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An Improved Method for Spot Position Detection of a Laser Tracking and Positioning System Based on a Four-Quadrant Detector

机译:基于四象限探测器的激光跟踪定位系统光斑位置检测的改进方法

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摘要

For the laser tracking and positioning system of a moving target using a four-quadrant detector, the accuracy of laser spot position detection has a serious impact on the tracking performance of the system. For moving target tracking, the traditional spot position detection method of a four-quadrant detector cannot give better consideration to both detection accuracy and operation speed. In view of this, an improved method based on piecewise low-order polynomial least squares fitting and a Kalman filter is proposed. Firstly, the tracking and positioning mathematical model of the system is created, and the experimental device is established. Then, the shortcomings of traditional methods are analyzed, and the improved method and the real-time tracking and positioning algorithm of the system are studied. Finally, through the experiment, the system operation effects are compared and analyzed before and after the improvement. The experimental results of system dynamic tracking show that, the least squares fitting of the experimental data using a 5-segment and quadratic polynomial can achieve better results. By using the improved method, the maximum tracking distance of a moving object is increased from 12 m to more than 30 m. At a distance of 7.5 m, the maximum tracking speed can reach 2.11 m/s, and the root mean square error (RMSE) of the position is less than 4.59 mm. At 15.5 m, the maximum tracking speed is 2.04 m/s and the RMSE is less than 5.42 mm. Additionally, at 23.5 m, it is 1.13 m/s and 5.71 mm.
机译:对于使用四象限检测器的移动目标的激光跟踪和定位系统,激光光斑位置检测的准确性严重影响系统的跟踪性能。对于运动目标跟踪,传统的四象限检测器光斑位置检测方法不能同时兼顾检测精度和操作速度。鉴于此,提出了一种基于分段低阶多项式最小二乘拟合和卡尔曼滤波器的改进方法。首先,建立了系统的跟踪定位数学模型,并建立了实验装置。然后,分析了传统方法的不足,研究了改进方法和系统的实时跟踪定位算法。最后,通过实验,对改进前后的系统运行效果进行了比较和分析。系统动态跟踪的实验结果表明,使用5段和二次多项式对实验数据进行最小二乘拟合可以获得较好的结果。通过使用改进的方法,移动物体的最大跟踪距离从12 m增加到30 m以上。在7.5 m的距离处,最大跟踪速度可以达到2.11 m / s,并且该位置的均方根误差(RMSE)小于4.59 mm。在15.5 m时,最大跟踪速度为2.04 m / s,RMSE小于5.42 mm。另外,在23.5 m时,它是1.13 m / s和5.71 mm。

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