Title :
Driving style estimation via inertial measurements
Author :
Manzoni, Vincenzo ; Corti, Andrea ; De Luca, Pietro ; Savaresi, Sergio M.
Author_Institution :
Dipt. di Elettron. e Inf., Politec. di Milano, Milan, Italy
Abstract :
A correct driving style can strongly affect the fuel consumption. This work proposes a method to quantify the driving style economy via inertial measurements. It presents a low-cost and vehicle-independent system for the acquisition of the variables related to the dynamics of a vehicle. Then it describes the signal processing and the algorithm which calculates the over-consumption of energy with respect to different reference profiles. Finally, experimental results show the application of the algorithm to real data gathered on public transportation means.
Keywords :
driver information systems; fuel economy; signal processing; transportation; vehicle dynamics; driving style economy; driving style estimation; fuel consumption; inertial measurements; public transportation; signal processing; vehicle dynamics; Acceleration; Cutoff frequency; Driver circuits; Estimation; Global Positioning System; Low pass filters; Vehicles;
Conference_Titel :
Intelligent Transportation Systems (ITSC), 2010 13th International IEEE Conference on
Conference_Location :
Funchal
Print_ISBN :
978-1-4244-7657-2
DOI :
10.1109/ITSC.2010.5625113