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January 16, 2026Sensors1 citationsOpen Access

Design and Error Calibration of a Machine Vision-Based Laser 2D Tracking System

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DLDabao LAOXWXiaojian WangTCT. Chen

Key Points

  • The study aims to develop a machine vision-based laser tracking system that improves measurement precision and reduces error through advanced calibration methods.
  • Designed a two-dimensional laser tracking system with an off-axis optical configuration.
  • Introduced a tracking head error calibration method using singular value decomposition (SVD).
  • Collected optical axis point cloud data from various components for geometric fitting.
  • Built a complete prototype system for experimental accuracy testing.
  • Achieved a relative positioning accuracy of less than 0.2 mm.
  • Demonstrated a spatial root mean square error (RMSE) of 0.189 mm at a working distance of 1.5 m.
  • Provided effective calibration solutions to enhance laser tracking system performance.

Abstract

A laser tracker is an essential tool in the field of precise geometric measurement. Its fundamental operating idea is a dual-axis rotating device that propels the laser beam to continuously align and measure the attitude of a collaborating target. Such systems provide numerous benefits, including a broad measuring range, high precision, outstanding real-time performance, and ease of use. To solve the issue of low beam recovery efficiency in typical laser trackers, this research offers a two-dimensional laser tracking system that incorporates a machine vision module. The system uses a unique off-axis optical design in which the distance measuring and laser tracking paths are independent, decreasing the system’s dependency on optical coaxiality and mechanical processing precision. A tracking head error calibration method based on singular value decomposition (SVD) is introduced, using optical axis point cloud data obtained from experiments on various components for geometric fitting. A complete prototype system was constructed and subjected to accuracy testing. Experimental results show that the proposed system achieves a relative positioning accuracy of less than 0.2 mm (spatial root mean square error (RMSE) = 0.189 mm) at the maximum working distance of 1.5 m, providing an effective solution for the design of high-precision laser tracking systems.

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Cite This Study

LAO et al. (2026) studied this question.

synapsesocial.com/papers/6969d4fd940543b977709daehttps://doi.org/10.3390/s26020570
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