Control of connected and automated vehicles: State of the art and future challenges

J Guanetti, Y Kim, F Borrelli - Annual reviews in control, 2018 - Elsevier
Autonomous driving technology pledges safety, convenience, and energy efficiency. Its
challenges include the unknown intentions of other road users: communication between …

Review and performance evaluation of path tracking controllers of autonomous vehicles

M Rokonuzzaman, N Mohajer… - IET Intelligent …, 2021 - Wiley Online Library
Abstract Autonomous Vehicles (AVs) have shown indelible and revolutionary effects on
accident reduction and more efficient use of travel time, with outstanding socio‐economic …

Minimum curvature trajectory planning and control for an autonomous race car

A Heilmeier, A Wischnewski… - Vehicle System …, 2020 - Taylor & Francis
This paper shows a software stack capable of planning a minimum curvature trajectory for
an autonomous race car on the basis of an occupancy grid map and introduces a controller …

Lateral vehicle trajectory optimization using constrained linear time-varying MPC

B Gutjahr, L Gröll, M Werling - IEEE Transactions on Intelligent …, 2016 - ieeexplore.ieee.org
In this paper, a trajectory optimization algorithm is proposed, which formulates the lateral
vehicle guidance task along a reference curve as a constrained optimal control problem …

Robust tube-based model predictive control for lateral path tracking

S Mata, A Zubizarreta, C Pinto - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
This paper presents a path following application for vehicles based on a simple linear and
time invariant single-track model, which is calculated based on a constant nominal …

Spatial-based predictive control and geometric corridor planning for adaptive cruise control coupled with obstacle avoidance

MG Plessen, D Bernardini, H Esen… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
This paper presents an integrated control approach for autonomous driving comprising a
corridor path planner that determines constraints on vehicle position, and a linear time …

Comparative study of autonomous path-following vehicle control via model predictive control and linear quadratic control

F Yakub, Y Mori - … of the Institution of Mechanical Engineers …, 2015 - journals.sagepub.com
This paper describes a comparative study of steering and yaw moment control manoeuvres
in the model predictive control and linear quadratic control approaches for path-following …

Model predictive control strategy for smooth path tracking of autonomous vehicles with steering actuator dynamics

E Kim, J Kim, M Sunwoo - International Journal of Automotive Technology, 2014 - Springer
Path tracking control is one of the most important functions for autonomous driving. In path
tracking control, high accuracy and smooth tracking are required for safe and comfort …

Model predictive control with learned vehicle dynamics for autonomous vehicle path tracking

M Rokonuzzaman, N Mohajer, S Nahavandi… - IEEE …, 2021 - ieeexplore.ieee.org
Model Predictive Controller (MPC) is a capable technique for designing Path Tracking
Controller (PTC) of Autonomous Vehicles (AVs). The performance of MPC can be …

Adaptive EKF-based vehicle state estimation with online assessment of local observability

A Katriniok, D Abel - IEEE Transactions on Control Systems …, 2015 - ieeexplore.ieee.org
In this paper, an extended Kalman filter-based estimator adopting a dynamic vehicle model
for determining the vehicle's longitudinal and lateral velocity as well as the yaw rate is …