Electromagnetic scattering on fractional Brownian surfaces and estimation of the Hurst exponent

Citation
Ca. Guerin et M. Saillard, Electromagnetic scattering on fractional Brownian surfaces and estimation of the Hurst exponent, INVERSE PR, 17(3), 2001, pp. 365-386
Citations number
27
Categorie Soggetti
Physics
Journal title
INVERSE PROBLEMS
ISSN journal
02665611 → ACNP
Volume
17
Issue
3
Year of publication
2001
Pages
365 - 386
Database
ISI
SICI code
0266-5611(200106)17:3<365:ESOFBS>2.0.ZU;2-J
Abstract
Fractional Brownian motion is known to be a realistic model for many natura l rough surfaces. It is defined by means of a single parameter, the Hurst e xponent, which determines the fractal characteristics of the surface. We pr opose a method to estimate the Hurst exponent of a fractional Brownian prof ile from the electromagnetic scattering data. The method is developed in th e framework of three usual approximations, with different domains of validi ty: the Kirchhoff approximation, the small-slope approximation of Voronovit ch and the small-perturbation method. A universal power-law dependence upon the incident wavenumber is shown to hold for the scattered far-field inten sity, irrespective of the considered approximation and the polarization, wi th a common scaling exponent trivially related to the Hurst exponent. This leads naturally to an estimator of the latter based on a log-log regression of the far-field intensity at fixed scattering angle. We discuss the perfo rmance of this estimator and propose an improved version by allowing the sc attering angle to vary. The theoretical performance of these estimators is then checked by numerical simulations. Finally, we present a rigorous numer ical computation of the scattered intensity in the resonance domain, where none of the aforementioned approximations applies. The numerical results sh ow the persistence of a power-law behaviour, but with a different and still non-trivial exponent.