Corresponding author.
RESEARCH ON THE LINEAR AND NONLINEAR METHODS OF CORRECTING
BASELINE ERRORS ON SAR INTERFEROGRAMS
Shiyu ZHANG 3 ’ *, Tao LI a , Jingnan LIU 3 , Ye XIA b
3 GNSS Research Center, Wuhan University, 129 Luoyu Road, Wuhan, P.R.China-sheperdshiyu@163.com
taoli@whu.edu.cn
b GeoForschungsZentrumPotsdam, Telegrafenberg A17,14473 Potsdam, Germany-xia@gfz-potsdam.de
Commission VII, WG VII/2
KEY WORDS: Satellite Remote Sensing, SAR Image, SAR Interferometry, Accuracy Analysis, Ground Deformation
ABSTRACT:
In this paper, the precise orbit and the coarse orbit are both used to compare the characteristics of the baseline errros on
interferograms. To eliminate the fringes caused by baseline errors, a linear algorithm which is done on interferograms and a
Repeat-pass interferometric synthetic aperture (InSAR) requires radial directions. The relationship between baseline vector
orbital satellite state vectors to estimate baseline vector, reduce errors and across-track/radial errors can be given by:
flat earth effects, and geocode. However, the orbits are difficult
to determine with enough precision to satisfy the need of
InSAR. The orbit errors will propagate directly into the
absolute orbit accuracy would need to be on the order of 1mm,
which is far below the current satellites’s precision (about 5-
10cm, ESA ENVISAT satellite).
Where ^radial = ra dial orbit error
Hanssen (2001) has explained in detail how orbit errors affect
the baseline and how baseline errors influence the reference O' x track ~ across-track error
phase. The baseline vector can be described conveniently in
three representations:(Dparallel/perpendicular, (2)horizontal/vert j n paper, the characteristics of baseline errors are studied,
-ical, and ©baseline length/angle. and linear and nonlinear methods are introduced to reduce these
nonlinear algorithm which is performed on phase-unwrapped maps are both used. The unwrapped phase values are decreased greatly
after baseline errors are eliminated using bilinear method. The results show that the standard deviation (STD) is decreased from 10.9
radians to 3.1 radians. In nonlinear method, a quadratic function is used to fit the surface of the phase-unwrapped map, then the
fitted surface is subtracted. STD is decreased from 10.9 radians to 2.8 radians. The results show that the nonlinear method is a little
effective than the linear one.
1. INTRODUCTION
The phase errors in interferogram come only from the
propagation of the orbit errors in the satellite’s across-track and
topography height and deformation maps. Because the ultimate
products of InSAR are relative such as height or deformation, to
fully correct the residual interferometric fringes, the required
(2)
errors. The precise orbit (from Delft University) and the coarse
orbit in SAR SLC product are both used to compare the
baseline errros on interferograms.
2. ALGORITHMS
where
B v = perpendicular baseline
B h = horizontal baseline
B i = parallel baseline
=baseline vector
Massonnet and Feig (1998) proposed a method similar to the
tie-point method proposed to diminish those baseline errors for
topography height estimation. However, this method can only
reduce the parallel component error vector, and cannot correct
the perpendicular one, still leaving residual errors. Another
problem that constrains the tie-point method is the atmospheric
effect, which causes additional phase gradients.
B v = vertical baseline
CC = orientation angle
In this paper a bilinear algorithm and a nonlinear algorithm are
used to eliminate the baseline errors on interferograms and
phase-unwraped maps. The linear algorithm is done on