1544814

file

Visible to the public Adaptive Intelligence for Cyber-Physical Automotive Active Safety- System Design and Evaluation

Submitted by tsiotras on Mon, 10/31/2016 - 5:41pm. Contributors:

Objective: The objective of this project is to improve the performance and current capabilities of automotive active safety control systems by taking into account the interactions between the driver, the vehicle, the active safety system and the environment. The current approach in the design of automotive active safety systems follows the philosophy "one size fits all," in the sense that active safety systems are the same for all vehicles and do not take into account the skills, habits and state of the human driver who may operate the vehicle.

file

Visible to the public Adaptive Intelligence for Cyber-­Physical Automotive Active Safety System Design and Evaluation

Submitted by tsiotras on Mon, 02/01/2016 - 4:37am. Contributors:

Abstract:

In order to improve the current capabilities of automotive active safety control systems (ASCS) one needs to take into account the interactions between driver/vehicle/ASCS/environment. To achieve this goal, this research will infer longterm and short-term driver behavior via the use of Bayesian networks and neuromorphic algorithms to estimate the driver's skills and current state of attention from eye movement data, together with dynamic motion cues obtained from steering and pedal inputs.