过程(计算)
模拟退火
最优分配
计算机科学
领域(数学分析)
国家(计算机科学)
时域
时间分配
工程类
数学优化
算法
社会科学
操作系统
数学
数学分析
社会学
计算机视觉
作者
Ziyu Zhang,Chunyan Wang,Wanzhong Zhao,Can Xu,Guoping Chen
出处
期刊:IEEE Transactions on Intelligent Transportation Systems
[Institute of Electrical and Electronics Engineers]
日期:2021-08-03
卷期号:23 (7): 8528-8543
被引量:2
标识
DOI:10.1109/tits.2021.3083550
摘要
In the switching process of driving authority for man-machine cooperative driving, it should be ensured that the driver can take over the vehicle safely, stably and efficiently. This paper proposes a driving authority allocation strategy based on real-time allocation domain (RAD), which mainly includes the establishment of RAD and the dynamic optimization. The RAD is a comprehensive dynamic allocation internal, whose range is determined by the corresponding allocation values of driver’s cognitive state, driver’s muscle state and environment state. The dynamic optimization is to search for the optimal driving authority in RAD at any time, and its optimization objectives and constraints all contain time-varying parameters. This work proposes an improved simulated annealing algorithm to solve this problem. Simulation results show that the proposed driving authority allocation strategy can effectively allocate the driving authority according to the current condition and driver’s state, and ensure the safety, stability and efficiency of the take-over process.
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