非视距定位下飞行时间提取方法的比较研究

Q3 Engineering 光电工程 Pub Date : 2021-01-15 DOI:10.12086/OEE.2021.200124
Ren Yu, Luo Yihan, Xu Shaoxiong, Ma Hao-Tong, Tan Yi
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引用次数: 0

摘要

非视距定位是一种主动检测技术,通过提取飞行时间来检测视距外物体的位置。这是近年来的研究热点。为了研究均值滤波、中值滤波和高斯滤波在提取飞行时间方面的性能差异,首先利用光度法对光子飞行模型的能量变化模型进行优化,然后对三种滤波方法的参数进行优化分析。然后,分析了这三种提取方法对最大值判断法和概率阈值加权判断法的适应性。最后,以设备位置和不可见物体位置为变量,比较了三种时间提取算法的精度和稳定性。仿真结果表明,中值滤波器适用于较窄的环境,具有较高的定位精度;采用高斯滤波器处理信号时,位置具有良好的定位稳定性,滤波参数的选择范围更广。
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A comparative study of time of flight extraction methods in non-line-of-sight location
Non-line-of-sight location is an active detection technology which is used to detect the position of objects out of sight by extracting the time of flight. It is a research hotspot in recent years. In order to study the performance differences of mean filter, median filter and Gaussian filter in extracting time of flight, firstly, the energy changing model of photon flight model is optimized by photometry, and then the parameters of the three filtering methods are optimized and analyzed. After that, the adaptability of these three extraction methods to the maximum value judgment method and probability threshold weighted judgment method is analyzed. Finally, the accuracy and stability of these three time extraction algorithms are compared by using the positions of devices and invisible object as variables. The simulation results show that the median filter is suitable for a narrow environment and it has the high accuracy in positioning; the locations with Gaussian filter have good positioning stability and there is a wider selection range of filtering parameters when the signal is processed with Gaussian filter.
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光电工程
光电工程 Engineering-Electrical and Electronic Engineering
CiteScore
2.00
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0.00%
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6622
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