Real-Time Hardware-in-the-Loop Emulation of Path Tracking in Low-Cost Agricultural Robots

Ingrid J. Moreno, Dina Ouardani, D. Chaparro-Arce, A. Cárdenas
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引用次数: 1

Abstract

Reducing costs and time spent in experiments in the early development stages of vehicular technology such as off-road and agricultural semi-autonomous robots could help progress in this research area. In particular, evaluating path tracking strategies in the semi-autonomous operation of robots becomes challenging because of hardware costs, the time required for preparation and tests, and constraints associated with external aspects such as meteorological or weather conditions or limited space in research laboratories. This paper proposes a methodology for the real-time hardware-in-the-loop emulation of path tracking strategies in low-cost agricultural robots. This methodology enables the real-time validation of path tracking strategies before their implementation on the robot. To validate this, we propose implementing a path tracking strategy using only the information of motor’s angular speed and robot yaw velocity obtained from encoders and a low-cost inertial measurement unit (IMU), respectively. This paper provides a simulation with MATLAB/Simulink, hardware-in-the-loop with Qube-servo (Quanser), and experimental results with an Agribot platform to confirm its validity.
低成本农业机器人路径跟踪的实时硬件在环仿真
在车辆技术(如越野和农业半自动机器人)的早期开发阶段,减少实验成本和时间可以帮助这一研究领域取得进展。特别是,由于硬件成本、准备和测试所需的时间以及与气象或天气条件或研究实验室有限空间等外部因素相关的限制,评估机器人半自主操作中的路径跟踪策略变得具有挑战性。提出了一种低成本农业机器人路径跟踪策略的实时半实物仿真方法。该方法能够在机器人上实施路径跟踪策略之前对其进行实时验证。为了验证这一点,我们提出了一种仅使用从编码器和低成本惯性测量单元(IMU)分别获得的电机角速度和机器人偏航速度信息的路径跟踪策略。利用MATLAB/Simulink进行仿真,利用Qube-servo (Quanser)进行硬件在环仿真,并在Agribot平台上进行实验验证。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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