纯追踪法在无人平地机控制中的应用

R. Sukharev
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引用次数: 0

摘要

介绍。实现自动驾驶道路施工车辆先进系统的相关目标可以通过数学建模来实现。自动驾驶汽车运动控制系统的一个重要问题是轨迹跟踪算法的开发。最著名的轨迹跟踪方法是纯追踪方法,该方法已成功地用于控制移动机器人的运动。材料和方法。因此,确定了研究目标,即采用纯追求方法控制自动分级机。为实现研究目标,开发了带前方向盘的平地机运动数学模型,并编制了平地机运动控制系统的数学模型。此外,我们还提出了一个评价无人平地机运动控制系统效率的积分准则。对该数学模型进行了理论研究,得到了积分判据与分级机设计参数、操作参数以及控制方法参数(可见范围)的依赖关系。此外,根据所提出的效率准则,确定了不同基长、基系数和机床转速下的最佳可见范围值。在逼近所得最优值的基础上,结合自动驾驶汽车平地机的设计特点和行驶速度,对纯追击方法进行了改进,实现了对平地机的控制。所得结果可用于道路施工车辆无人控制系统原型的创建。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Pure pursuit method use to control unmanned motor grader
Introduction. A relevant objective of implementing the advanced systems of self-driving road construction vehicles can be accomplished by mathematical modelling. One of the important issues when creating a motion control system for a self-driving vehicle is to develop a trajectory following algorithm. The most well-known method of following the trajectory is a pure pursuit method, which is successfully used to control the movement of mobile robots.Materials and methods. Hence, the research objective has been defined and is to adapt the pure pursuit method to control an autonomous grader. To achieve the research objective, the task of a mathematical model of the motor grader movement with front steering wheels has been developed, and a mathematical model of the motor grader motion control system has been compiled. Besides, we propose an integral criterion to evaluate the efficiency of the motion control system of a unmanned grader. Some theoretical studies of the mathematical model have been carried out and the dependencies of the integral criterion on the design and operational parameters of the grader, as well as on the parameter of the control method (visibility range) have been obtained. Moreover, the optimal values of the visibility range for various values of the base length, base coefficient and machine speed have been defined according to the proposed efficiency criterion.Results. As a result of approximating the obtained optimal values, the pure pursuit method has been modified to control a self-driving motor grader, taking into account its design features and travel speed. The results obtained can be used to create the prototypes of unmanned control systems for road construction vehicles.
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