Carsickness-based design and development of a controller for autonomous vehicles to improve the comfort of occupants

混蛋 控制理论(社会学) 控制器(灌溉) 可预测性 运动病 度量(数据仓库) 计算机科学 加速度 模拟 运动(物理) 灵敏度(控制系统) 缩小 工程类 控制工程 控制(管理) 人工智能 数学 电子工程 经典力学 数据库 程序设计语言 农学 生物 统计 物理 放射科 医学
作者
Mert Sever,Namık Zengin,Ahmet Kırlı,M. Selçuk Arslan
出处
期刊:Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering [SAGE Publishing]
卷期号:235 (1): 162-176 被引量:12
标识
DOI:10.1177/0954407020943316
摘要

It is anticipated that passengers in autonomous vehicles will be more occupied with in-vehicle activities. Loss of the authority on driving and engaging in non-driving tasks could cause lower predictability of car motions. This decrease in predictability is expected to increase the sensitivity to carsickness. It appears that it is crucial to develop controllers for autonomous driving with the capability of improving passenger comfort by reducing carsickness. In this regard, it can be asked how the motion variables can be used for the minimization of a carsickness-related measure, while the vehicle is required to follow a given path. In this study, an optimal control approach is being proposed to minimize a quantitative measure of carsickness. In order to address carsickness during autonomous maneuvers, the well-known motion sickness dose value formulation in ISO 2631-1 is augmented with horizontal direction motion components to define a performance measure. The performance measure includes the motion sensed in vestibular system rather than the motion occurring in the vehicle itself. Therefore, mathematical model of the vestibular system is included in the design of controller. Effects of acceleration and jerk are included in performance measure simultaneously. Control oriented linear parameter varying vehicle model is developed to design the path following controller. By means of simulation studies in which path following control is implemented, motion sickness dose values of the controlled vehicle are examined. It is shown by a regular lane change test at various speeds that the proposed controller, which seeks the minimization of the motion sickness dose value, achieves a reduction of the acceleration and jerk felt by a passenger, while the vehicle follows the given path.
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