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Multi-baseline extended particle filtering phase unwrapping algorithm based on amended matrix pencil model and quantized path-following strategy

机译:基于修正矩阵铅笔模型和量化路径跟踪策略的多基线扩展粒子滤波相位展开算法

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摘要

This paper proposes a new multi-baseline extended particle filtering phase unwrapping algorithm which combines an extended particle filter with an amended matrix pencil model and a quantized path-following strategy. The contributions to multibaseline synthetic aperture radar (SAR) interferometry are as follows: a new recursive multi-baseline phase unwrapping model based on an extended particle filter is built, and the amended matrix pencil model is used to acquire phase gradient information with a higher precision and lower computational cost, and the quantized path-following strategy is introduced to guide the proposed phase unwrapping procedure to efficiently unwrap wrapped phase image along the paths routed by a phase derivative variance map.
机译:本文提出了一种新的多基线扩展粒子滤波相位展开算法,该算法将扩展粒子滤波器与修正的矩阵铅笔模型和量化的路径跟踪策略相结合。对多基线合成孔径雷达(SAR)干涉测量法的贡献如下:建立了一个新的基于扩展粒子滤波器的递归多基线相位展开模型,并使用修正后的矩阵铅笔模型来更高精度地获取相位梯度信息。降低了计算成本,并引入了量化的路径跟踪策略,以指导提出的相位展开过程,以沿着由相位导数方差图路由的路径有效地展开包裹的相位图像。

著录项

  • 来源
    《系统工程与电子技术(英文版)》 |2019年第1期|78-84|共7页
  • 作者

    XIE Xianming; ZENG Qingning;

  • 作者单位

    School of Information and Communication, Guilin University of Electronic Technology, Guilin 541004, China;

    School of Information and Communication, Guilin University of Electronic Technology, Guilin 541004, China;

  • 收录信息 中国科学引文数据库(CSCD);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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