Orientation of Spaceborne SAR Stereo Pairs Employing the RPC Adjustment Model

Since the adoption of the rational polynomial coefficient (RPC) adjustment model as a preferred sensor orientation model for high-resolution optical satellite imagery, it has been demonstrated to be effective and robust. However, no publication discusses the application of the RPC adjustment model to the 3-D intersection from SAR stereoscopic pairs. This paper aims to validate the RPC adjustment model for spaceborne SAR stereoscopic orientation. Initially, a brief summary of the mathematical background of the RPC model is presented. Then, the SAR orientation errors are analyzed, namely, the orientation parameters, having the same net effect on the object-image relationship, and combined into a single adjustment parameter. The required adjustment is then discussed, and the formulation of the adjustment model is outlined. Finally, a number of designed adjustment experiments controlled via well-surveyed corner reflectors and an existing digital elevation model plus a digital orthophotograph map at the scale of 1:10 000 are performed. Multisensor images of TerraSAR-X, COnstellation of small Satellites for the Mediterranean basin Observation (COSMO-SkyMed), and Satellite Pour l'Observation de la Terre-5 (SPOT-5) over the Guangzhou area are used as test data. The results demonstrate that the proposed method can be generally applied to different imaging systems or the stereoscopic fusion of combined data and can achieve high orientation accuracy.

[1]  E. Baltsavias,et al.  DSM Generation and Interior Orientation Determination of IKONOS Images Using a Testfield in Switzerland , 2005 .

[2]  Gene Dial,et al.  IKONOS ACCURACY WITHOUT GROUND CONTROL , 2002 .

[3]  Thierry Toutin,et al.  State-of-the-art of elevation extraction from satellite SAR data , 2000 .

[4]  Pu-Huai CHEN SAR IMAGE GEOCODING USING A STEREO-SAR DEM AND AUTOMATICALLY GENERATED GCPs , 2010 .

[5]  Hermann Kaufmann,et al.  Differential SAR interferometry using corner reflectors , 2002, IEEE International Geoscience and Remote Sensing Symposium.

[6]  John C. Curlander,et al.  Location of Spaceborne Sar Imagery , 1982, IEEE Transactions on Geoscience and Remote Sensing.

[7]  C. Fraser,et al.  Bias compensation in rational functions for Ikonos satellite imagery , 2003 .

[8]  J. Grodecki,et al.  Block Adjustment of High-Resolution Satellite Images Described by Rational Polynomials , 2003 .

[9]  H. Kaufmann,et al.  Landslide Monitoring in the Three Gorges Area Using D-INSAR and Corner Reflectors , 2004 .

[10]  Ian Dowman,et al.  Space Intersection From Ers‐1 Synthetic Aperture Radar Images , 1996 .

[11]  C. Tao,et al.  A Comprehensive Study of the Rational Function Model for Photogrammetric Processing , 2001 .

[12]  Cs Fraser,et al.  High-Precision Geopositioning from Ikonos Satellite Imagery , 2002 .

[13]  Clive S. Fraser,et al.  SENSOR ORIENTATION FOR HIGH-RESOLUTION SATELLITE IMAGERY , 2002 .

[14]  Ian J. Dowman,et al.  A weighted least squares solution for space intersection of spaceborne stereo SAR data , 2001, IEEE Trans. Geosci. Remote. Sens..

[15]  John C. Curlander,et al.  Synthetic Aperture Radar: Systems and Signal Processing , 1991 .

[16]  Guo Zhang,et al.  Evaluation of the RPC model for spaceborne SAR imagery. , 2010 .

[17]  C. Fraser,et al.  Bias-compensated RPCs for sensor orientation of high-resolution satellite imagery , 2005 .

[18]  Guo Zhang,et al.  A STUDY OF THE RPC MODEL OF TERRASAR-X AND COSMO-SKYMED SAR IMAGERY , 2008 .