Novel Extension Control Instrument for Power Wheelchair Based on Kalman Filter Head Motion Detection

IF 2.2 3区 工程技术 Q2 ENGINEERING, MECHANICAL
Actuators Pub Date : 2024-04-11 DOI:10.3390/act13040141
Yixin Zhang, Zhuohang Ying, Xinyu Tian, Siyuan Jin, Junjie Huang, Yinan Miao
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Abstract

People with upper limb disabilities or high quadriplegia have extremely high requirements for the maneuverability and functionality of power wheelchairs. Normal wheelchairs cannot meet travel tasks, while smart customized wheelchairs are expensive and cannot be popularized. Therefore, a novel extension control instrument for power wheelchairs with low cost, strong scalability, and convenient usage is proposed, which can realize the control of the wheelchair by sensing a change of head posture. The device is divided into a head motion sensing unit (HMSU) and a wheelchair assistance control unit (WACU). The mapping relationship between the head attitude and the subject’s motion intention is established. The inertial measurement module in the HMSU collects the head attitude data and uses the Kalman filtering method to obtain the accurate Euler angle. The WACU is fixed on the original controller of the wheelchair. The joystick is inserted into the extended control mechanism and controlled, instead of the hand, through a 2-degree-of-freedom servo system combined with the pinion and rack push rod structure, thus controlling the movement of the wheelchair. In proceeding, the system can also detect the distance of objects in the environment in real time through the three-direction (front, left, right) ultrasonic ranging sensors installed on the WACU, with a certain obstacle avoidance function. The prototype experiments prove that the extension control instrument developed in this paper based on the Kalman filter can quickly and accurately identify head motion and accurately control the movement of the wheelchair. It is easy to operate and has strong universality, which presents a new low-cost solution for the travel of patients with disabilities.
基于卡尔曼滤波头部运动检测的新型电动轮椅伸展控制仪器
上肢残疾或高度四肢瘫痪的人对电动轮椅的操控性和功能性有着极高的要求。普通轮椅无法满足出行任务,而智能定制轮椅价格昂贵,无法普及。因此,我们提出了一种成本低、扩展性强、使用方便的新型电动轮椅扩展控制装置,它可以通过感知头部姿势的变化来实现对轮椅的控制。该装置分为头部运动传感单元(HMSU)和轮椅辅助控制单元(WACU)。头部姿态与受试者的运动意图之间建立了映射关系。头部运动传感单元中的惯性测量模块收集头部姿态数据,并使用卡尔曼滤波法获得精确的欧拉角。WACU 固定在轮椅的原始控制器上。将操纵杆插入扩展控制机构,通过与小齿轮和齿条推杆结构相结合的 2 自由度伺服系统代替手进行控制,从而控制轮椅的移动。此外,该系统还能通过安装在轮椅上的三方向(前、左、右)超声波测距传感器实时检测环境中物体的距离,具有一定的避障功能。原型实验证明,本文开发的基于卡尔曼滤波器的扩展控制仪能够快速准确地识别头部运动,准确控制轮椅的运动。它操作简单,通用性强,为残疾患者的出行提供了一种新的低成本解决方案。
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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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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