TY - GEN
T1 - Integrated Path Following and Adaptive Front-Light Control of Autonomous Vehicles
T2 - 3rd IEEE Industrial Electronics Society Annual On-Line Conference, ONCON 2024
AU - Tao, Siyou
AU - Liu, Yan
AU - Zhou, Shaodong
AU - Wei, Henglai
N1 - Publisher Copyright:
© 2024 IEEE.
PY - 2024
Y1 - 2024
N2 - This paper presents a co-design framework for autonomous vehicle path following and adaptive front-light control to enhance visibility and safety, particularly during complex maneuvers. This co-design approach utilizes a model predictive control method, where combined cost functions for path tracking and front-light angle adjustments are optimized simultaneously. A preview distance, Dl, is designed to vary with vehicle speed and path curvature, providing anticipatory lighting control that minimizes blind spots and aligns with the vehicle's path-following requirements. Simulation results demonstrate the effectiveness of the proposed method in maintaining accurate path tracking while providing optimal illumination under varying driving conditions, offering an integrative solution for autonomous vehicles.
AB - This paper presents a co-design framework for autonomous vehicle path following and adaptive front-light control to enhance visibility and safety, particularly during complex maneuvers. This co-design approach utilizes a model predictive control method, where combined cost functions for path tracking and front-light angle adjustments are optimized simultaneously. A preview distance, Dl, is designed to vary with vehicle speed and path curvature, providing anticipatory lighting control that minimizes blind spots and aligns with the vehicle's path-following requirements. Simulation results demonstrate the effectiveness of the proposed method in maintaining accurate path tracking while providing optimal illumination under varying driving conditions, offering an integrative solution for autonomous vehicles.
KW - Autonomous vehicles
KW - adaptive front-light control
KW - co-design MPC
KW - path tracking
UR - https://www.scopus.com/pages/publications/105002214986
U2 - 10.1109/ONCON62778.2024.10931538
DO - 10.1109/ONCON62778.2024.10931538
M3 - 会议稿件
AN - SCOPUS:105002214986
T3 - 2024 IEEE 3rd Industrial Electronics Society Annual On-Line Conference, ONCON 2024
BT - 2024 IEEE 3rd Industrial Electronics Society Annual On-Line Conference, ONCON 2024
PB - Institute of Electrical and Electronics Engineers Inc.
Y2 - 8 December 2024 through 10 December 2024
ER -