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Integrated phases modular fuzzy logic control with spiral dynamic optimization for stair descending in a wheelchair

机译:带有螺旋动力学优化的集成阶段模块化模糊逻辑控制,用于轮椅阶梯下降

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This paper presents a modular fuzzy logic control structure with spiral dynamic algorithms (SDAs) and their application in controlling a stair climbing wheelchair specifically in descending task. To ensure smooth and stable stair descending operation using a wheelchair without collapsing or slipping is a very challenging problem. Suitable design and control strategies need to be adopted to achieve the goal. The wheelchair system is developed using link/cluster rotation mechanism within a CAD software called Visual Nastran 4D (VN4D) and integrated with MATLAB for the ascending and descending motion control. A new spiral dynamics algorithm based fuzzy logic control is used to optimize the control parameters to improve its performance in terms of seat/tilt angle and wheels position. A comparison of heuristic (trial and error) method and SDA approach is presented in assessing the performance of the wheelchair in stair climbing operation.
机译:本文提出了一种具有螺旋动态算法(SDA)的模块化模糊逻辑控制结构,并将其应用于控制楼梯爬升轮椅的下降任务。为了确保使用轮椅时平稳,稳定的楼梯下降操作而不会塌陷或打滑是一个非常具有挑战性的问题。需要采用适当的设计和控制策略来实现该目标。轮椅系统是在称为Visual Nastran 4D(VN4D)的CAD软件中使用链接/集群旋转机制开发的,并与MATLAB集成在一起以进行上升和下降运动控制。一种新的基于螺旋动力学算法的模糊逻辑控制被用于优化控制参数,以改善座椅/倾斜角度和车轮位置方面的性能。比较了启发式(尝试和错误)方法和SDA方法在评估轮椅在爬楼梯操作中的性能时的效果。

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