Bayesian classifier for Route prediction with Markov chains
Jonathan P. Epperlein, Julien Monteil, et al.
ITSC 2018
One of the key ideas to make intelligent transportation systems work effectively is to deploy advanced communication and cooperative control technologies among vehicles and road infrastructures. In this spirit, we propose a consensus-based distributed speed advisory system that optimally determines a recommended common speed for a given area in order that the group emissions, or group battery consumptions, are minimized. Our algorithms achieve this in a privacy-aware manner; that is, individual vehicles do not reveal in-vehicle information to other vehicles or to infrastructure. A mobility simulator is used to illustrate the efficacy of the algorithm, and hardware-in-the-loop tests involving a real vehicle are given to illustrate user acceptability and ease of deployment.
Jonathan P. Epperlein, Julien Monteil, et al.
ITSC 2018
Wynita M. Griggs, Rodrigo Ordonez-Hurtado, et al.
IEEE T-ITS
Shaun Sweeney, Rodrigo Ordonez-Hurtado, et al.
IEEE T-ITS
Rodrigo Ordonez-Hurtado, Francesca Bonin, et al.
ICDH 2025