TY - JOUR
T1 - Preceding vehicle optimal following control based on kinematics models for advanced driver assistant system of motor vehicles
AU - Ma, Guocheng
AU - Liu, Zhaodu
AU - Wang, Baofeng
AU - Qi, Zhiquan
N1 - Publisher Copyright:
© 2016 Journal of Mechanical Engineering.
PY - 2016/9/20
Y1 - 2016/9/20
N2 - For improving the responding characteristics of distance and velocity control in preceding vehicle following scenario of advanced driver assistant system, a kinematics model, been used in the proceeding vehicle following controller, is established based on the interrelated motion of the host and preceding vehicles. Utilizing the error model obtained from desired and actual motion of the host vehicle, optimal desired acceleration, which is the output of host vehicle's motion controller, is calculated based on the linear quadratic regulator. Accumulation of distance and velocity errors are added into the kinematics model of vehicle following so as to enable the linear quadratic regulator to function with resistance to the changing vehicle or environment parameters when using a standard model. Simulation comparison and vehicle experiments confirm that, while reducing the control time consumption, preceding vehicle optimal following control could improve the responding characteristic of distance and velocity errors and is convenient to be used in the real vehicles.
AB - For improving the responding characteristics of distance and velocity control in preceding vehicle following scenario of advanced driver assistant system, a kinematics model, been used in the proceeding vehicle following controller, is established based on the interrelated motion of the host and preceding vehicles. Utilizing the error model obtained from desired and actual motion of the host vehicle, optimal desired acceleration, which is the output of host vehicle's motion controller, is calculated based on the linear quadratic regulator. Accumulation of distance and velocity errors are added into the kinematics model of vehicle following so as to enable the linear quadratic regulator to function with resistance to the changing vehicle or environment parameters when using a standard model. Simulation comparison and vehicle experiments confirm that, while reducing the control time consumption, preceding vehicle optimal following control could improve the responding characteristic of distance and velocity errors and is convenient to be used in the real vehicles.
KW - Advanced driver assistant system
KW - Intelligent transport systems
KW - Preceding vehicle following control
KW - Vehicle longitudinal automated control
UR - http://www.scopus.com/inward/record.url?scp=84990247520&partnerID=8YFLogxK
U2 - 10.3901/JME.2016.18.118
DO - 10.3901/JME.2016.18.118
M3 - Article
AN - SCOPUS:84990247520
SN - 0577-6686
VL - 52
SP - 118
EP - 125
JO - Jixie Gongcheng Xuebao/Chinese Journal of Mechanical Engineering
JF - Jixie Gongcheng Xuebao/Chinese Journal of Mechanical Engineering
IS - 18
ER -