An adaptive cooperative adaptive cruise control against varying vehicle loads

被引:0
|
作者
Zhang, Yiming [1 ]
Hu, Jia [1 ]
Wang, Haoran [1 ]
Wu, Zhizhou [1 ]
机构
[1] Tongji Univ, Key Lab Rd & Traff Engn, Minist Educ, Shanghai 201804, Peoples R China
基金
国家重点研发计划; 中国国家自然科学基金;
关键词
CACC;
D O I
10.1109/IVWorkshops54471.2021.9669236
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, a universal CACC is proposed to accommodate the fact that vehicle load changes from time to time. The same vehicle could weigh differently when hauling a different number of passengers or moving a different amount of cargo. To achieve this, a dynamic matrix control-based approach is designed. The proposed controller is formulated in space domain to take advantage of the historical information of the leader to improve control accuracy and stability. It was evaluated on a Carsim-Prescan integrated simulation platform. Sensitivity analysis was conducted in terms of speed and vehicle load. Results confirm that the same proposed controller is able to maintain string stability while handling varying speeds and vehicle loads.
引用
收藏
页码:108 / 113
页数:6
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