LTV-MPC approach for automated vehicle path following at the limit of handling

Á Domina, V Tihanyi - Sensors, 2022 - mdpi.com
In this paper, a linear time-varying model predictive controller (LTV-MPC) is proposed for
automated vehicle path-following applications. In the field of path following, the application …

Model Predictive Controller Approach for Automated Vehicle's Path Tracking

Á Domina, V Tihanyi - Sensors, 2023 - mdpi.com
In this paper, a model predictive control (MPC) approach for controlling automated vehicle
steering during path tracking is presented. A (linear parameter-varying) LPV vehicle plant …

A variable-sampling time model predictive control algorithm for improving path-tracking performance of a vehicle

Y Choi, W Lee, J Kim, J Yoo - Sensors, 2021 - mdpi.com
This paper proposes a novel model predictive control (MPC) algorithm that increases the
path tracking performance according to the control input. The proposed algorithm reduces …

Path-tracking and lateral stabilisation for autonomous vehicles by using the steering angle envelope

Q Cui, R Ding, C Wei, B Zhou - Vehicle System Dynamics, 2021 - Taylor & Francis
In the design of a path-tracking controller for autonomous vehicles, mediating the conflicting
objectives among path-tracking, vehicle stabilisation, and low computational cost is a …

Linear time varying model based model predictive control for lateral path tracking

S Mata, A Zubizarreta, I Cabanes… - … Journal of Vehicle …, 2017 - inderscienceonline.com
This paper presents a path following application for vehicles based on a model predictive
control (MPC) approach with a linear time varying (LTV) model. The control system is …

Implementation of MPC-based path tracking for autonomous vehicles considering three vehicle dynamics models with different fidelities

S Chen, H Chen, D Negrut - Automotive Innovation, 2020 - Springer
Abstract Model predictive control (MPC) algorithm is established based on a mathematical
model of a plant to forecast the system behavior and optimize the current control move, thus …

[PDF][PDF] Path tracking control based on an adaptive MPC to changing vehicle dynamics

JM Guirguis, S Hammad, SA Maged - International Journal of …, 2022 - academia.edu
In this paper, an adaptive Model Predictive Controller (MPC) is proposed as a solution for
path tracking control problem for autonomous vehicles. The effect of feeding the MPC with a …

Design a Reliable Model Predictive Control for Path Following with Application to the Autonomous Vehicle and Considering Different Vehicle Models

B Ahmadi - 2021 - uwspace.uwaterloo.ca
Despite many advances that aim to bring autonomous cars to market, several challenges
remain to overcome before such technology is widely adopted. Among these is the need for …

MPC based path tracking control for autonomous vehicle with multi-constraints

M Chen, Y Ren - 2017 International Conference on Advanced …, 2017 - ieeexplore.ieee.org
In this paper, a nonlinear model predicted control algorithm is proposed for an autonomous
vehicle with the known road information which is described by road curvature. The single …

MPC-based trajectory tracking control for intelligent vehicles

T Ming, W Deng, S Zhang, B Zhu - 2016 - sae.org
In this paper, a model predictive control (MPC) based trajectory tracking scheme utilizing
steering wheel and braking or acceleration pedal is proposed for intelligent vehicles. The …