J4 ›› 2010, Vol. 37 ›› Issue (2): 248-253+259.doi: 10.3969/j.issn.1001-2400.2010.02.012

• 研究论文 • 上一篇    下一篇

自适应的改进Goldstein干涉相位图滤波算法

严卫东1,2;倪维平2;赵亦工1;芦颖2;吴俊政2
  

  1. (1. 西安电子科技大学 电子工程学院,陕西 西安  710071;
    2. 西北核技术研究所,陕西 西安  710024)
  • 收稿日期:2008-12-19 出版日期:2010-04-20 发布日期:2010-06-03
  • 通讯作者: 严卫东
  • 作者简介:严卫东(1967-),男,副研究员,博士,E-mail: yanwdxan@sina.com.
  • 基金资助:

    国家部委科技预研资助项目(413300501,513310103)

Auto-adaptive filtering of the InSAR interferometic phase based on the modification Goldstein algorithm

YAN Wei-dong1,2;NI Wei-ping2;ZHAO Yi-gong1;LU Ying2;WU Jun-zheng2   

  1. (1. School of Electronic Engineering, Xidian Univ., Xi'an  710071, China;
    2. Northwest Institute of Nuclear Technology, Xi'an  710024, China)
  • Received:2008-12-19 Online:2010-04-20 Published:2010-06-03
  • Contact: YAN Wei-dong

摘要:

在Goldstein的合成孔径雷达干涉测量干涉相位图滤波算法基础上,构造了一种自适应的域加权系数来取代原先人工设定的经验值,并以局部相干系数计算其幂指数,解决了原算法在面对复杂干涉条纹图时,由于均采用一致性处理而导致的过滤波和欠滤波问题.仿真数据和实际ERS数据处理结果表明,改进算法在显著降低干涉相位噪声的同时,也很好地保持了相位分辨率.

关键词: 遥感, 自适应滤波, Goldstein算法, SAR干涉测量, 频域加权函数

Abstract:

Based on the Goldstein algorithm for InSAR interferometic phase filtering, an auto-adaptive spectrum weight function is constructed in place of the original fixed value ascertained artificially, and its exponential power parameter is calculated by the local coherence. Over filtering and under filtering problems are solved when processing the complex interferometric stripes caused by the uniform filtering. Experimental results from simulated data and ERS data indicate the validity of the modification algorithm, with good denoising effect and nice preserving of the phase resolution.

Key words: remote sensing, auto-adaptive filtering, Goldstein algorithm, interferometic synthetic aperture radar, spectrum weight function