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Trajectory Generation Using Model Predictive Control for Automated Vehicles

机译:使用自动化车辆模型预测控制的轨迹生成

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Recently, many companies have been working on developing technologies for automated driving. For automotive companies, one of the challenges is to realize the automated driving with safety and reliability. This paper addresses a trajectory generation method using model predictive control (MPC) for the control development of the automated driving. Using the MPC, the design method of a steering control will be proposed in order to generate trajectory and develop a practical algorithm considering a product implementation. More concretely, we propose the design method of 1) online trajectory generation to maximize use of an entire road width like a skilled driver that has a significant experience in driving and 2) smooth trajectory correction whenever the vehicle slips away from an appropriate trajectory, which are useful for actual product development.
机译:最近,许多公司一直在努力开发自动驾驶的技术。 对于汽车公司来说,其中一个挑战是实现安全性和可靠性的自动化。 本文使用模型预测控制(MPC)来解决自动化驾驶的控制开发的轨迹生成方法。 使用MPC,将提出转向控制的设计方法以产生轨迹并开发考虑产品实现的实用算法。 更具体地说,我们提出了1)在线轨迹的设计方法,以最大限度地利用整个道路宽度,如熟练的驾驶员,当车辆远离适当的轨迹时,在驾驶中具有重要经验和2)平稳的轨迹校正。 对实际产品开发有用。

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