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Adapted Control Methods for Cerebral Palsy Users of an Intelligent Wheelchair

机译:针对智能轮椅的脑瘫使用者的自适应控制方法

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摘要

The development of an intelligent wheelchair (IW) platform that may be easily adapted to any commercial electric powered wheelchair and aid any person with special mobility needs is the main objective of this project. To be able to achieve this main objective, three distinct control methods were implemented in the IW: manual, shared and automatic. Several algorithms were developed for each of these control methods. This paper presents three of the most significant of those algorithms with emphasis on the shared control method. Experiments were performed by users suffering from cerebral palsy, using a realistic simulator, in order to validate the approach. The experiments revealed the importance of using shared (aided) controls for users with severe disabilities. The patients still felt having complete control over the wheelchair movement when using a shared control at a 50% level and thus this control type was very well accepted. Thus it may be used in intelligent wheelchairs since it is able to correct the direction in case of involuntary movements of the user but still gives him a sense of complete control over the IW movement.
机译:该项目的主要目标是开发一种智能轮椅(IW)平台,该平台可轻松适应任何商用电动轮椅并为有特殊行动需求的任何人提供帮助。为了实现这一主要目标,IW中实现了三种不同的控制方法:手动,共享和自动。针对每种控制方法都开发了几种算法。本文介绍了这些算法中最重要的三个算法,重点介绍了共享控制方法。为了验证该方法,实验人员由患有脑瘫的用户进行了仿真。实验表明,对于严重残疾的用户,使用共享(辅助)控件非常重要。当使用50%的共享控件时,患者仍然感到可以完全控制轮椅的运动,因此这种控件类型已被广泛接受。因此,它可以用于智能轮椅,因为它能够在用户非自愿运动的情况下校正方向,但仍给他以完全控制IW运动的感觉。

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