Improved weighted least-squares phase unwrapping method for interferometric SAR processing

被引:3
|
作者
Hui, Yu [1 ]
Wang Wenying [1 ]
Long, Zhuang [1 ]
Lei Wanming [1 ]
Xin, Nie [1 ]
Pin, Li [1 ]
机构
[1] Nanjing Res Inst Elect Technol, Nanjing, Jiangsu, Peoples R China
来源
JOURNAL OF ENGINEERING-JOE | 2019年 / 2019卷 / 20期
关键词
D O I
10.1049/joe.2019.0373
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Based on the study of existed least-squares and weighted least-squares phase unwrapping methods, an improved weighted least-squares algorithm based on unwrapping phase error compensation is proposed. First, the conventional weighted least-squares method is used to get the initial result of phase unwrapping. Then the unwrapping result is optimised by iterative compensation of phase unwrapping error. In addition, for the reasonable selection of the times of iteration, an iterative mechanism is designed to avoid the redundant or insufficient compensation caused by too many iterative times and too few. Compared with the traditional weighted least-square method, by using the proposed method, the global influence of phase noise is constrained by weighted processing, and meanwhile, the accuracy of phase unwrapping is greatly improved by iterative error compensation. The simulation results confirm the superiority of the proposed method.
引用
收藏
页码:6471 / 6474
页数:4
相关论文
共 50 条
  • [41] Improved Frequency Estimation Algorithm by Least Squares Phase Unwrapping
    Shen Zhou
    Zhang Shancong
    Circuits, Systems, and Signal Processing, 2018, 37 : 5680 - 5687
  • [42] Weighted Least-Squares PARSIM
    He, Jiabao
    Rojas, Cristian R.
    Hjalmarsson, Hakan
    IFAC PAPERSONLINE, 2024, 58 (15): : 330 - 335
  • [43] NONOPTIMALLY WEIGHTED LEAST-SQUARES
    BLOCH, DA
    MOSES, LE
    AMERICAN STATISTICIAN, 1988, 42 (01): : 50 - 53
  • [44] APPLICATION OF LEAST-SQUARES METHOD IN PROCESSING PROFILOGRAMS
    GIRSHFEL.LZ
    MEASUREMENT TECHNIQUES, 1973, 16 (02) : 294 - 297
  • [45] Comparison of weighted least-squares phase unwrapping algorithms in noise resistance, discontinuity characteristics, convergence speed, and accuracy
    Cheng, Weizhe
    Cheng, Haobo
    Wen, Yongfu
    Feng, Yunpeng
    OPTICAL ENGINEERING, 2022, 61 (07)
  • [46] ON THE WEIGHTED LEAST-SQUARES METHOD FOR FITTING A SEMIVARIOGRAM MODEL
    ZHANG, XF
    VANEIJKEREN, JCH
    HEEMINK, AW
    COMPUTERS & GEOSCIENCES, 1995, 21 (04) : 605 - 608
  • [47] The Method of Fundamental Solutions: A weighted least-squares approach
    Smyrlis, YS
    BIT NUMERICAL MATHEMATICS, 2006, 46 (01) : 163 - 194
  • [48] WEIGHTED LEAST-SQUARES AND TRACKING
    BERCU, B
    DUFLO, M
    ANNALES DE L INSTITUT HENRI POINCARE-PROBABILITES ET STATISTIQUES, 1992, 28 (03): : 403 - 430
  • [49] The Method of Fundamental Solutions: A Weighted Least-Squares Approach
    Yiorgos-Sokratis Smyrlis
    BIT Numerical Mathematics, 2006, 46 : 163 - 194
  • [50] WEIGHTED LEAST-SQUARES METHOD AND CONSTRUCTION OF VOLUME TABLES
    CUNIA, T
    BULLETIN OF THE INTERNATIONAL STATISTICAL INSTITUTE, 1963, 40 (02): : 1063 - 1064