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首页> 外文期刊>International Journal of Automotive Technology >APPLICATION OF ITERATIVE LEARNING CONTROL IN TRACKING A DUBIN'S PATH IN PARALLEL PARKING
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APPLICATION OF ITERATIVE LEARNING CONTROL IN TRACKING A DUBIN'S PATH IN PARALLEL PARKING

机译:迭代学习控制在追踪DUBIN路径的并行停车路径中的应用

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Intelligent parking assist systems will soon be available for most vehicles on the market. Many optimal parking trajectories and control strategies have been proposed for reverse parking. However, most of these require intensive computation, causing difficulties in practical use. This paper makes use of a classical path planning method to find the shortest parking path, and establishes the possibility of integrating iterative learning control (ILC) to exploit the capability of learning from experience to track the designed path. The effectiveness of the ILC structure is demonstrated by simulation and experiments. Tracking performance is shown to be much improved by using a simple learning control law.
机译:智能停车辅助系统将很快可用于市场上的大多数车辆。 已提出许多最佳停车轨迹和控制策略进行反向停车。 然而,大多数这些都需要密集的计算,在实际使用中导致困难。 本文利用经典路径规划方法来查找最短的停车路径,并建立集成迭代学习控制(ILC)来利用学习从经验来跟踪设计路径的能力的可能性。 通过模拟和实验证明了ILC结构的有效性。 通过使用简单的学习控制法,显示跟踪性能得到了很大改善。

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