Driving Behavior Analysis through CAN Bus Data in an Uncontrolled Environment

no code implementations • 9 Oct 2017 • Umberto Fugiglando, Emanuele Massaro, Paolo Santi, Sebastiano Milardo, Kacem Abida, Rainer Stahlmann, Florian Netter, Carlo Ratti

Cars can nowadays record several thousands of signals through the CAN bus technology and potentially provide real-time information on the car, the driver and the surrounding environment.

Clustering General Classification

Driver Identification Using Automobile Sensor Data from a Single Turn

no code implementations • 9 Jun 2017 • David Hallac, Abhijit Sharang, Rainer Stahlmann, Andreas Lamprecht, Markus Huber, Martin Roehder, Rok Sosic, Jure Leskovec

In this paper, we propose a method to predict, from sensor data collected at a single turn, the identity of a driver out of a given set of individuals.

Driver Identification Navigate +2