Modeling of steering system of high speed intelligent vehicle by system identification

Bing Li, Ronben Wang, Youkun Zhang, Zhizhong Wang
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引用次数: 7

Abstract

Because of the complexity of the modern industrial plant, it is difficult to get the proper mathematical model of the system by using the traditional methods. This makes it difficult in designing the best system controller. According to the control circumstance, the characteristics of control plant and the control aim, choosing the proper system identification algorithm is often a good measure to resolve this kind of problem. In this paper, we choose a generalized least squares algorithm as a system identification algorithm and get the differential equation model of the autonomous navigating intelligent vehicle system (ANIVS). Using this model in the experiment, we resolve the problem of the modeling and control of the steering system of ANIVS satisfactorily.
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基于系统辨识的高速智能汽车转向系统建模
由于现代工业厂房的复杂性,用传统的方法很难得到合适的系统数学模型。这使得设计最佳的系统控制器变得困难。根据控制环境、控制对象的特点和控制目标,选择合适的系统辨识算法往往是解决这类问题的较好措施。本文选择广义最小二乘算法作为系统辨识算法,建立了自主导航智能车辆系统的微分方程模型。在实验中应用该模型,较好地解决了自动驾驶汽车转向系统的建模和控制问题。
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