DEM generation and error analysis using the first Chinese airborne dual-antenna interferometric SAR data

International Journal of Remote Sensing(2011)

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摘要
Terrain survey with traditional photogrammetry is often difficult in western China, such as Qingzang tableland at an average height of 5000 m above sea level and the southwest China area with cloudy weather. To resolve western terrain mapping, the first Chinese single-pass airborne Interferometric Synthetic Aperture Radar InSAR system was successfully developed by the Institute of Electronics, Chinese Academy of Sciences IECAS in 2004. The main objective of this article is to examine and evaluate the performance of the airborne SAR system through interferometric processing and error analysis. First, the article describes how high-precision digital elevation models DEMs are derived from the airborne dual-antenna single-pass InSAR data. In order to improve the precision, the antenna eccentricity correction and parameter calibration with the least square method LSM are proposed. Based on the airborne dual-antenna InSAR bore-sight model, this article summarizes the primary factors that influence the accuracy of DEMs in data processing, and analyses the errors induced by these factors. Then, the global positioning system GPS/inertial measurement unit IMU data, acquired and stored by the position and orientation system POS, is used for analysing the quantitative relationships among the platform height, baseline length, baseline angle, look angle and DEM error. The experimental data used are airborne dual-antenna X-band InSAR data, and the measured ground control points GCPs are used to validate the accuracy of the DEM. The evaluation results in terms of the standard deviation SD and the average mean error AME are derived by comparing the reconstructed InSAR DEM with the reference GCPs. The AMEs of the X-direction, the Y-direction and the height are up to 2.078, 9.149 and 1.763 m, respectively. The SDs of the X-direction, the Y-direction and the height are up to ±1.379, ±0.764 and ±1.086 m, respectively. These results agree with the previously calculated quantitative errors. The error value of the Y-direction seems too large, a possible result of system errors. In general, the airborne dual-antenna InSAR system initially meets the requirements of 1:50 000 terrain mapping in western China.
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关键词
airborne interferometric synthetic aperture,airborne dual-antenna insar bore-sight,western china,airborne sar system,error analysis,global positioning system,airborne dual-antenna insar system,x-band insar data,dem generation,airborne dual-antenna,insar data,chinese airborne dual-antenna interferometric,radar insar system,inertial measurement unit,synthetic aperture radar,digital elevation model,standard deviation,above sea level,mean error,least square method,data processing
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