Stability Control of Wheelchair System Using Interval Type-2 Fuzzy Logic Control (IT2FLC)

N. Razali, N. Abdul Ghani, N. F. Jamin, M. Masrom
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引用次数: 2

Abstract

Existing control techniques of mobile robot specifically for four to two wheeled wheelchair transformation are lack of adequate mobility, comfort and independence for their users due to highly nonlinear and complex system. This paper presents a four to two wheeled wheelchair transformation system that based on the fundamental of double-link inverted pendulum. SimWise 4D CAD software is used to model and visualize the system movement while evaluating Matlab. This CAD software is integrated with Matlab/Simulink for designing control algorithm. In this work, the controller used to perform transformation and balancing the wheelchair is IT2FLC. It shows that IT2FLC produce better result in terms of lifting and stabilizing the wheelchair in an upright position compared to previous Fuzzy Logic Type-l control.
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区间2型模糊逻辑控制(IT2FLC)对轮椅系统稳定性的控制
现有的四轮到两轮轮椅专用移动机器人控制技术由于系统高度非线性和复杂,对使用者缺乏足够的移动性、舒适性和独立性。本文提出了一种基于双连杆倒立摆原理的四轮到二轮轮椅变换系统。SimWise 4D CAD软件用于建模和可视化系统运动,同时评估Matlab。该CAD软件结合Matlab/Simulink进行控制算法设计。在这项工作中,用于对轮椅进行变换和平衡的控制器是IT2FLC。结果表明,与之前的模糊逻辑i型控制相比,IT2FLC在轮椅直立升降和稳定方面取得了更好的效果。
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