研究目的
To propose a novel height estimation method for the CCD model that employs multiple band-divided SAR images and their coherence functions with phases to accurately reconstruct the height change even if the observed phase fluctuates due to random noise.
研究成果
The proposed method offers more accurate height change estimation while retaining a high probability of resolving ambiguity, as verified by numerical simulations and experimental data. It also maintains its capability to detect change using the CCD observation model.
研究不足
The method's robustness against phase fluctuation is enhanced by employing multiple frequency data points, but the accuracy may reduce with increasing height change amount due to severe phase interference.
1:Experimental Design and Method Selection:
The method employs multiple band-divided SAR images and their coherence functions to resolve ambiguity in height estimation. It focuses on the phase characteristic for each center frequency and resolves the ambiguity by employing a multiple non-linear regression scheme.
2:Sample Selection and Data Sources:
The target is a rough surface around the z = 0 plane, with height changes between the first and second observations.
3:List of Experimental Equipment and Materials:
A monostatic radar is used for scans along the line of z = z0, y = 0 by a transmitting and receiving antenna.
4:Experimental Procedures and Operational Workflow:
The method involves dividing received signals into multiple frequency bands, generating SAR images before and after the change event for each frequency band, calculating the coherence function, and estimating the height change using the phase of the coherence function.
5:Data Analysis Methods:
The height change is estimated by focusing on the frequency characteristic of the multiple phases obtained by the multiple coherence functions.
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