Drive2Vec: Multiscale State-Space Embedding of Vehicular Sensor Data

no code implementations • 12 Jun 2018 • David Hallac, Suvrat Bhooshan, Michael Chen, Kacem Abida, Rok Sosic, Jure Leskovec

With automobiles becoming increasingly reliant on sensors to perform various driving tasks, it is important to encode the relevant CAN bus sensor data in a way that captures the general state of the vehicle in a compact form.

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