Retrieval of Three-Dimensional Surface Deformation Using an Improved Differential SAR Tomography System
Conventional differential synthetic aperture radar tomography (D-TomoSAR) can only capture the scatterers’ one-dimensional (1-D) deformation information along the line of sight (LOS) of the synthetic aperture radar (SAR), which means that it cannot retrieve the three-dimensional (3-D) move...
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doaj-8c937aa875de44d297065fe31a26f32f2020-11-25T00:30:03ZengMDPI AGElectronics2079-92922019-02-018217410.3390/electronics8020174electronics8020174Retrieval of Three-Dimensional Surface Deformation Using an Improved Differential SAR Tomography SystemZhigui Wang0Mei Liu1Kunfeng Lv2School of Electronics and Information Engineering, Harbin Institute of Technology, Harbin 150001, ChinaSchool of Electronics and Information Engineering, Harbin Institute of Technology, Harbin 150001, ChinaSchool of Electronics and Information Engineering, Harbin Institute of Technology, Harbin 150001, ChinaConventional differential synthetic aperture radar tomography (D-TomoSAR) can only capture the scatterers’ one-dimensional (1-D) deformation information along the line of sight (LOS) of the synthetic aperture radar (SAR), which means that it cannot retrieve the three-dimensional (3-D) movements of the ground surface. To retrieve the 3-D deformation displacements, several methods have been proposed; the performance is limited due to the insufficient sensitivity for retrieving the North-South motion component. In this paper, an improved D-TomoSAR model is established by introducing the scatterers’ 3-D deformation parameters in slant range, azimuth, and elevation directions into the traditional D-TomoSAR model. The improved D-TomoSAR can be regarded as a multi-component two-dimensional (2-D) polynomial phase signal (PPS). Then, an effective algorithm is proposed to retrieve the 3-D deformation parameters of the ground surface by the 2-D product high-order ambiguity function (PHAF) with the relax (RELAX) algorithm. The estimation performance is investigated and compared with the traditional algorithm. Simulations and experimental results with semi-real data verify the effectiveness of the proposed signal model and algorithm.https://www.mdpi.com/2079-9292/8/2/174synthetic aperture radardifferential SAR tomographysquinted SAR3-D deformation2-D PPS |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Zhigui Wang Mei Liu Kunfeng Lv |
spellingShingle |
Zhigui Wang Mei Liu Kunfeng Lv Retrieval of Three-Dimensional Surface Deformation Using an Improved Differential SAR Tomography System Electronics synthetic aperture radar differential SAR tomography squinted SAR 3-D deformation 2-D PPS |
author_facet |
Zhigui Wang Mei Liu Kunfeng Lv |
author_sort |
Zhigui Wang |
title |
Retrieval of Three-Dimensional Surface Deformation Using an Improved Differential SAR Tomography System |
title_short |
Retrieval of Three-Dimensional Surface Deformation Using an Improved Differential SAR Tomography System |
title_full |
Retrieval of Three-Dimensional Surface Deformation Using an Improved Differential SAR Tomography System |
title_fullStr |
Retrieval of Three-Dimensional Surface Deformation Using an Improved Differential SAR Tomography System |
title_full_unstemmed |
Retrieval of Three-Dimensional Surface Deformation Using an Improved Differential SAR Tomography System |
title_sort |
retrieval of three-dimensional surface deformation using an improved differential sar tomography system |
publisher |
MDPI AG |
series |
Electronics |
issn |
2079-9292 |
publishDate |
2019-02-01 |
description |
Conventional differential synthetic aperture radar tomography (D-TomoSAR) can only capture the scatterers’ one-dimensional (1-D) deformation information along the line of sight (LOS) of the synthetic aperture radar (SAR), which means that it cannot retrieve the three-dimensional (3-D) movements of the ground surface. To retrieve the 3-D deformation displacements, several methods have been proposed; the performance is limited due to the insufficient sensitivity for retrieving the North-South motion component. In this paper, an improved D-TomoSAR model is established by introducing the scatterers’ 3-D deformation parameters in slant range, azimuth, and elevation directions into the traditional D-TomoSAR model. The improved D-TomoSAR can be regarded as a multi-component two-dimensional (2-D) polynomial phase signal (PPS). Then, an effective algorithm is proposed to retrieve the 3-D deformation parameters of the ground surface by the 2-D product high-order ambiguity function (PHAF) with the relax (RELAX) algorithm. The estimation performance is investigated and compared with the traditional algorithm. Simulations and experimental results with semi-real data verify the effectiveness of the proposed signal model and algorithm. |
topic |
synthetic aperture radar differential SAR tomography squinted SAR 3-D deformation 2-D PPS |
url |
https://www.mdpi.com/2079-9292/8/2/174 |
work_keys_str_mv |
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1725328182042689536 |