Multi-Rotor UAV-Borne PolInSAR Data Processing and Preliminary Analysis of Height Inversion in Urban Area

被引:7
|
作者
Lv, Zexin [1 ,2 ,3 ]
Qiu, Xiaolan [2 ,4 ,5 ]
Cheng, Yao [4 ,5 ]
Shangguan, Songtao [4 ,5 ]
Li, Fangfang [1 ,2 ]
Ding, Chibiao [1 ,2 ,3 ]
机构
[1] Chinese Acad Sci, Key Lab Technol Geospatial Informat Proc & Applic, Beijing 100190, Peoples R China
[2] Chinese Acad Sci, Aerosp Informat Res Inst, Beijing 100094, Peoples R China
[3] Univ Chinese Acad Sci, Sch Elect Elect & Commun Engn, Beijing 100049, Peoples R China
[4] Key Lab Intelligent Aerosp Big Dara Applicat Tech, Suzhou 215124, Peoples R China
[5] Suzhou Aerosp Informat Res Inst, Suzhou 215124, Peoples R China
基金
中国国家自然科学基金;
关键词
Polarimetric Interferometric SAR (PolInSAR); unmanned aerial vehicle (UAV) borne SAR; pauli decomposition; scattering center; height inversion; RESOLUTION;
D O I
10.3390/rs14092161
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Polarimetric Interferometric Synthetic Aperture Radar (PolInSAR) has many useful applications, especially in forest areas. With the development of SAR miniaturization technology, researchers can install PolInSAR on small unmanned aerial vehicles (UAV), which can reduce flight costs. Limited by size and power, UAV-borne SAR usually works in a high-frequency band, which restricts its application to such things as vegetation height inversion. While on the other hand, the high resolution acquired under a short wavelength promises its application in urban areas. However, there are fewer studies on the application of PolInSAR in urban areas compared with that in forest areas. In this paper, we propose a processing method for a Ku-band multi-rotor-UAV-borne PolInSAR and provide a preliminary analysis of height inversion results on its data from the Fudan campus in Shanghai. We obtain the digital surface model (DSM) of different polarization modes and the DSM of polarimetric interferometry optimal decomposition in this area, whose RMSE is 2.88 m. On this basis, the elevation inversion results of targets such as buildings, lampposts, and trees are compared and analyzed. We preliminarily explore and analyze the reasons for the different results of different targets. To this end, we propose a mathematical derivation of the relationship between the interferometric phase between PolInSAR and InSAR of Pauli decomposition. We also perform a simulation to analyze the relationship between the phase center height of Pauli decomposition and PolInSAR under different cases. It provides a reference for the application of small UAV-borne PolInSAR in urban areas.
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页数:24
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