A Three-Dimensional Deformation Monitoring Method: Combining Optical Deformation Monitoring Based on Regression Models and GB-SAR Interferometry

被引:0
|
作者
Cheng, Yanbo [1 ]
Mo, Yuanhui [1 ]
Huang, Haifeng [1 ]
Lai, Tao [1 ]
机构
[1] Sun Yat Sen Univ, Sch Elect & Commun Engn, Shenzhen Campus, Shenzhen 518107, Peoples R China
关键词
three-dimensional deformation; ground-based synthetic aperture radar; fusion data; regression model; ATMOSPHERIC PHASE SCREENS; HIGH-ACCURACY;
D O I
10.3390/s24061754
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
This paper introduces a method for quantifying the three-dimensional deformation of ground targets and outlines the associated process. Initially, ground-based synthetic aperture radar was employed to monitor the radial deformation of targets, and optical equipment monitored pixel-level deformation in the vertical plane of the line of sight. Subsequently, a regression model was established to transform pixel-level deformation into two-dimensional deformation based on a fundamental length unit, and the radar deformation monitoring data were merged with the optical deformation monitoring data. Finally, the fused data underwent deformation, resulting in a comprehensive three-dimensional deformation profile of the target. Through physical data acquisition experiments, the comprehensive three-dimensional deformation of targets was obtained and compared with the actual deformations. The experimental results show that the method has a relative error of less than 10%, and monitoring accuracy is achieved at the millimeter level.
引用
收藏
页数:19
相关论文
共 50 条
  • [41] Three-Dimensional Deformation Retrieval in Geosynchronous SAR by Multiple-Aperture Interferometry Processing: Theory and Performance Analysis
    Hu, Cheng
    Li, Yuanhao
    Dong, Xichao
    Wang, Rui
    Cui, Chang
    Zhang, Bin
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2017, 55 (11): : 6150 - 6169
  • [42] Speckle interferometry: Three-dimensional deformation field measurement with a single interferogram
    Fricke-Begemann, Thomas
    Burke, Jan
    Applied Optics, 2001, 40 (28): : 5011 - 5022
  • [43] Deformation monitoring using Persistent Scatterer Interferometry and Sentinel-1 SAR data
    Devanthery, Nuria
    Crosetto, Michele
    Cuevas-Gonzalez, Maria
    Monserrat, Oriol
    Barra, Anna
    Crippa, Bruno
    INTERNATIONAL CONFERENCE ON ENTERPRISE INFORMATION SYSTEMS/INTERNATIONAL CONFERENCE ON PROJECT MANAGEMENT/INTERNATIONAL CONFERENCE ON HEALTH AND SOCIAL CARE INFORMATION SYSTEMS AND TECHNOLOGIES, CENTERIS/PROJMAN / HCIST 2016, 2016, 100 : 1121 - 1126
  • [44] Speckle interferometry: three-dimensional deformation field measurement with a single interferogram
    Fricke-Begemann, T
    Burke, J
    APPLIED OPTICS, 2001, 40 (28) : 5011 - 5022
  • [45] Structural monitoring and modeling of the mechanical deformation of three-dimensional printed poly(ε-caprolactone) scaffolds
    Ribeiro, Joao F. M.
    Oliveira, Sara M.
    Alves, Jose L.
    Pedro, Adriano J.
    Reis, Rui L.
    Fernandes, Emanuel M.
    Mano, Joao F.
    BIOFABRICATION, 2017, 9 (02)
  • [46] Potential loess landslide deformation monitoring using L-band SAR interferometry
    Liu, Yuzhou
    Liao, Mingsheng
    Shi, Xuguo
    Zhang, Lu
    Cunningham, Cory
    GEO-SPATIAL INFORMATION SCIENCE, 2016, 19 (04) : 273 - 277
  • [47] THREE-DIMENSIONAL FRACTIONAL DERIVATIVE MODELS FOR FINITE DEFORMATION
    Fukunaga, Masataka
    Shimizu, Nobuyuki
    PROCEEDINGS OF THE ASME INTERNATIONAL DESIGN ENGINEERING TECHNICAL CONFERENCES AND COMPUTERS AND INFORMATION IN ENGINEERING CONFERENCE, 2011, VOL 3, PTS A AND B, 2012, : 193 - 200
  • [48] Deformation monitoring of Surakachhar underground coal mines of Korba, India using SAR interferometry
    Monika
    Govil, H.
    Chatterjee, R. S.
    Bhaumik, Pralay
    Vishwakarma, Neeraj
    ADVANCES IN SPACE RESEARCH, 2022, 70 (12) : 3905 - 3916
  • [49] Crustal deformation monitoring of volcanoes in Japan using L-band SAR interferometry
    Murakami, M
    Fujiwara, S
    Nishimura, T
    Tobita, M
    Nakagawa, H
    Ozawa, S
    Murakami, M
    GEODESY BEYOND 2000: THE CHALLENGES OF THE FIRST DECADE, 2000, 121 : 285 - 288
  • [50] Monitoring of mining induced surface deformation using L-band SAR interferometry
    Wegmüller, U
    Spreckels, V
    Werner, C
    Strozzi, T
    Wiesmann, A
    IGARSS 2005: IEEE International Geoscience and Remote Sensing Symposium, Vols 1-8, Proceedings, 2005, : 2165 - 2168