Simone Gelmini

According to our database, Simone Gelmini authored at least 15 papers between 2017 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

A Data-Driven, Vehicle-Independent Usage Monitoring System for Shared Fleets: Assessing Vertical and Longitudinal Wear.

Simone Gelmini, Marco Centurioni, Nicola Pivaro, Silvia Carla Strada, Mara Tanelli, Sergio M. Savaresi

IEEE Veh. Technol. Mag., 2022

2021

A Novel Crash Detection Algorithm for Two-Wheeled Vehicles.

Simone Gelmini, Silvia Carla Strada, Mara Tanelli, Sergio M. Savaresi, Claudio De Tommasi

IEEE Trans. Intell. Veh., 2021

Online Assessment of Driving Riskiness via Smartphone-Based Inertial Measurements.

Simone Gelmini, Silvia Carla Strada, Mara Tanelli, Sergio M. Savaresi, Vincenzo Biase

IEEE Trans. Intell. Transp. Syst., 2021

2020

Accident prevention, detection, and early response: Using machine learning and data analysis to improve driver and pedestrian safety.

Simone Gelmini

PhD thesis, 2020

<i>fierClass</i>: A multi-signal, cepstrum-based, time series classifier.

Simone Gelmini, Simone Formentin, Silvia Carla Strada, Mara Tanelli, Sergio M. Savaresi

Eng. Appl. Artif. Intell., 2020

Vehicle Vertical Wearing Index (V² WI): active monitoring of wearing and aging of vertical-dynamics components in four-wheeled vehicles.

Simone Gelmini, Marco Centurioni, Nicola Pivaro, Silvia Carla Strada, Mara Tanelli, Sergio M. Savaresi

Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

2019

Analysis and development of an automatic eCall for motorcycles: a one-class cepstrum approach.

Simone Gelmini, Giulio Panzani, Sergio M. Savaresi

Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

Head-up Displays for Augmented Reality Applications in Racing Vehicles: a Feasibility Study.

Matteo Corno, Luca Franceschetti, Simone Gelmini, Sergio M. Savaresi

Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

Automatic driver phone hand-usage detection: A cepstrum-based approach.

Simone Gelmini, Simone Formentin, Silvia Carla Strada, Mara Tanelli, Sergio M. Savaresi

Proceedings of the 17th European Control Conference, 2019

2018

Analysis and development of a novel algorithm for the in-vehicle hand-usage of a smartphone.

Simone Gelmini, Silvia Carla Strada, Mara Tanelli, Sergio M. Savaresi

CoRR, 2018

Analysis and Development of a Novel Algorithm for the In-vehicle Hand-Usage of a Smartphone.

Simone Gelmini, Silvia Carla Strada, Mara Tanelli, Sergio M. Savaresi, Vincenzo Biase

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Comparison of consumption and CO2emissions between diesel and fully-electric powertrains for a heavy-duty truck.

Simone Gelmini, Sergio M. Savaresi

Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Self-calibration algorithm for an IMU in two-wheeled vehicles: design and experimental validation.

Simone Gelmini, Majda Fouka, Silvia Carla Strada, Mara Tanelli, Sergio M. Savaresi, Claudio De Tommasi

Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Analysis and Development of an Automatic eCal1 Algorithm for Wearable Devices.

Simone Gelmini, Silvia Carla Strada, Mara Tanelli, Sergio M. Savaresi, Alessandro Guzzon

Proceedings of the IEEE Conference on Control Technology and Applications, 2018

2017

Development and experimental validation of a Dual Extended Kalman Filter for three way catalytic converter.

Simone Gelmini, Stefano Sabatini, Mark A. Hoffman, Simona Onori

Proceedings of the 2017 American Control Conference, 2017