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Vehicle path following control in the presence of driver inputs

机译:在有驾驶员输入的情况下进行车辆路径跟随控制

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摘要

The main contribution of this article is the development of a controller for tracking of the driver intended path of an integrated driver/vehicle system. The controller receives heading and lateral deviation errors as well as the driver input and determines a corrective steering angle and a direct yaw moment to be applied to the vehicle so that a desired path is achieved. A genetic algorithm procedure is utilized in order to adapt a set of optimized controller parameters suitable for various driving styles, road conditions and the initial errors of vehicle position and orientation. The sensitivity of driver/vehicle system response to the driver model, road and vehicle initial conditions is investigated. Computer simulations are performed to study the effectiveness of the proposed controller in different driving conditions, namely single- and double-lane changes, J-turn and other desired tracks. Simulation results demonstrated that the proposed controller was able to effectively keep the vehicle path very close to the desired path even in the presence of the driver commands.
机译:本文的主要贡献是开发了一种控制器,用于跟踪集成驾驶员/车辆系统的驾驶员预期路径。控制器接收航向和横向偏差误差以及驾驶员输入,并确定要应用于车辆的校正转向角和直接偏航力矩,以便获得所需的路径。利用遗传算法程序来适应一组优化的控制器参数,这些参数适用于各种驾驶方式,道路状况以及车辆位置和方向的初始误差。研究了驾驶员/车辆系统对驾驶员模型,道路和车辆初始条件的响应的敏感性。进行计算机仿真以研究所提出的控制器在不同驾驶条件下的有效性,所述驾驶条件是单车道和双车道变化,J形转弯和其他期望的行驶轨迹。仿真结果表明,即使存在驾驶员命令,所提出的控制器也能够有效地保持车辆路径非常接近所需路径。

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