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Research on the influence of background light on the accuracy of a three-dimensional coordinate measurement system based on dual-PSD

机译:背景光对基于双PSD三维坐标测量系统精度的影响研究

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摘要

Purpose The purpose of this paper is to analyze the measurement error of a three-dimensional coordinate measurement system based on dual-position-sensitive detector (PSD) under different background light. Design/methodology/approach The mind evolutionary algorithm (MEA)-back propagation (BP) neural network is used to predict the three-dimensional coordinates of the points, and the influence of the background light on the measurement accuracy of the three-dimensional coordinates based on PSD is obtained. Findings The influence of the background light on the measurement accuracy of the system is quantitatively calculated. The background light has a significant influence on the prediction accuracy of the three-dimensional coordinate measurement system. The optical method, electrical method and photoelectric compensation method are proposed to improve the measurement accuracy. Originality/value BP neural network based on MEA is applied to the coordinate prediction of the three-dimensional coordinate measurement system based on dual-PSD, and the influence of background light on the measurement accuracy is quantitatively analyzed.
机译:目的本文的目的是分析基于不同背景灯下的双位置敏感检测器(PSD)的三维坐标测量系统的测量误差。设计/方法/方法/方法思维进化算法(MEA) - 返回传播(BP)神经网络用于预测点的三维坐标,以及背景光对三维坐标测量精度的影响基于PSD获得。发现背景光对系统测量精度的影响是数量的。背景光对三维坐标测量系统的预测精度具有显着影响。提出了光学方法,电气方法和光电补偿方法来提高测量精度。基于MEA的原始性/值BP神经网络应用于基于双PSD的三维坐标测量系统的坐标预测,并定量地分析了背景光对测量精度的影响。

著录项

  • 来源
    《Engineering Computations》 |2021年第1期|242-265|共24页
  • 作者单位

    Dalian Univ Technol Minist Educ Key Lab Precis & Nontradit Machining Technol Dalian Peoples R China;

    Dalian Univ Technol Minist Educ Key Lab Precis & Nontradit Machining Technol Dalian Peoples R China;

    Dalian Univ Technol Minist Educ Key Lab Precis & Nontradit Machining Technol Dalian Peoples R China;

    Dalian Univ Technol Minist Educ Key Lab Precis & Nontradit Machining Technol Dalian Peoples R China;

    Dalian Univ Technol Minist Educ Key Lab Precis & Nontradit Machining Technol Dalian Peoples R China;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    PSD; Background light; MEA-BP neural network; Three-dimensional coordinate measurement;

    机译:PSD;背景灯;MEA-BP神经网络;三维坐标测量;

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