研究目的
Investigating the feasibility and advantages of generating InSAR data products directly in a desired geometry using a backprojection algorithm, bypassing traditional range-Doppler processing steps.
研究成果
The study demonstrates that generating InSAR data products directly in user-friendly coordinate systems via backprojection is feasible and advantageous, reducing data storage needs and simplifying analysis for end users. This approach opens up InSAR techniques to a broader range of applications.
研究不足
The backprojection algorithm's computational expense due to lack of space invariance and the requirement for accurate DEM data for optimal performance.
1:Experimental Design and Method Selection:
The study employs a backprojection algorithm for generating InSAR data products directly in a desired geometry, skipping traditional range-Doppler processing steps.
2:Sample Selection and Data Sources:
ALOS PALSAR data over Kilauea, Hawaii, is used for demonstration.
3:List of Experimental Equipment and Materials:
A Tesla GPU is utilized for implementing the backprojection algorithm.
4:Experimental Procedures and Operational Workflow:
The algorithm computes complex radar reflectivity at each post of a latitude-longitude grid, forming interferograms by simple cross-multiplication of phase-compensated SLCs.
5:Data Analysis Methods:
The study examines the focusing depth of field for the backprojection algorithm and its dependence on DEM accuracy.
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