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基于图像识别的角度传感器设计

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为了解决传统光电编码器编码复杂、结构复杂的问题,提出了一种基于图像识别的角度传感器.通过最小二乘圆拟合曲线算法求得光斑的中心点坐标,以该坐标点作为光斑的中心点位置,光斑随着旋转轴运行一周后得到一个虚椭圆,通过计算光斑的运动轨迹来求得虚椭圆的中心坐标,进而计算出光斑中心点坐标与输出角度之间的关系.利用霍尔角度传感器的角度作为基准值来检验本文设计的测量精度.实验结果表明:基于图像识别的光电角度传感器的平均非线性误差为8.52%,测量精度达到了2.624°.
Design of angle sensor based on image recognition
In order to solve the problem of complex coding and complex structure of traditional optical encoders,an angle sensor based on image recognition is proposed.The center point coordinates of the spot are obtained by the least squares circle fitting curve algorithm,and the coordinate point is used as the center point position of the spot,and a virtual ellipse is obtained after the spot rotates a circle with the rotation axis and the center coordinate of the virtual ellipse is obtained by calculating the motion trajectory of the spot,and then the relationship between the coordinates of the spot center point and the output angle is calculated.The angle of the Hall angle sensor is used as a reference value to verify the measurement precision of this design.Experimental result shows that the mean nonlinear error of photoelectric angle sensor based on image recognition is 8.52%,and the measurement precision reaches 2.624°.

image recognitionangle sensorleast squarespot coordinates

顾庆传、张靖、周丽、李鑫、朱豪、张鹏坤

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昭通学院物理与信息工程学院,云南昭通 657000

图像识别 角度传感器 最小二乘法 光斑坐标

云南省科技计划资助项目

202001AP070046

2024

传感器与微系统
中国电子科技集团公司第四十九研究所

传感器与微系统

CSTPCD北大核心
影响因子:0.61
ISSN:1000-9787
年,卷(期):2024.43(2)
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