Method of removing the outliers of Doppler frequency using wavelet transform

Guo Hua Wei*, Si Liang Wu

*此作品的通讯作者

科研成果: 期刊稿件文章同行评审

9 引用 (Scopus)

摘要

A method of removing the outliers of Doppler frequency is presented. Based on the analysis of statistical property of outliers and their distributions in the wavelet domain, different characteristics of wavelet coefficients are found between the outliers and ideal Doppler frequency. On applying threshold method to the wavelet coefficients piecewise, the outliers are successfully removed. Experimental results show the residues between the original and the cleaned data do not contain the component of Doppler frequency. Effects of the stochastic errors and outliers, have been removed and this is helpful to the successive estimation and optimization of miss distance parameters.

源语言英语
页(从-至)529-632
页数104
期刊Beijing Ligong Daxue Xuebao/Transaction of Beijing Institute of Technology
23
5
出版状态已出版 - 10月 2003

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