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提升小波变换的部分残差相位模拟与去除 被引量:2

Part of residual phase simulation and purify based on the lifting wavelet transform method
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摘要 为了修正轨道残留误差和大气误差的线性趋势项部分,有效改善解缠相位图的质量,该文根据小波变换可以实现分频这一重要特征,将其引入到合成孔径雷达干涉测量(InSAR)技术相位分离中;利用提升机制二维小波变换方法将解缠后的残余相位进行分解,并将低频部分在小波域内进行提取并估计修正,继而将纠正后的低频相位与高频相位进行重组。结果表明:针对解缠相位轨道残留误差和大气残留误差的线性趋势项部分,可以采用提升二维小波变换方法进行模拟和修正,该方法可以去除大量残差点,有效改善解缠相位图的质量。 To correct linear trend part of orbit residual error and atmospheric error,effectively improve quality of phase diagram,the wavelet transform was introduced into the interferometric synthetic aperture radar(InSAR)phase separation technique in this paper,for it can realize frequency division.The unwrapping residual phase was decomposed by the method of lifting wavelet transform,low-frequency phase in the wavelet domain was extracted and corrected.Finally corrected low-frequency phase and high frequency phase was reconstructed.The results showed that:linear trend part in orbit residual error and atmospheric residual error of unwrapping phase could be effectively estimated and corrected by the lifting wavelet transform method,large residual points were removed and the quality of unwrapping phase diagram was improved.
作者 王延霞 曹传龙 李鹏 李德亮 WANG Yanxia;CAO Chuanlong;LI Peng;LI Deliang(School of Geographical Information and Tourism,Chuzhou University,Chuzhou,Anhui 239000,China;Key Lab of Virtual Geographic Environment(Nanjing Normal University),Ministry of Education,Nanjing 210046,China)
出处 《测绘科学》 CSCD 北大核心 2019年第10期165-171,共7页 Science of Surveying and Mapping
基金 2018年度安徽高校自然科学研究重点项目(KJ2018A0422,KJ2018A0425) 2015年虚拟地理环境教育部重点实验室开放基金资助项目(2015VGE01)
关键词 时序InSAR 提升小波 残余相位 相位分离 time series InSAR lifting wavelet residual phase phase separation
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