| 基于提升静态小波变换的风廓线雷达地杂波抑制方法 |
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| 引用本文： | 张雯雯,刘黎平,阮征,葛润生.基于提升静态小波变换的风廓线雷达地杂波抑制方法[J].中南大学学报(自然科学版),2011,42(6). |
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| 作者姓名： | 张雯雯 刘黎平 阮征 葛润生 |
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| 作者单位： | 中国气象科学研究院灾害天气国家重点实验室,北京,100081 |
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| 基金项目： | 国家高技术研究发展计划项目 |
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| 摘 要： | 针对现有的基于离散小波变换(DWT)去风廓线雷达地杂波技术中最佳分解层数与阈值不好确定，且DWT不具有平移不变性的问题，介绍静态小波变换(sWT)的提升实现方法，提出一种基于提升SWT的风廓线雷达地杂波抑制方法。这种方法通过计算各层小波系数上的2阶原点矩来确定最佳分解层数，并以最邻近地杂波频段的2个频段的平均值作为阈值。由于采用提升实现方式，其运算量相对于传统的基于DWT去地杂波的方法并没有很大的提高，且能适用于较低杂信比的情况。仿真结果验证算法的有效性。
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| 关 键 词： | 风廓线雷达 地杂波 静态小波变换 阈值 |
Removing ground clutter from wind profiler data based on lifting static wavelet transforms |
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| ZHANG Wen-wen,LIU Li-ping,RUAN Zheng,GE Run-sheng.Removing ground clutter from wind profiler data based on lifting static wavelet transforms[J].Journal of Central South University:Science and Technology,2011,42(6). |
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| Authors: | ZHANG Wen-wen LIU Li-ping RUAN Zheng GE Run-sheng |
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| Institution: | ZHANG Wen-wen,LIU Li-ping,RUAN Zheng,GE Run-sheng (National Key Laboratory of Severe Weather,Chinese Academy of Meteorological Sciences,Beijing 100081,China) |
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| Abstract: | In the existing method based on wavelet discrete wavelet transform(DWT) to removing ground clutter from wind profiler data,it is difficult to determine the best decomposition level and the threshold,and the DWT has not the characteristics of translation invariance of the wavelet coefficients.The lifting methods of static wavelet transform(SWT) was introduced firstly.And then a method to removing ground clutter from wind profiler data based on Lifting Static Wavelet Transforms was proposed.This method determ... |
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| Keywords: | wind profiler radar ground clutter static wavelet transform threshold |
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