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Paolo Sommella
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Publications
- 2025
[j23]Marco Carratù
, Vincenzo Gallo
, Salvatore Dello Iacono
, Paolo Sommella
, Lorenzo Ciani
, Gabriele Patrizi
:
A New Health Index for RUL Estimation of MEMS Sensors Using Dimensionality Reduction and Artificial Neural Networks. IEEE Trans. Instrum. Meas. 74: 1-12 (2025)
[c46]Marco Carratù
, Vincenzo Gallo, Valter Laino, Paolo Sommella, Antonio Pietrosanto
, Lorenzo Ciani, Roberto Singuaroli, Gabriele Patrizi:
Impact of Accelerated Life Testing on the Metrological Performance of Commercial MEMS Accelerometers. I2MTC 2025: 1-6
[c45]Gabriele Patrizi, Marco Carratù
, Karsten Meier, Paolo Sommella, Antonio Pietrosanto, Karlheinz Bock
, Lorenzo Ciani:
Compensation of thermal drifts on MEMS Inertial Measurement Unit using package underfilling. I2MTC 2025: 1-6
[c44]Marco Carratù
, Vincenzo Gallo, Antonio Pietrosanto
, Paolo Sommella:
Deployment of an Anomaly Detection Methodology Based on Generative Adversarial Network. MetroAutomotive 2025: 145-150- 2024
[j21]Gabriele Patrizi
, Marco Carratù
, Lorenzo Ciani
, Paolo Sommella
, Marcantonio Catelani
, Antonio Pietrosanto
:
Temperature Sensitivity Analysis of Inertial Measurement Unit Under Dynamic Conditions. IEEE Trans. Instrum. Meas. 73: 1-9 (2024)
[c43]Marco Carratù
, Vincenzo Gallo
, Paolo Sommella, Antonio Pietrosanto
, Marcantonio Catelani, Lorenzo Ciani, Gabriele Patrizi:
Remaining Useful Life estimation for MEMS-based transducers. I2MTC 2024: 1-6
[c42]Marcantonio Catelani, Lorenzo Ciani, Gabriele Patrizi, Roberto Singuaroli, Marco Carratù
, Antonio Pietrosanto
, Paolo Sommella:
Dynamic Temperature Test of Gyroscope for Automotive Applications. I2MTC 2024: 1-6
[c41]Marco Carratu
, Valter Laino
, Antonio Pietrosanto
, Paolo Sommella:
Improved Classification of Motorcycle Rear Stroke Suspension Sensor Faults. INDIN 2024: 1-14
[c40]Daniele Buonocore, Marco Carratù
, Vincenzo Gallo
, Valter Laino
, Antonio Pietrosanto
, Paolo Sommella:
Propagation of Measurement Uncertainty in IMU Orientation Tracking Algorithms. MetroInd4.0 & IoT 2024: 65-69- 2023
[j20]Marco Carratù
, Vincenzo Gallo
, Salvatore Dello Iacono
, Paolo Sommella
, Alessandro Bartolini
, Francesco Grasso
, Lorenzo Ciani
, Gabriele Patrizi
:
A Novel Methodology for Unsupervised Anomaly Detection in Industrial Electrical Systems. IEEE Trans. Instrum. Meas. 72: 1-12 (2023)
[j19]Gabriele Patrizi
, Marco Carratù
, Lorenzo Ciani
, Paolo Sommella
, Marcantonio Catelani
, Antonio Pietrosanto
:
Analysis of Inertial Measurement Units Performances Under Dynamic Conditions. IEEE Trans. Instrum. Meas. 72: 1-13 (2023)
[c39]Marco Carratù
, Vincenzo Gallo
, Antonio Pietrosanto
, Paolo Sommella, Gabriele Patrizi, Alessandro Bartolini, Lorenzo Ciani, Marcantonio Catelani, Francesco Grasso
:
Anomaly Detection on Industrial Electrical Systems using Deep Learning. I2MTC 2023: 1-6
[c38]Marco Carratù
, Antonio Pietrosanto
, Paolo Sommella, Marcantonio Catelani, Lorenzo Ciani, Gabriele Patrizi, Roberto Singuaroli:
An experimental setup for characterization of Inertial measurement unit under dynamic conditions. I2MTC 2023: 1-6- 2022
[j18]Yali Nie
, Paolo Sommella
, Marco Carratù
, Matteo Ferro
, Mattias O'Nils
, Jan Lundgren
:
Recent Advances in Diagnosis of Skin Lesions Using Dermoscopic Images Based on Deep Learning. IEEE Access 10: 95716-95747 (2022)
[j17]Giovanni Betta
, Domenico Capriglione
, Marco Carratù
, Marcantonio Catelani
, Lorenzo Ciani
, Gabriele Patrizi
, Antonio Pietrosanto
, Paolo Sommella
:
Stress Testing for Performance Analysis of Orientation Estimation Algorithms. IEEE Trans. Instrum. Meas. 71: 1-12 (2022)
[j15]Gabriele Patrizi
, Alessandro Bartolini
, Lorenzo Ciani
, Vincenzo Gallo
, Paolo Sommella
, Marco Carratù
:
A Virtual Soil Moisture Sensor for Smart Farming Using Deep Learning. IEEE Trans. Instrum. Meas. 71: 1-11 (2022)
[c34]Yali Nie
, Marco Carratù
, Mattias O'Nils, Paolo Sommella, Moise Avoci Ugwiri, Jan Lundgren
:
Skin Cancer Classification based on Cosine Cyclical Learning Rate with Deep Learning. I2MTC 2022: 1-6
[c33]Gabriele Patrizi, Marcantonio Catelani, Lorenzo Ciani, Marco Carratù
, Antonio Pietrosanto
, Paolo Sommella, Giovanni Betta, Domenico Capriglione:
Temperature stress tests on low-cost IMU systems: Analysis and first proposal for enhancing performance. I2MTC 2022: 1-6- 2021
[j14]Domenico Capriglione
, Marco Carratù
, Marcantonio Catelani
, Lorenzo Ciani
, Gabriele Patrizi
, Antonio Pietrosanto
, Paolo Sommella
:
Experimental Analysis of Filtering Algorithms for IMU-Based Applications Under Vibrations. IEEE Trans. Instrum. Meas. 70: 1-10 (2021)
[c31]Marcantonio Catelani, Lorenzo Ciani, Gabriele Patrizi, Marco Carratù
, Antonio Pietrosanto
, Paolo Sommella, Domenico Capriglione:
Reliability and Functional Analysis of IMU systems under temperature-based stress tests. I2MTC 2021: 1-6
[c30]Yali Nie
, Matteo Ferro
, Paolo Sommella, Marco Carratù
, Sara Cacciapuoti, Giuseppe Di Leo, Jan Lundgren
, Gabriella Fabbrocini
:
Ensembling CNNs for dermoscopic analysis of suspicious skin lesions. MeMeA 2021: 1-6- 2020
[j12]Domenico Capriglione
, Marco Carratù
, Antonio Pietrosanto
, Paolo Sommella
:
Soft Sensors for Instrument Fault Accommodation in Semiactive Motorcycle Suspension Systems. IEEE Trans. Instrum. Meas. 69(5): 2367-2376 (2020)
[c29]Marco Carratù
, Matteo Ferro
, Vincenzo Paciello
, Paolo Sommella, Jan Lundgren
, Mattias O'Nils:
Wireless Sensor Network Calibration for PM10 Measurement. CIVEMSA 2020: 1-6
[c28]Domenico Capriglione, Marco Carratù
, Antonio Pietrosanto
, Paolo Sommella, Marcantonio Catelani, Lorenzo Ciani, Gabriele Patrizi, Roberto Singuaroli
, Lorenzo Signorini:
Characterization of Inertial Measurement Units under Environmental Stress Screening. I2MTC 2020: 1-6
[c27]Yali Nie
, Laura De Santis
, Marco Carratù
, Mattias O'Nils, Paolo Sommella, Jan Lundgren
:
Deep Melanoma classification with K-Fold Cross-Validation for Process optimization. MeMeA 2020: 1-6- 2019
[j9]Domenico Capriglione
, Marco Carratu
, Antonio Pietrosanto
, Paolo Sommella:
Online Fault Detection of Rear Stroke Suspension Sensor in Motorcycle. IEEE Trans. Instrum. Meas. 68(5): 1362-1372 (2019)
[c26]Domenico Capriglione
, Marco Carratù
, Antonio Pietrosanto
, Paolo Sommella:
An IFDI Scheme for Stroke Sensors in Motorcycle Semi-Active Suspension Systems. I2MTC 2019: 1-6
[c24]Marco Carratù
, Matteo Ferro
, Antonio Pietrosanto
, Paolo Sommella, Vincenzo Paciello
:
A Smart Wireless Sensor Network For PM10 Measurement. M&N 2019: 1-6
[c23]Marco Carratù
, Antonio Pietrosanto
, Paolo Sommella, Vincenzo Paciello
:
A wearable low-cost device for measurement of human exposure to transmitted vibration on motorcycle. MetroInd4.0&IoT 2019: 329-333- 2018
[c22]Domenico Capriglione
, Marco Carratu
, Antonio Pietrosanto
, Paolo Sommella:
Real-time implementation of an IFD scheme for motorcycle sensors. I2MTC 2018: 1-6
[c20]Marco Carratu
, Antonio Pietrosanto
, Paolo Sommella, Vincenzo Paciello
:
Semi-active suspension system for motorcycles: From the idea to the industrial product. I2MTC 2018: 1-6
[c17]Marco Carratu
, Antonio Pietrosanto
, Paolo Sommella, Vincenzo Paciello
:
Measuring suspension velocity from acceleration integration. INDIN 2018: 933-938
[c16]Domenico Capriglione
, Marco Carratù
, Matteo Ferro
, Antonio Pietrosanto
, Paolo Sommella
:
Estimating the Outdoor PM10 Concentration Through Wireless Sensor Network for Smart Metering. Sensors 2018: 399-404
[c15]Domenico Capriglione
, Marco Carratu
, Antonio Pietrosanto
, Paolo Sommella
:
A Virtual ANN-Based Sensor for IFD in Two-Wheeled Vehicle. Sensors 2018: 455-463- 2017
[c11]Marco Carratu
, Antonio Pietrosanto
, Paolo Sommella, Vincenzo Paciello
:
Velocity prediction from acceleration measurements in motorcycle suspensions. I2MTC 2017: 1-6

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