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A New Safety Distance Calculation for Rear-End Collision Avoidance
被引:14
|作者:
Ro, Jin Woo
[1
]
Roop, Partha S.
[1
]
Malik, Avinash
[1
]
机构:
[1] Univ Auckland, Dept Elect & Comp Engn, Auckland 1142, New Zealand
关键词:
Safety;
Mathematical model;
Acceleration;
Collision avoidance;
Vehicle dynamics;
Delays;
Optimization;
Intelligent transportation systems;
autonomous vehicles;
vehicle safety;
algorithm design and analysis;
D O I:
10.1109/TITS.2020.2975015
中图分类号:
TU [建筑科学];
学科分类号:
0813 ;
摘要:
Rear-end collision avoidance relies on mathematical models to calculate the safety distance. Vehicle deceleration is a key parameter for the accuracy of the models. Current models, however, assume a constant deceleration during braking, which is unrealistic. This assumption results in large over-approximation / under-approximation. In this paper, we rectify this limitation by proposing a new model that accounts for realistic vehicle deceleration during braking. Simulation results show that our approach guarantees safety. Moreover, traffic flow is improved by 21.6% compared to the widely adopted the Berkeley algorithm.
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页码:1742 / 1747
页数:6
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