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Simulation Studies - Path Tracking of an Autonomous Electric Vehicle (AEV) by Using Fuzzy Information of Speed and Steering Angle

机译:仿真研究-利用速度和转向角的模糊信息跟踪自动驾驶汽车(AEV)的路径

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摘要

The development of an autonomous vehicle creates a positive impact to the environment, increase passengers safety, and road efficiency. Path tracking control is the core element in the development of an Autonomous Electric Vehicle (AEV). The path tracking is the ability of the AEV to follow the predetermined paths. Path tracking techniques utilizes the steering wheel angle in order to steer the autonomous vehicle. The experiments tend to produce a lot of error, either from the environment or from the devices itself. The performance of the designed Fuzzy controller affected by the errors. The simulation studies are more reliable in order to study the performance of the developed controller. The path tracking simulation was simulated in the LabVIEW program. The simulation uses the actual coordinate at the Institut Kemahiran Mara (IKM) Beseri. This paper focuses on path tracking simulation using fuzzy controller. The path tracking error distance was recorded along the simulation. The average for path tracking error recorded was 1.59 m. The simulation results used to enhance the performance of the Fuzzy controller in the future.
机译:自动驾驶汽车的发展对环境产生了积极影响,提高了乘客的安全性和道路效率。路径跟踪控制是无人驾驶电动汽车(AEV)开发中的核心要素。路径跟踪是AEV遵循预​​定路径的能力。路径跟踪技术利用方向盘角度来操纵自动驾驶汽车。实验往往会由于环境或设备本身而产生大量错误。设计的模糊控制器的性能受误差影响。为了研究已开发控制器的性能,仿真研究更加可靠。路径跟踪仿真是在LabVIEW程序中进行的。模拟使用Kemahiran Mara(IKM)贝塞里研究所的实际坐标。本文着重于使用模糊控制器进行路径跟踪仿真。沿仿真记录了路径跟踪误差距离。记录的路径跟踪误差的平均值为1.59 m。仿真结果用于将来提高模糊控制器的性能。

著录项

  • 来源
  • 会议地点 Kuching(MY)
  • 作者单位

    Universiti Malaysia Perlis (UniMAP), Advanced Intelligent Computing and Sustainable Research Group (AICOS), Pauh Putra Campus, Arau, Perlis, 02600, Malaysia;

    Universiti Malaysia Perlis (UniMAP), Advanced Intelligent Computing and Sustainable Research Group (AICOS), Pauh Putra Campus, Arau, Perlis, 02600, Malaysia;

    Universiti Malaysia Perlis (UniMAP), School of Mechatronic Engineering, Pauh Putra Campus, Arau, Perlis, 02600, Malaysia;

    Universiti Malaysia Perlis (UniMAP), Advanced Intelligent Computing and Sustainable Research Group (AICOS), Pauh Putra Campus, Arau, Perlis, 02600, Malaysia;

    Universiti Malaysia Perlis (UniMAP), School of Mechatronic Engineering, Pauh Putra Campus, Arau, Perlis, 02600, Malaysia;

    Faculty of Engineering Technology (FTK), Universiti Malaysia Perlis (UniMAP), Aras 1, Blok S2, Kampus UniCITI Alam, Sungai Chuchuh, Padang Besar, Perlis, 02100, Malaysia;

    Universiti Malaysia Perlis (UniMAP), Advanced Intelligent Computing and Sustainable Research Group (AICOS), Pauh Putra Campus, Arau, Perlis, 02600, Malaysia;

    Universiti Malaysia Perlis (UniMAP), School of Mechatronic Engineering, Pauh Putra Campus, Arau, Perlis, 02600, Malaysia;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Autonomous vehicles; Navigation; Wheels; Mechatronics; Reliability; Automobiles; Input variables;

    机译:自主车辆;导航;车轮;机电一体化;可靠性;汽车;输入变量;;

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