A review of shared control for automated vehicles: Theory and applications

M Marcano, S Díaz, J Pérez… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
The last decade has shown an increasing interest on advanced driver assistance systems
(ADAS) based on shared control, where automation is continuously supporting the driver at …

Decision-making in driver-automation shared control: A review and perspectives

W Wang, X Na, D Cao, J Gong, J Xi… - IEEE/CAA Journal of …, 2020 - ieeexplore.ieee.org
Shared control schemes allow a human driver to work with an automated driving agent in
driver-vehicle systems while retaining the driverʼ s abilities to control. The human driver, as …

Path planning and tracking for vehicle collision avoidance based on model predictive control with multiconstraints

J Ji, A Khajepour, WW Melek… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
A path planning and tracking framework is presented to maintain a collision-free path for
autonomous vehicles. For path-planning approaches, a 3-D virtual dangerous potential field …

Parallel driving in CPSS: A unified approach for transport automation and vehicle intelligence

FY Wang, NN Zheng, D Cao… - IEEE/CAA Journal of …, 2017 - ieeexplore.ieee.org
The emerging development of connected and automated vehicles imposes a significant
challenge on current vehicle control and transportation systems. This paper proposes a …

Driving style classification using a semisupervised support vector machine

W Wang, J Xi, A Chong, L Li - IEEE Transactions on Human …, 2017 - ieeexplore.ieee.org
Supervised learning approaches are widely used for driving style classification; however,
they often require a large amount of labeled training data, which is usually scarce in a real …

Driver-automation cooperative approach for shared steering control under multiple system constraints: Design and experiments

AT Nguyen, C Sentouh… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
This paper addresses the shared lateral control between a human driver and a lane keeping
assist system of intelligent vehicles for both lane keeping and obstacle avoidance. This …

Shared control driver assistance system based on driving intention and situation assessment

M Li, H Cao, X Song, Y Huang, J Wang… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
This paper presents a shared control driver assistance system based on the driving intention
identification and situation assessment to avoid obstacles. A constrained linear-time-varying …

Game-theoretic modeling of the steering interaction between a human driver and a vehicle collision avoidance controller

X Na, DJ Cole - IEEE Transactions on Human-Machine …, 2014 - ieeexplore.ieee.org
Development of vehicle active steering collision avoidance systems calls for mathematical
models capable of predicting a human driver's response so as to reduce the cost involved in …

Shared steering torque control for lane change assistance: A stochastic game-theoretic approach

X Ji, K Yang, X Na, C Lv, Y Liu - IEEE Transactions on Industrial …, 2018 - ieeexplore.ieee.org
The challenging issue of “human-machine copilot” opens up a new frontier to enhancing
driving safety. However, driver-machine conflicts and uncertain driver/external disturbances …

Differential game theory for versatile physical human–robot interaction

Y Li, G Carboni, F Gonzalez, D Campolo… - Nature Machine …, 2019 - nature.com
The last decades have seen a surge of robots working in contact with humans. However,
until now these contact robots have made little use of the opportunities offered by physical …