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An Efficient Minimum-Time Trajectory Generation Strategy for Two-Track Car Vehicles

机译:两轨小车的有效最小时间轨迹生成策略

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In this paper, we propose a novel approach to compute minimum-time trajectories for a two-track car model, including tires and (quasi-static) longitudinal and lateral load transfer. Given the car model and a planar track, including lane boundaries, our goal is to find a trajectory of the car minimizing the traveling time subject to steering and tire limits. Moreover, we enforce normal force constraints to avoid wheel liftoff. Based on a projection operator nonlinear optimal control technique, we propose a minimum-time trajectory generation strategy to compute the fastest car trajectory. Numerical computations are presented on two testing scenarios, a 90° turn and a real testing track. The computations allow us to both demonstrate the efficiency and accuracy of the proposed approach and highlight important features of the minimum-time trajectories. Finally, we integrate our strategy into a commercial vehicle dynamics software, thus computing minimum-time trajectories for a complex multibody vehicle model. The matching between the predicted trajectory and the one of the commercial toolbox further highlights the effectiveness of the proposed methodology.
机译:在本文中,我们提出了一种新颖的方法来计算两轨汽车模型的最小时间轨迹,该模型包括轮胎以及(准静态)纵向和横向载荷传递。给定汽车模型和平坦的轨道(包括车道边界),我们的目标是找到一条汽车的轨迹,以最大限度地减少行驶时间(受转向和轮胎限制)。此外,我们强制执行法向力约束以避免车轮提离。基于投影算子非线性最优控制技术,我们提出了一种最小时间轨迹生成策略来计算最快的汽车轨迹。在两个测试场景中进行了数值计算,分别是90°转弯和真实的测试轨迹。这些计算使我们既可以证明所提出方法的效率和准确性,又可以突出最短时间轨迹的重要特征。最后,我们将策略整合到商用车辆动力学软件中,从而计算出复杂多体车辆模型的最小时间轨迹。预测轨迹与商业工具箱之一之间的匹配进一步突出了所提出方法的有效性。

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