低摩擦路面自动驾驶汽车路径跟踪与车辆稳定性协调控制比较研究

IF 2.2 3区 工程技术 Q2 ENGINEERING, MECHANICAL Actuators Pub Date : 2023-10-25 DOI:10.3390/act12110398
Manbok Park, Seongjin Yim
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引用次数: 0

摘要

本文对自动驾驶汽车在低摩擦路面上的路径跟踪与车辆稳定性协调控制进行了对比研究。通常,设计在高摩擦路面上的路径跟踪控制器在低摩擦路面上不能提供良好的性能。为了解决这一问题,目前已经提出了路径跟踪和车辆稳定性之间的协调控制。本文根据控制器的结构将协调控制器分为三种类型。作为执行机构,采用前轮转向、四轮转向、四轮独立制动驱动。这些类型的控制器的一个共同特点是采用前转向和偏航力矩控制作为控制输入。为了将横摆力矩控制转化为多个作动器组合产生的轮胎力,采用了一种控制分配方法。针对每种类型,设计了一个控制器,并使用车辆仿真软件进行了仿真。根据仿真结果,对不同类型的控制器进行了性能比较。通过对比可知,这几种类型的控制器在路径跟踪方面差异不大。
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Comparative Study on Coordinated Control of Path Tracking and Vehicle Stability for Autonomous Vehicles on Low-Friction Roads
This paper presents a comparative study on coordinated control of path tracking and vehicle stability for autonomous vehicles on low-friction roads. Generally, a path-tracking controller designed on high-friction roads cannot provide good performance under low-friction conditions. To cope with the problem, a coordinated control between path tracking and vehicle stability has been proposed to date. In this paper, three types of coordinated controllers are classified according to the controller structure. As an actuator, front-wheel steering, four-wheel steering, and four-wheel independent braking and driving are adopted. A common feature of these types of controllers is that front steering and yaw moment control are adopted as control inputs. To convert the yaw moment control into tire forces generated by combinations of multiple actuators, a control allocation method is applied. For each type, a controller is designed and simulated using vehicle simulation software. From the simulation results, a performance comparison among those controller types is carried out. Through comparison, it is shown that there are small differences among those types of controllers in terms of path tracking.
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来源期刊
Actuators
Actuators Mathematics-Control and Optimization
CiteScore
3.90
自引率
15.40%
发文量
315
审稿时长
11 weeks
期刊介绍: Actuators (ISSN 2076-0825; CODEN: ACTUC3) is an international open access journal on the science and technology of actuators and control systems published quarterly online by MDPI.
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