TY - JOUR
T1 - GB-InSAR 三维空时相位解缠方法
AU - Tian, Weiming
AU - Hou, Sican
AU - Deng, Yunkai
AU - Zhou, Hanpu
AU - Wang, Jian
AU - Wang, Changjun
N1 - Publisher Copyright:
© 2023 Beijing Institute of Technology. All rights reserved.
PY - 2023
Y1 - 2023
N2 - GB-InSAR (ground-based interferometric synthetic aperture radar) plays an important role in high precision deformation measurement. The deformation measurement reliability is affected significantly by phase unwrapping accuracy. In order to solve the cumulative phase jump error caused by random jump-noise, a 3-D spatial-temporal phase unwrapping method was proposed. Firstly, the phase jump pixels were arranged to be identified based on the unwrapped phase obtained by spatial minimum cost flow, combining the difference interference phase model to construct a correction network . And then, based on the established spatial constraint equation between the jump pixel and its neighborhood pixels, together with the temporal constraint equation between two successively interferograms to correct the 2-D unwrapped phase. Finally, simulation and measurement tests were carried out. The results of simulation and data show that the proposed method can effectively correct unwrapping errors distributed in sporadic pixels, further more correct regional phase unwrapping errors, improving the deformation inversion reliability.
AB - GB-InSAR (ground-based interferometric synthetic aperture radar) plays an important role in high precision deformation measurement. The deformation measurement reliability is affected significantly by phase unwrapping accuracy. In order to solve the cumulative phase jump error caused by random jump-noise, a 3-D spatial-temporal phase unwrapping method was proposed. Firstly, the phase jump pixels were arranged to be identified based on the unwrapped phase obtained by spatial minimum cost flow, combining the difference interference phase model to construct a correction network . And then, based on the established spatial constraint equation between the jump pixel and its neighborhood pixels, together with the temporal constraint equation between two successively interferograms to correct the 2-D unwrapped phase. Finally, simulation and measurement tests were carried out. The results of simulation and data show that the proposed method can effectively correct unwrapping errors distributed in sporadic pixels, further more correct regional phase unwrapping errors, improving the deformation inversion reliability.
UR - http://www.scopus.com/inward/record.url?scp=85178619751&partnerID=8YFLogxK
U2 - 10.15918/j.tbit1001-0645.2023.067
DO - 10.15918/j.tbit1001-0645.2023.067
M3 - 文章
AN - SCOPUS:85178619751
SN - 1001-0645
VL - 43
SP - 1146
EP - 1153
JO - Beijing Ligong Daxue Xuebao/Transaction of Beijing Institute of Technology
JF - Beijing Ligong Daxue Xuebao/Transaction of Beijing Institute of Technology
IS - 11
ER -