Model predictive control application for simplified adaptive cruise control

Ali Caglar Sonmez, Jifu Guan*, Zheng Zhang, Yan Xiong

*此作品的通讯作者

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

One of the Advanced Driver Assistance Systems (ADAS), Adaptive Cruise Control (ACC), takes over longitudinal control of the car when activated. This article analyses a simplified Adaptive Cruise Control (ACC) function using Model Predictive Control (MPC). The aim is to ensure the desired distance between a preceding target vehicle moving with constant velocity and the following host vehicle. Inputs and state variables are constrained for drivability and safety concerns. The simulations performed using MATLAB under various initial conditions validated the MPC design. The optimal selection of the prediction horizon and the effectiveness of introducing constraints are also discussed in this paper.

源语言英语
主期刊名Ninth International Symposium on Sensors, Mechatronics, and Automation System, ISSMAS 2023
编辑Lijia Pan, Zaifa Zhou
出版商SPIE
ISBN(电子版)9781510672802
DOI
出版状态已出版 - 2024
活动9th International Symposium on Sensors, Mechatronics, and Automation System, ISSMAS 2023 - Nanjing, 中国
期限: 11 8月 202313 8月 2023

出版系列

姓名Proceedings of SPIE - The International Society for Optical Engineering
12981
ISSN(印刷版)0277-786X
ISSN(电子版)1996-756X

会议

会议9th International Symposium on Sensors, Mechatronics, and Automation System, ISSMAS 2023
国家/地区中国
Nanjing
时期11/08/2313/08/23

指纹

探究 'Model predictive control application for simplified adaptive cruise control' 的科研主题。它们共同构成独一无二的指纹。

引用此