自动驾驶汽车的燃油和舒适性高效协同控制

F. Mohseni, J. Åslund, E. Frisk, L. Nielsen
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引用次数: 6

摘要

本文提出了一种自动驾驶汽车的燃油和舒适性协同控制方法,以实现不同的交通机动。该问题被表述为一个最优控制问题,其中成本函数考虑了燃油消耗和乘客舒适度,同时受安全和速度约束。最优解考虑了舒适性和燃油消耗,这是通过最小化抽搐,加速度和燃油标准来获得的。结果表明,该方法可用于控制不同交通场景下的不同车辆群。仿真结果说明了该方法的通用性和性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Fuel and comfort efficient cooperative control for autonomous vehicles
In this paper, a cooperative fuel and comfort efficient control for autonomous vehicles is presented in order to perform different traffic maneuvers. The problem is formulated as an optimal control problem in which the cost function takes into account the fuel consumption and passengers comfort, subject to safety and speed constraints. The optimal solution takes into account the comfort and fuel consumption, which is obtained by minimizing a jerk, an acceleration, and a fuel criterion. It is shown that the method can be applied to control different groups of vehicles in different traffic scenarios. Simulation results are used to illustrate the generality property and performance of the proposed approach.
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