您好,欢迎来到中国测试科技资讯平台!

首页> 《中国测试》期刊 >本期导读>基于视觉和最大长度序列的旋转角度测量系统

基于视觉和最大长度序列的旋转角度测量系统

911    2022-01-21

免费

全文售价

作者:吴常铖1,2, 杨德华2, 曹青青3, 费飞2, 宋天赐2

作者单位:1. 东南大学仪器科学与工程学院,江苏 南京 210096;
2. 南京航空航天大学自动化学院,江苏 南京 211106;
3. 南京工业职业技术大学航空工程学院,江苏 南京 210023


关键词:视觉;最大长度序列;旋转角度


摘要:

针对现有基于视觉的旋转角度测量方法需要在物体旋转轴线方向放置摄像头来获取图像的问题,提出一种基于单目视觉和最大长度序列的旋转角度测量系统。该系统利用摄像头从侧面拍摄柱状旋转体周向的靶标图像实现角位移的测量。首先,该文在介绍最大长度序列的基础上详细描述基于视觉和最大长度序列的平面位移测量方法,包括图像处理、相位检测、序列检测、位移计算等部分。其次,采用双靶标构建0°~360°旋转角度测量系统,提出基于图像拉伸变换的角位移计算方法实现物体旋转角度的测量。最后,为验证系统的有效性进行标定实验及静态特性测试实验。结果表明:在0°~360°测量范围内,设计的角度测量系统非线性误差为0.027%FS,迟滞误差为0.048%FS,重复性误差为0.016%FS,总误差为0.057%FS,分辨率优于0.1°。


Rotation angle measurement system based on visual and maximum length sequence
WU Changcheng1,2, YANG Dehua2, CAO Qingqing3, FEI Fei2, SONG Tianci2
1. School of Instrument Science and Engineering, Southeast University, Nanjing 210096, China;
2. College of Automation Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing 211106, China;
3. School of Aviation Engineering, Nanjing Vocational University of Industry Technology, Nanjing 210023, China
Abstract: Aiming at the problem that vision-based rotation angle measurement method requires placing a camera in the direction of the object's axis of rotation to obtain the image, a rotation angle measurement system based on vision and maximum length sequence is proposed in this paper. The measurement of the rotation angle is realized by pasting a target on the surface of the rotation body and capturing the target's image through a camera. Firstly, based on the introduction of the maximum length sequence, the method of displacement measurement based on vision and maximum length sequence, mainly including image processing, phase detection, sequence detection, displacement calculation are described in detail. Secondly, the 0° -360° rotation angle measurement system is constructed by using dual targets, and a method of calculating angular displacement based on image stretching transformation is proposed to measure the rotation angle of objects. Finally, experiments are carried out to verify the effectiveness of the system. The experimental results show that the designed angle measurement system has a nonlinear error of 0.027%FS, a hysteresis error of 0.048%FS, a repeatability error of 0.016%FS, a comprehensive precision of 0.057%FS and a resolution better than 0.1° within the measurement range of 0° to 360°.
Keywords: visual;maximum length sequence;rotation angle
2022, 48(1):122-128  收稿日期: 2020-11-23;收到修改稿日期: 2021-02-04
基金项目: 国家自然科学基金项目(61803201,U1931126);江苏省自然科学基金项目(BK20170803);中国博士后科学基金项目(2019M661686);南京工业职业技术大学引进人才科研启动基金项目(YK18-03-05)
作者简介: 吴常铖(1987-),男,福建连城县人,副教授,博士,研究方为机器人传感与控制技术
参考文献
[1] 王阳. 基于单码道绝对位置编码的光电式轴角编码器[D]. 北京: 北京交通大学, 2007.
[2] CUI J, TAN J, WEN X, et al. Non-contact measurement of rotation angle with solo camera[C]// International Symposium on Precision Engineering Measurement & Instrumentation. International Society for Optics and Photonics, 2015.
[3] 刘浩南, 张辉, 吴成中, 等. 基于机器视觉的口杯酒瓶盖旋转角度测量方法[J]. 测控技术, 2019, 38(10): 24-29
[4] KIM H, YAMAKAWA Y, SENOO T, et al. Visual encoder: robust and precise measurement method of rotation angle via high-speed RGB vision[J]. Optics Express, 2016, 24(12): 13375
[5] 曹建安, 张乐平, 吴昊, 等. 采用倾角传感器实现空间旋转角度测量的解析方法研究[J]. 西安交通大学学报, 2013, 47(10): 109-114
[6] 白杰, 孟令军, 张慧慧. 高精度水下倾角测量系统的设计[J]. 中国测试, 2017, 43(6): 70-74
[7] 王琳玮, 邵星灵, 杨卫. 基于惯性传感器的球形机器人位姿控制系统及实验研究[J]. 中国测试, 2020, 46(3): 123-127
[8] 洪涛, 梁晓瑜, 马榕, 等. 四轴无人机姿态测量及三维模型显示系统设计[J]. 中国测试, 2020, 46(4): 109-115
[9] 周星炜, 王占斌, 袁一方, 等. 基于光纤Sagnac干涉仪的旋转角度测量系统[J]. 传感器与微系统, 2005, 24(9): 53-55
[10] WU C, CAO Q, YAN Y, et al. Designer of a multi-DOF adaptive finger for prosthetic hand[C]// International Conference on Intelligent Robotics and Applications. 2019.
[11] 刘殷. 基于接近开关的马达旋转角度及速度测量研究[J]. 仪表技术, 2020(8): 34-36
[12] 朱齐丹, 李科, 蔡成涛, 等. 采用改进的尺度不变特征变换算法计算物体旋转角度[J]. 光学精密工程, 2011, 19(7): 1669-1676
[13] 徐洪, 吴斌, 陈春梅. 基于ORB的目标识别与角度测量方法[J]. 传感器与微系统, 2019, 38(12): 143-147
[14] CHENG H, CAI C, WANG Y, et al. A high precision rotating line detection method for the rotation angle measurement based on machine vision[J]. Journal of Physics:Conference Series, 2020, 1627(1): 012016
[15] 李强, 杨德华, 费飞, 等. 基于最大长度序列的绝对位移精密检测方法[J]. 计算机测量与控制, 2017, 25(8): 32-35
[16] 杨德华, 费飞, 李开宇, 等. 一种基于视觉的位置检测编码靶标及系统: 201510201768[P]. [2015-04-24].