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Real-time dynamic absolute ranging with frequency scanning interferometry using a robust Monte-Carlo-based particle filter

机译:使用鲁棒蒙特卡罗基粒子滤波器的频率扫描干涉测量实时动态绝对测量

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摘要

A particle-filter-based data processing for a frequency-scanning interferometry system for dynamic long absolute ranging is presented in this paper. Because the particle filter is not restricted by linearity or noise Gaussianity requirements, the proposed system achieves high robustness and accuracy levels when tracking dynamic objects at long standoff distances. We experimentally demonstrate that the proposed system exhibits a standard deviation below 6 mu m for a quasi-static target, and superior tracking performance for a vibrating target with vibration amplitude exceeding 10 pm and frequencies of 1-5 Hz at a 15 m standoff distance. (C) 2019 Optical Society of America
机译:本文提出了一种用于动态长绝对测量的频率扫描干涉系统的基于粒子滤波器的数据处理。 因为粒子过滤器不受线性或噪声高斯度要求的限制,所以当长支座距离跟踪动态物体时,所提出的系统达到了高稳健性和准确度。 我们通过实验证明,对于准静态目标,所提出的系统表现出低于6μm的标准偏差,以及用于振动幅度超过10μm的振动目标的卓越的跟踪性能,并且在15米的距离处为1-5Hz的频率。 (c)2019年光学学会

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  • 来源
    《Applied optics》 |2019年第25期|共8页
  • 作者单位

    Xi An Jiao Tong Univ Key Lab Modern Design &

    Rotor Bearing Syst Minist Educ Xian 710049 Shaanxi Peoples R China;

    Xi An Jiao Tong Univ Key Lab Modern Design &

    Rotor Bearing Syst Minist Educ Xian 710049 Shaanxi Peoples R China;

    Xi An Jiao Tong Univ Key Lab Modern Design &

    Rotor Bearing Syst Minist Educ Xian 710049 Shaanxi Peoples R China;

    Xi An Jiao Tong Univ Key Lab Modern Design &

    Rotor Bearing Syst Minist Educ Xian 710049 Shaanxi Peoples R China;

    Xi An Jiao Tong Univ Key Lab Modern Design &

    Rotor Bearing Syst Minist Educ Xian 710049 Shaanxi Peoples R China;

    Xi An Jiao Tong Univ Key Lab Modern Design &

    Rotor Bearing Syst Minist Educ Xian 710049 Shaanxi Peoples R China;

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  • 正文语种 eng
  • 中图分类 应用;
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