基于模糊逻辑的电动轮椅避障控制系统

Y. Rabhi, Lotfi Tlig, M. Mrabet, M. Sayadi
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引用次数: 3

摘要

提出了一种基于模糊逻辑的电动轮椅避障共享控制系统。在现有的电动轮椅中集成了模糊逻辑控制器,以减少在拥挤的房间中导航时发生碰撞和碰撞的风险。Arduino微控制器连接到3个超声波传感器,检测轮椅周围90°半径内障碍物的距离。它将数据发送到树莓派II微处理器,我们在其上实现了基于模糊逻辑的避障算法。模糊算法得到的数据控制轮椅的线加速度。软件在Unix平台上实现,使用4个数据集对控制器进行测试。实验结果给出了新的调整后的加速度值。
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A Fuzzy Logic based control system for Electric Wheelchair obstacle avoidance
This paper proposes a shared-control system for electric wheelchair (EWC) to avoid obstacles with a fuzzy logic (FL) based strategy. A fuzzy logic controller is integrated into an existent electric wheelchair to decrease the risk of crashes and collisions while navigating in a crowded room. An Arduino micro-controller connected to 3 ultrasonic sensors detects distances to obstacles around the wheelchair within a radius of 90◦. It sends data to a Raspberry pi II microprocessor on which we have implemented our Fuzzy logic based algorithm of obstacle avoidance. The data resulting from the fuzzy algorithm control the wheelchair’s linear acceleration.The software is implemented on the Unix Platform. 4 data sets are used to test the controller. Experimental results give us new adjusted acceleration values.
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