabriele Patrizi; Roberto Singuaroli; Marco Carratù; Antonio Pietrosanto; Paolo Sommella (I2MTC, 2024)

Accuracy Impact of Increased Measurement Quality when using Pretrained Networks for Classification. - Jan Lundgren; Meng Jiang; Valter Laino; Vincenzo Gallo; Marco Carratù; Chibuzo Joseph Nnonyelu (I2MTC, 2024)

Improved Classification of Motorcycle Rear Stroke Suspension Sensor Faults. - Marco Carratu; Valter Laino; Antonio Pietrosanto; Paolo Sommella (INDIN, 2024)

Earthquake Magnitude Estimation with Single Seismic Station using Deep Learning. - Marco Carratù; Vincenzo Gallo; Valter Laino; Vincenzo Paciello; António Espírito-Santo 001; Irida Shallari (M&N, 2024)

Development of a Smart Sensor Framework for Predictive Maintenance. - Daniele Buonocore; Marco Carratù; Giuseppe Ciavolino; Matteo Ferro; Matteo Marino; Vincenzo Paciello (MetroInd4.0 & IoT, 2024)

Propagation of Measurement Uncertainty in IMU Orientation Tracking Algorithms. - Daniele Buonocore; Marco Carratù; Vincenzo Gallo; Valter Laino; Antonio Pietrosanto; Paolo Sommella (MetroInd4.0 & IoT, 2024)

Temperature Sensitivity Analysis of Inertial Measurement Unit Under Dynamic Conditions. - Gabriele Patrizi; Marco Carratù; Lorenzo Ciani; Paolo Sommella; Marcantonio Catelani; Antonio Pietrosanto (IEEE Trans. Instrum. Meas., 2024)

Design and Characterization of a Powered Wheelchair Autonomous Guidance System. - Vincenzo Gallo; Irida Shallari; Marco Carratù; Valter Laino; Consolatina Liguori (Sensors, 2024)

Uncertainty-Aware Data Reconstruction in Autoencoders. - Marco Carratù; Vincenzo Gallo; Valter Laino; Consolatina Liguori; Antonio Pietrosanto; Jan Lundgren (I2MTC, 2025)

Impact of Accelerated Life Testing on the Metrological Performance of Commercial MEMS Accelerometers. - Marco Carratù; Vincenzo Gallo; Valter Laino; Paolo Sommella; Antonio Pietrosanto; Lorenzo Ciani; Roberto Singuaroli; Gabriele Patrizi (I2MTC, 2025)

A Closed-form Eigenmode-based DoA Estimation using Uniform Circular Array. - Meng Jiang; Chibuzo Joseph Nnonyelu; Marco Carratù; Marianthi Adamopoulou; Göran Thungström; Jan Lundgren (I2MTC, 2025)

Signal First-Difference as Augmentation Method for CNN-Based Heart Sound Classification. - Chibuzo Joseph Nnonyelu; Meng Jiang; Vincenzo Gallo; Valter Laino; Marco Carratù; Jan Lundgren (I2MTC, 2025)

Compensation of thermal drifts on MEMS Inertial Measurement Unit using package underfilling. - Gabriele Patrizi; Marco Carratù; Karsten Meier; Paolo Sommella; Antonio Pietrosanto; Karlheinz Bock; Lorenzo Ciani (I2MTC, 2025)

From mAP to Statistical Metrics: A New Paradigm for Evaluating Model Accuracy in Metrology. - Astile Peter; Irida Shallari; Marco Carratu; Jan Lundgren (I2MTC, 2025)

Deployment of an Anomaly Detection Methodology Based on Generative Adversarial Network. - Marco Carratù; Vincenzo Gallo; Antonio Pietrosanto; Paolo Sommella (MetroAutomotive, 2025)

Robotic Tremor Simulation for Experimental Validation of Inertial Sensors in Neurodegenerative Disease Monitoring. - Giorgio de Alteriis; Rosario Schiano Lo Moriello; Gianni Cerro; Chiara Carissimo; Vincenzo Gallo; Lorenzo Coppola; Francesco de Pandi; Francesco Cirillo; Consolatina Liguori; Marco Carratù (MetroInd4.0 & IoT, 2025)

On the recognition of tremor severity in Parkinson's disease by means of inertial measurements-based ML algorithm. - Chiara Carissimo; Gianni Cerro; Sara Poce; Giorgio de Alteriis; Federico Gargiulo; Rosario Schiano Lo Moriello; Marco Carratu; Consolatina Liguori; Vincenzo Gallo (SAS, 2025)

A New Health Index for RUL Estimation of MEMS Sensors Using Dimensionality Reduction and Artificial Neural Networks. - Marco Carratù; Vincenzo Gallo; Salvatore Dello Iacono; Paolo Sommella; Lorenzo Ciani; Gabriele Patrizi (IEEE Trans. Instrum. Meas., 2025)