Publications

MARCO CARRATU' Publications


2025
Articolo in rivista
A new Health Index for RUL estimation of MEMS sensors using dimensionality reduction and Artificial Neural Networks
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT. Vol. 74. Pag.1-12
ISSN:0018-9456.
Carratu', M.; Gallo, V.; Iacono, S. D.; Sommella, P.; Ciani, L.; Patrizi, G.
Digital Object Identifier (DOI): 10.1109/TIM.2024.3502814
Codice identificativo SCOPUS: 2-s2.0-105001065825
Show it in Product Database (IRIS)
2024
Articolo in rivista
Design and Characterization of a Powered Wheelchair Autonomous Guidance System
SENSORS. Vol. 24. Pag.1-16
ISSN:1424-8220.
Gallo, V.; Shallari, I.; Carratu', M.; Laino, V.; Liguori, C.
Digital Object Identifier (DOI): 10.3390/s24051581
Codice identificativo SCOPUS: 2-s2.0-85187439866
Show it in Product Database (IRIS)
2024
Articolo in rivista
Temperature Sensitivity Analysis of Inertial Measurement Unit Under Dynamic Conditions
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT. Vol. 73. Pag.1-9
ISSN:0018-9456.
Patrizi, G.; Carratu', M.; Ciani, L.; Sommella, P.; Catelani, M.; Pietrosanto, A.
Digital Object Identifier (DOI): 10.1109/TIM.2024.3400332
Codice identificativo ISI: WOS:001236652600006
Codice identificativo SCOPUS: 2-s2.0-85193219049
Show it in Product Database (IRIS)
2023
Articolo in rivista
An IEEE21451-001 Compliant Smart Sensor for Early Earthquake Detection
IEEE OPEN JOURNAL OF INSTRUMENTATION AND MEASUREMENT. Vol. 2. Pag.1-11
ISSN:2768-7236.
Carratu', M.; Iacono, S. D.; Paciello, V.; Espirito-Santo, A.; Monte, G.
Digital Object Identifier (DOI): 10.1109/OJIM.2023.3311049
Codice identificativo ISI: WOS:001250578000001
Codice identificativo SCOPUS: 2-s2.0-85195141348
Show it in Product Database (IRIS)
2023
Articolo in rivista
A Novel Methodology for Unsupervised Anomaly Detection in Industrial Electrical Systems
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT. Vol. 72. Pag.1-12
ISSN:0018-9456.
Carratu', M.; Gallo, V.; Iacono, S. D.; Sommella, P.; Bartolini, A.; Grasso, F.; Ciani, L.; Patrizi, G.
Digital Object Identifier (DOI): 10.1109/TIM.2023.3318684
Codice identificativo ISI: WOS:001085217500010
Codice identificativo SCOPUS: 2-s2.0-85173002273
Show it in Product Database (IRIS)
2023
Articolo in rivista
A Deep CNN Transformer Hybrid Model for Skin Lesion Classification of Dermoscopic Images Using Focal Loss
DIAGNOSTICS. Vol. 13. Pag.1-18
ISSN:2075-4418.
Nie, Y.; Sommella, P.; Carratù, M.; O'Nils, M.; Lundgren, J.
Digital Object Identifier (DOI): 10.3390/diagnostics13010072
Codice identificativo ISI: WOS:000908965800001
Codice identificativo SCOPUS: 2-s2.0-85145859869
Show it in Product Database (IRIS)
2023
Articolo in rivista
Analysis of Inertial Measurement Units Performances Under Dynamic Conditions
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT. Vol. 72. Pag.1-13
ISSN:0018-9456.
Patrizi, G.; Carratu', M.; Ciani, L.; Sommella, P.; Catelani, M.; Pietrosanto, A.
Digital Object Identifier (DOI): 10.1109/TIM.2023.3284957
Codice identificativo ISI: WOS:001021556400003
Codice identificativo SCOPUS: 2-s2.0-85162720331
Show it in Product Database (IRIS)
2023
Articolo in rivista
Smart Water Meter Based on Deep Neural Network and Undersampling for PWNC Detection
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT. Vol. 72. Pag.1-11
ISSN:0018-9456.
Carratu, Marco; DELLO IACONO, Salvatore; DI LEO, Giuseppe; Gallo, Vincenzo; Liguori, Consolatina; Pietrosanto, Antonio
Digital Object Identifier (DOI): 10.1109/TIM.2023.3242018
Codice identificativo ISI: WOS:000935352600020
Codice identificativo SCOPUS: 2-s2.0-85149122653
Show it in Product Database (IRIS)
2023
Articolo in rivista
Fusion Filters between the No Motion No Integration Technique and Kalman Filter in Noise Optimization on a 6DoF Drone for Orientation Tracking
SENSORS. Vol. 23. Pag.1-15
ISSN:1424-8220.
Hoang, M. L.; Carratu, M.; Paciello, V.; Pietrosanto, A.
Digital Object Identifier (DOI): 10.3390/s23125603
Codice identificativo ISI: WOS:001015809000001
Codice identificativo SCOPUS: 2-s2.0-85164038715
Show it in Product Database (IRIS)
2023
Articolo in rivista
Vision-Based System for Measuring the Diameter of Wood Logs
IEEE OPEN JOURNAL OF INSTRUMENTATION AND MEASUREMENT. Vol. 2. Pag.1-12
ISSN:2768-7236.
Carratu', Marco; Gallo, Vincenzo; Liguori, Consolatina; Lundgren, Jan; O’Nils, Mattias; Pietrosanto, Antonio
Versione online
Digital Object Identifier (DOI): 10.1109/OJIM.2023.3264042
Codice identificativo ISI: WOS:001283040000001
Codice identificativo SCOPUS: 2-s2.0-85194377060
Show it in Product Database (IRIS)
2022
Articolo in rivista
Recent Advances in Diagnosis of Skin Lesions Using Dermoscopic Images Based on Deep Learning
IEEE ACCESS. Vol. 10. Pag.95716-95747
ISSN:2169-3536.
Nie, Yl; Sommella, P; Carratu', M; Ferro, M; O'Nils, M; Lundgren, J
Digital Object Identifier (DOI): 10.1109/ACCESS.2022.3199613
Codice identificativo ISI: WOS:000860813300001
Codice identificativo SCOPUS: 2-s2.0-85136647170
Show it in Product Database (IRIS)
2022
Articolo in rivista
Stress testing for performance analysis of orientation estimation algorithms
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT. Pag.1-1
ISSN:0018-9456.
Betta, G.; Capriglione, D.; Carratu', M.; Catelani, M.; Ciani, L.; Patrizi, G.; Pietrosanto, A.; Sommella, P.
Digital Object Identifier (DOI): 10.1109/TIM.2022.3216400
Codice identificativo ISI: WOS:000880647100028
Codice identificativo SCOPUS: 2-s2.0-85140736512
Show it in Product Database (IRIS)
2022
Articolo in rivista
A Sound Level Meter featured with automatic estimation of the measurement uncertainty
MEASUREMENT. Vol. 188. Pag.1-9
ISSN:0263-2241.
Carratu, M.; Liguori, C.; Paciello, V.; Pietrosanto, A.; Russo, D.; Sommella, P.; Lundgren, J.
Digital Object Identifier (DOI): 10.1016/j.measurement.2021.110409
Codice identificativo ISI: WOS:000742843800002
Codice identificativo SCOPUS: 2-s2.0-85119428886
Show it in Product Database (IRIS)
2022
Articolo in rivista
A Virtual Soil Moisture Sensor for Smart Farming Using Deep Learning
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT. Vol. 71. Pag.1-11
ISSN:0018-9456.
Patrizi, G; Bartolini, A; Ciani, L; Gallo, V; Sommella, P; Carratu', M
Digital Object Identifier (DOI): 10.1109/TIM.2022.3196446
Codice identificativo ISI: WOS:000843270700023
Codice identificativo SCOPUS: 2-s2.0-85135756824
Show it in Product Database (IRIS)
2021
Articolo in rivista
Performance analysis of MEMS-based inertial measurement units in terrestrial vehicles
MEASUREMENT. Vol. 186. Pag.1-9
ISSN:0263-2241.
Capriglione, D.; Carratù, M.; Catelani, M.; Ciani, L.; Patrizi, G.; Pietrosanto, A.; Singuaroli, R.; Sommella, P.
Digital Object Identifier (DOI): 10.1016/j.measurement.2021.110237
Codice identificativo ISI: WOS:000710062200004
Codice identificativo SCOPUS: 2-s2.0-85116705760
Show it in Product Database (IRIS)
2021
Articolo in rivista
Image processing technique for improving the sensitivity of mechanical register water meters to very small leaks†
SENSORS. Vol. 21. Pag.1-13
ISSN:1424-8220.
Carratu, M.; Iacono, S. D.; Di Leo, G.; Liguori, C.; Pietrosanto, A.
Digital Object Identifier (DOI): 10.3390/s21217251
Codice identificativo ISI: WOS:000718856000001
Codice identificativo SCOPUS: 2-s2.0-85118210771
Show it in Product Database (IRIS)
2021
Articolo in rivista
Benefits of enhanced techniques combining negentropy, spectral correlation and kurtogram for bearing fault diagnosis
MEASUREMENT. Vol. 185. Pag.1-9
ISSN:0263-2241.
Avoci Ugwiri, M.; Carratù, M.; Paciello, V.; Liguori, C.
Digital Object Identifier (DOI): 10.1016/j.measurement.2021.110013
Codice identificativo ISI: WOS:000705331100007
Codice identificativo SCOPUS: 2-s2.0-85113288696
Show it in Product Database (IRIS)
2021
Articolo in rivista
Sensitivity of water meters to small leakage
MEASUREMENT. Vol. 168. Pag.1-8
ISSN:0263-2241.
Pietrosanto, A.; Carratù, M.; Liguori, C.
Versione online
Digital Object Identifier (DOI): 10.1016/j.measurement.2020.108479
Codice identificativo ISI: WOS:000582271500112
Codice identificativo SCOPUS: 2-s2.0-85091979335
Show it in Product Database (IRIS)
2021
Articolo in rivista
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. Vol. 21. Pag.1-19
ISSN:1424-8220.
Hoang, M. L.; Carratù, M.; Paciello, V.; Pietrosanto, A.
Digital Object Identifier (DOI): 10.3390/s21072313
Codice identificativo ISI: WOS:000638873800001
Codice identificativo SCOPUS: 2-s2.0-85102969892
Show it in Product Database (IRIS)
2021
Articolo in rivista
Experimental Analysis of Filtering Algorithms for IMU-Based Applications under Vibrations
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT. Vol. 70. Pag.1-10
ISSN:0018-9456.
Capriglione, D.; Carratù, M.; Catelani, M.; Ciani, L.; Patrizi, G.; Pietrosanto, A.; Sommella, P.
Digital Object Identifier (DOI): 10.1109/TIM.2020.3044339
Codice identificativo ISI: WOS:000616309500020
Codice identificativo SCOPUS: 2-s2.0-85098784434
Show it in Product Database (IRIS)
2020
Articolo in rivista
Soft Sensors for Instrument Fault Accommodation in Semiactive Motorcycle Suspension Systems
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT. Vol. 69. Pag.2367-2376
ISSN:0018-9456.
Capriglione, D.; Carratu, M.; Pietrosanto, A.; Sommella, P.
Digital Object Identifier (DOI): 10.1109/TIM.2019.2963552
Codice identificativo ISI: WOS:000528560200008
Codice identificativo SCOPUS: 2-s2.0-85083179837
Show it in Product Database (IRIS)
2020
Articolo in rivista
Smart wearable devices for human exposure vibration measurements on two-wheel vehicles
ACTA IMEKO. Vol. 9. Pag.121-127
ISSN:0237-028X.
Carratù, M.; Pietrosanto, A.; Sommella, P.; Paciello, V.
Digital Object Identifier (DOI): 10.21014/acta_imeko.v9i4.727
Codice identificativo SCOPUS: 2-s2.0-85098156078
Show it in Product Database (IRIS)
2020
Articolo in rivista
Earthquake Early Detection as an IEEE1451 Transducer Network Trigger for Urban Infrastructure Monitoring and Protection
IEEE INSTRUMENTATION & MEASUREMENT MAGAZINE. Vol. 23. Pag.43-49
ISSN:1094-6969.
Carratù, M.; Espirito-Santo, A.; Monte, G.; Paciello, V.
Digital Object Identifier (DOI): 10.1109/MIM.2020.9289072
Codice identificativo ISI: WOS:000597143900008
Codice identificativo SCOPUS: 2-s2.0-85097880669
Show it in Product Database (IRIS)
2020
Articolo in rivista
Development of a test plan and a testbed for performance analysis of MEMS-based IMUs under vibration conditions
MEASUREMENT. Vol. 158. Pag.1-10
ISSN:0263-2241.
Capriglione, D.; Carratu, M.; Catelani, M.; Ciani, L.; Patrizi, G.; Singuaroli, R.; Pietrosanto, A.; Sommella, P.
Digital Object Identifier (DOI): 10.1016/j.measurement.2020.107734
Codice identificativo ISI: WOS:000524745700022
Codice identificativo SCOPUS: 2-s2.0-85082020518
Show it in Product Database (IRIS)
2019
Articolo in rivista
A low cost smart power meter for IoT
MEASUREMENT. Vol. 136. Pag.59-66
ISSN:0263-2241.
Abate, F.; Carratù, M.; Liguori, C.; Paciello, V.
Digital Object Identifier (DOI): 10.1016/j.measurement.2018.12.069
Codice identificativo ISI: WOS:000469024100007
Codice identificativo SCOPUS: 2-s2.0-85059159161
Show it in Product Database (IRIS)
2019
Articolo in rivista
Online Fault Detection of Rear Stroke Suspension Sensor in Motorcycle
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT. Vol. 68. Pag.1362-1372
ISSN:0018-9456.
Capriglione, Domenico; Carratu, Marco; Pietrosanto, Antonio; Sommella, Paolo
Digital Object Identifier (DOI): 10.1109/TIM.2019.2905945
Codice identificativo ISI: WOS:000465231600014
Codice identificativo SCOPUS: 2-s2.0-85064635909
Show it in Product Database (IRIS)
2018
Articolo in rivista
Wireless Sensor Network for Low-cost Air Quality Measurement
JOURNAL OF PHYSICS. CONFERENCE SERIES. Vol. 1065. Pag.1-5
ISSN:1742-6588.
Carratu, M.; Ferro, M.; Pietrosanto, A.; Sommella, P.
Digital Object Identifier (DOI): 10.1088/1742-6596/1065/19/192004
Codice identificativo SCOPUS: 2-s2.0-85057481964
Show it in Product Database (IRIS)
2018
Articolo in rivista
NARX ANN-based instrument fault detection in motorcycle
MEASUREMENT. Vol. 117. Pag.304-311
ISSN:0263-2241.
Capriglione, Domenico; Carratù, Marco; Pietrosanto, Antonio; Sommella, Paolo
Digital Object Identifier (DOI): 10.1016/j.measurement.2017.12.026
Codice identificativo ISI: WOS:000428716800029
Codice identificativo SCOPUS: 2-s2.0-85039147782
Show it in Product Database (IRIS)
2017
Articolo in rivista
Performance Analysis of wM-Bus Networks for Smart Metering
IEEE SENSORS JOURNAL. Vol. 17. Pag.7849-7856
ISSN:1530-437X.
Carratu, M.; Ferro, M.; Paciello, V.; Pietrosanto, A.; Sommella, P.
Versione online
Digital Object Identifier (DOI): 10.1109/JSEN.2017.2738102
Codice identificativo ISI: WOS:000415182100029
Codice identificativo SCOPUS: 2-s2.0-85035349076
Show it in Product Database (IRIS)
2017
Articolo in rivista
A soft stroke sensor for motorcycle rear suspension
MEASUREMENT. Vol. 106. Pag.46-52
ISSN:0263-2241.
Capriglione, Domenico; Carratù, Marco; Liguori, Consolatina; Paciello, Vincenzo; Sommella, Paolo
Digital Object Identifier (DOI): 10.1016/j.measurement.2017.04.011
Codice identificativo ISI: WOS:000403128800007
Codice identificativo SCOPUS: 2-s2.0-85018794867
Show it in Product Database (IRIS)
2016
Articolo in rivista
Prediction of Motorcycle Suspension Stroke through Dynamic Neural Networks
WSEAS TRANSACTIONS ON SYSTEMS AND CONTROL. Vol. 11. Pag.376-383
ISSN:1991-8763.
Capriglione, Domenico; Carratu', Marco; Liguori, Consolatina; Paciello, Vincenzo; Sommella, Paolo
Versione online
Show it in Product Database (IRIS)