Title :
A New Function Expansion for Polarization Coherence Tomography
Author :
Zhang, Hong ; Ma, Peifeng ; Wang, Chao
Author_Institution :
Key Lab. of Digital Earth, Center for Earth Obs. & Digital Earth, Beijing, China
Abstract :
In this letter, we investigate the polarization coherence tomography technique and propose a new function expansion to reconstruct the vertical profile function. Instead of generating profile in Fourier-Legendre series, we deduce orthogonal functions on [-1, 1] by weight of z2, which can increase the highest polynomial order and decrease the condition number of the inversion matrix, indicating that the inversion in the new expansion is more stable and less susceptible to noise. Finally, we apply the technique to simulated dual-baseline data and Chinese X-band single-baseline polarimetric synthetic aperture radar interferometry data to demonstrate its validity and robustness.
Keywords :
Fourier series; polarisation; polynomials; radar interferometry; radar polarimetry; synthetic aperture radar; tomography; Chinese X-band single-baseline data; Fourier-Legendre series; dual-baseline data simulation technique; function expansion; highest polynomial order; inversion matrix; orthogonal function deduction; polarimetric synthetic aperture radar interferometry data; polarization coherence tomography technique; vertical profile function reconstruction; Coherence; Noise; Polynomials; Stability analysis; Thermal stability; Tomography; Function expansion; polarization coherence tomography (PCT); vertical profile function;
Journal_Title :
Geoscience and Remote Sensing Letters, IEEE
DOI :
10.1109/LGRS.2012.2183113