Application of stochastic model predictive control to modeling driver steering skills

C Wang, X Zhang, K Guo, F Ma, D Chen - SAE International Journal of …, 2016 - sae.org
With the development of the advanced driver assistance system and autonomous vehicle
techniques, a precise description of the driver's steering behavior with mathematical models …

Switching-based stochastic model predictive control approach for modeling driver steering skill

T Qu, H Chen, D Cao, H Guo… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
Great advances in simulation-based vehicle system design and development of various
driver assistance systems have enhanced the research on improved modeling of driver …

Steering control of autonomous vehicles based on stochastic model predictive control

W Qiu, Q Ting, C Hong - Information and Control, 2015 - xk.sia.cn
Numerous uncertainty factors in vehicle systems adversely affect the performance of the
vehicle steering controller. To rectify this problem, we present a number of counter …

Modeling driver steering control based on stochastic model predictive control

T Qu, H Chen, Y Ji, H Guo, D Cao - 2013 IEEE International …, 2013 - ieeexplore.ieee.org
Simulation-based vehicle system design and development of various active chassis control
systems necessitate an enhanced understanding of driver-vehicle systems, in particular …

A stochastic model predictive control approach for modelling human driver steering control

T Qu, H Chen, Y Ji, H Guo, Y Xu - International journal of …, 2016 - inderscienceonline.com
The simulation-based design and development of various vehicle active safety systems
necessitate an enhanced understanding of the driver-vehicle-road system, and particular …

A new vehicle path-following strategy of the steering driver model using general predictive control method

Y Cao, J Cao, F Yu, Z Luo - Proceedings of the Institution of …, 2018 - journals.sagepub.com
In order to build an accurate and effective model, simulation of driver behavior is absolutely
essential for the development of advanced driver assistance systems and the current …

Modeling and Analyzing Individual Driver's Steering Behavior Based on Rolling Local-Path Planning Decision

X Chen, Q Yao, J Zhang - International journal of automotive technology, 2023 - Springer
A good understanding driver behavior is significant in the development of chassis control
system and autonomous vehicles. To better simulate human drivers, the driver model with …

Generalized predictive control based on vehicle path following strategy by using active steering system

Y Cao, F Yu - Advanced Vehicle Control, 2016 - taylorfrancis.com
In order to improve the path following capability of vehicles under disturbances, an active
steering system based on Generalized Predictive Controller (GPC) is proposed, of which a …

Model predictive driver model considering the steering characteristics of the skilled drivers

H Jiang, H Tian, Y Hua - Advances in Mechanical …, 2019 - journals.sagepub.com
First, the experienced drivers with good driving skills are used as objects of learning and
road steering test data of skilled drivers are collected in this article. To better simulate human …

전방향주변차량의확률적거동예측을이용한모델예측제어기법기반자율주행자동차조향제어

이준영, 이경수 - 제어로봇시스템학회논문지, 2015 - dbpia.co.kr
This paper presents a model predictive control (MPC) approach to control the steering angle
in an autonomous vehicle. In designing a highly automated driving control algorithm, one of …