基于QR码图形特征的移动机器人定位 |
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引用本文: | 王素敏,侯爱萍,袁亮,张建杰. 基于QR码图形特征的移动机器人定位[J]. 机床与液压, 2019, 47(23): 28-31 |
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作者姓名: | 王素敏 侯爱萍 袁亮 张建杰 |
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作者单位: | 新疆大学机械工程学院,新疆乌鲁木齐,830047 |
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基金项目: | 国家自然科学基金资助项目(31460248;61662075) |
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摘 要: | 传统全局定位的方法对环境背景要求很高,因此提出基于QR码图形特征的移动机器人定位方法。基于QR码的轮廓层次结构特征,筛选六层轮廓得到位置探测图形的位置;利用3个位置探测图形位置构成三角形特征求解QR码的中心位置坐标和转向角;对定位方法进行实验验证并对实验数据进行分析。用此方法得到的位置误差不超过4 cm,转向角的误差不超过5°,具有良好的精确性。
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关 键 词: | 移动机器人 视觉定位 QR码 图像处理 |
Mobile Robot Localization Based on Graphic Features of QR Code |
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Abstract: | The traditional global positioning method has high requirements on the environment background. Therefore, a mobile robot positioning method based on Quick Response (QR) code graphic features is proposed. First, based on the contour hierarchy features of the QR code, the six-layer contour was filtered to obtain the position of the position detection pattern. Then, the center positional coordinates and the steering angle of the QR code were solved by using the three position detection pattern positions to form a triangle feature. Finally, the positioning method was verified by experiments and the experimental data was analyzed. The position error obtained by this method does not exceed 4 cm, and the error of steering angle does not exceed 5°, which has good accuracy. |
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Keywords: | Mobile robot Vision location QR code Image processing |
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