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Autonomous Operation of Elevator Buttons for Multi-floor Navigation

机译:多层导航电梯按钮的自主操作

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This paper focuses on a service robot equipped with a manipulator to take the elevator autonomously. When the robot has no communication with the elevator, the robot multi-floor navigation needs to detect and operate the unknown elevator button like a human. This paper researches on the elevator button detection and the elevator button operation. First, a button detection algorithm is proposed based on stroke width transform for regions extraction, and then these regions are recognized by the convolutional neural network. Then, this paper proposes an algorithm to plan the operation pose of the manipulator based on the plane of the target button. Finally, the experiments show that the proposed algorithm can detect and operate the unknown elevator panel button.
机译:本文重点介绍配备有机械手的服务机器人自主地带电梯。当机器人没有与电梯通信时,机器人多地导航需要检测和操作人类的未知电梯按钮。本文研究了电梯按钮检测和电梯按钮操作。首先,基于区域提取的行程宽度变换提出了按钮检测算法,然后由卷积神经网络识别这些区域。然后,本文提出了一种基于目标按钮的平面来规划操纵器的操作姿势的算法。最后,实验表明,该算法可以检测和操作未知的电梯面板按钮。

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