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基于空域相关阈值滤波的雾气激光信号处理算法

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基于空域相关阈值滤波的雾气激光信号处理算法
New Processing Algorithm Using Spatial Correlation Threshold Filtering for Faint Laser Signal Through Foggy Media
投稿时间:2015-10-21
DOI:10.15918/j.tbit1001-0645.2017.03.007
中文关键词:空域相关阈值滤波空域相关滤波激光信号雾气
English Keywords:spatial correlation threshold filteringspatial correlation filteringlaser signalfog media
基金项目:国家自然科学基金资助项目(51208239);云南省科技计划基金资助项目(2012FD013);云南省科技计划人培项目基金资助(14118485)
作者单位
姚国仲昆明理工大学 云南省内燃机重点实验室, 云南, 昆明 650500
王正江昆明理工大学 云南省内燃机重点实验室, 云南, 昆明 650500
申立中昆明理工大学 云南省内燃机重点实验室, 云南, 昆明 650500
王贵勇昆明理工大学 云南省内燃机重点实验室, 云南, 昆明 650500
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中文摘要:
针对雾气环境下微弱激光信号特征提取困难,在研究小波空域相关滤波算法基础上,提出了小波空域相关阈值滤波方法。阐述了小波空域相关阈值滤波的思想和原理,特别研究了滤波阈值选取的方法,比较了空域相关阈值滤波与空域相关滤波的滤波效果。结果表明对雾气环境下的激光信号,空域相关阈值滤波具有最好的滤波效果。在不同雾气浓度和不同信号信噪比情况下的实验结果表明,空域相关阈值滤波能够在保持激光回波信号特征的前提下有效地抑制大部分噪声,更适于雾气环境下微弱激光回波信号处理和特征提取。
English Summary:
In order to overcome the difficulty of extracting the faint laser signal feature in foggy environment, a wavelet spatial correlation threshold filtering method was proposed based on the study of wavelet filtering algorithm. The idea and principle of the spatial correlation threshold filter were elaborated, and a method was studied particularly for filtering threshold selection. Comparing with spatial correlation filtering method, the new spatial correlation threshold filtering method shows better filtering effect for the faint laser signal in foggy environment. The experiments results in different fog density and different signal to noise ratio (SNR) show that, the spatial correlation threshold filtering can effectively rule out most of the noise and maintain weak laser signal characteristics. The spatial correlation threshold filtering method is more suitable for processing faint laser signal and feature extraction in fog media.
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