TY - JOUR
T1 - Extended Dissipative Output-Feedback Controller for Autonomous Vehicle Path-Following With Steering Delays
AU - Lee, Yong Jun
AU - Pae, Dong Sung
AU - Choi, Hyun Duck
AU - Lim, Myo Taeg
N1 - Publisher Copyright:
© 2000-2011 IEEE.
PY - 2024
Y1 - 2024
N2 - Designing robust controllers that follow a desired trajectory against unexpected internal/external disturbances presents a major challenge in the field of autonomous driving technology. In general, robust controller designs ensuring the {H}-{infty } performance are a popular solution. However, the {H}-{infty } performance only focuses on reducing the total energy of tracking errors. Sometimes, attenuating the peak value of the tracking error can be considered of equal or more importance in terms of safe driving, although this can only be achieved through the {L}-{2}-{L}-{infty } performance. Accordingly, we propose a new controller synthesis for path-following systems in autonomous vehicles using the extended dissipativity that can consider both the maximum and total energies of the tracking error in a unified framework. In addition, autonomous vehicles usually suffer from an inevitable steering delay, which has a more adverse effect on driving stability at higher speeds. To mitigate the effect of these steering delays, we derive a new set of delay-dependent conditions for the proposed controller using the extended reciprocally convex matrix inequality. Finally, CarSim/Simulink joint-simulations under different road environments are conducted to demonstrate the effectiveness of the proposed design technique.
AB - Designing robust controllers that follow a desired trajectory against unexpected internal/external disturbances presents a major challenge in the field of autonomous driving technology. In general, robust controller designs ensuring the {H}-{infty } performance are a popular solution. However, the {H}-{infty } performance only focuses on reducing the total energy of tracking errors. Sometimes, attenuating the peak value of the tracking error can be considered of equal or more importance in terms of safe driving, although this can only be achieved through the {L}-{2}-{L}-{infty } performance. Accordingly, we propose a new controller synthesis for path-following systems in autonomous vehicles using the extended dissipativity that can consider both the maximum and total energies of the tracking error in a unified framework. In addition, autonomous vehicles usually suffer from an inevitable steering delay, which has a more adverse effect on driving stability at higher speeds. To mitigate the effect of these steering delays, we derive a new set of delay-dependent conditions for the proposed controller using the extended reciprocally convex matrix inequality. Finally, CarSim/Simulink joint-simulations under different road environments are conducted to demonstrate the effectiveness of the proposed design technique.
KW - Autonomous vehicle
KW - dynamic output feedback control
KW - extended dissipativity
KW - extended reciprocally convex matrix inequality
KW - steering delay
UR - http://www.scopus.com/inward/record.url?scp=85188933291&partnerID=8YFLogxK
U2 - 10.1109/TITS.2024.3375885
DO - 10.1109/TITS.2024.3375885
M3 - Article
AN - SCOPUS:85188933291
SN - 1524-9050
VL - 25
SP - 11143
EP - 11155
JO - IEEE Transactions on Intelligent Transportation Systems
JF - IEEE Transactions on Intelligent Transportation Systems
IS - 9
ER -