Title :
Estimation and analysis of lacunarity of scattering signals at different incident angles
Author :
Li, Yang ; Bai, Xia ; Tao, Ran
Author_Institution :
Sch. of Inf. & Electron, Beijing Inst. of Technol., Beijing, China
Abstract :
The sea surface has the fractal nature. For normal incidence, some methods have been developed for extracting fractal parameters from the electromagnetic (EM) scattered signals. When the EM waves of different incident angles are scattered by the fractal sea surface, the scattered signal recorded at observation point will show many different properties, which will affect the accuracy of estimation of fractal parameters. In this paper, based on the method of skeleton of wavelet transform modulus maxima (WTMM), we analyze the hierarchical structures of the EM scattered signals at different incident angles to estimate the lacunarity of the fractal surface. It is shown that the optimal incident angle is between the sea surface and incident pulse passing through the mirror position of observation point and the midpoint of one-dimensional sea surface, approximately. The results of simulation are found interestingly successful to use the estimated parameters in remote sensing applications.
Keywords :
electromagnetic wave scattering; fractals; parameter estimation; remote sensing; rough surfaces; wavelet transforms; electromagnetic signal scattering; fractal parameter estimation; fractal sea surface; incident angles; lacunarity; remote sensing; wavelet transform modulus maxima; Fractals; Rough surfaces; Scattering; Sea surface; Surface roughness; Surface treatment; Surface waves; WTMM; lacunarity; rough sea surface; wavelet analysis;
Conference_Titel :
Signal Processing (ICSP), 2010 IEEE 10th International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-5897-4
DOI :
10.1109/ICOSP.2010.5655746