Alternative Sensor System and MLP Neural Network for Vehicle Pedal Activity Estimation

Alternative Sensor System and MLP Neural Network for Vehicle Pedal Activity Estimation

It is accepted that the activity of the vehicle pedals (i.e., throttle, brake, clutch) reflects the driver’s behavior, which is at least partially related to the fuel consumption and vehicle pollutant emissions. This paper presents a solution to estimate the driver activity regardless of the type, m...

Full description

Bibliographic Details
Main Authors: Ahmed M. Wefky, Felipe Espinosa, José A. Jiménez, Enrique Santiso, José M. Rodríguez, Alfredo J. Fernández
Format: Article
Language:English
Published: MDPI AG 2010-04-01
Series:Sensors
Subjects:
brake estimator
clutch estimator
throttle estimator
pedals activity estimation
multilayer perceptron
ANN estimator
on-board sensorial system
Online Access:http://www.mdpi.com/1424-8220/10/4/3798/

Internet

http://www.mdpi.com/1424-8220/10/4/3798/

Similar Items