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Design and implementation of parameterized adaptive cruise control: An explicit model predictive control approach

机译:参数化自适应巡航控制的设计与实现:一种显式模型预测控制方法

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摘要

The combination of different characteristics and situation-dependent behavior cause the design of adaptive cruise control (ACC) systems to be time consuming. This paper presents a systematic approach for the design of a parameterized ACC, based on explicit model predictive control. A unique feature of the synthesized ACC is its parameterization in terms of key characteristics, which, after the parameterization, makes it easy and intuitive to tune, even for the driver. The effectiveness of the design approach is demonstrated using simulations for relevant traffic scenarios, including Stop-&-Go. On-the-road experiments show the proper functioning of the synthesized ACC.
机译:不同特征和与情况有关的行为的组合导致自适应巡航控制(ACC)系统的设计很耗时。本文提出了一种基于显式模型预测控制的设计参数化ACC的系统方法。合成ACC的一个独特功能是根据关键特性对其进行参数化,在进行参数化之后,即使对于驾驶员来说,也可以轻松,直观地进行调整。通过对包括“走走停停”等相关交通场景的仿真,证明了该设计方法的有效性。道路实验表明合成的ACC的正常功能。

著录项

  • 来源
    《Control Engineering Practice》 |2010年第8期|P.882-892|共11页
  • 作者单位

    Eindhoven University of Technology, Control Systems Technology Group, P.O. BOX 513, 5600 MB, Eindhoven, The Netherlands;

    TNO Automotive, Advanced Driver Assistance (ADA), P.O. BOX 756, Steenovenweg 1, 5708 HN, Helmond, The Netherlands;

    rnEindhoven University of Technology, Control Systems Technology Group, P.O. BOX 513, 5600 MB, Eindhoven, The Netherlands;

    Eindhoven University of Technology, Control Systems Technology Group, P.O. BOX 513, 5600 MB, Eindhoven, The Netherlands;

    Eindhoven University of Technology, Control Systems Technology Group, P.O. BOX 513, 5600 MB, Eindhoven, The Netherlands;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    adaptive cruise control; parameterization; Stop--Go; explicit model predictive control; quadratic programming;

    机译:自适应巡航控制;参数化停走走显式模型预测控制;二次编程;
  • 入库时间 2022-08-18 02:04:40

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