Title :
A New Theoretical Approach of Wavelet-Based Multifractal Characterization of HF Channel Scattering Function: Theoretical and Physical Interpretations
Author :
Dziri, Ali ; Goutelard, Claude ; Abdaoui, Abderrazek ; Thien, Han Vu
Author_Institution :
Centre d´´Etude et De Rech. en Inf. et Commun., Conservatoire Nat. des Arts et Mtiers, Paris, France
fDate :
5/1/2012 12:00:00 AM
Abstract :
In high-frequency (HF) ionospheric communications, the dynamic nature of the high-latitude ionosphere creates small-scale ionospheric irregularities capable of scattering HF radio waves. In addition, there are large-scale irregularities which may be identified using some specific methods. However, small-scale irregularities cannot be easily identified and characterized. The aim of this paper is to introduce a new wavelet-based multifractal dimension mapping approach for the identification and the quantification of the small-scale irregularities. Numerical results show the improvement of the proposed methods compared to those obtained by the classical Legendre multifractal analysis. In our analysis, we have used the scattering function as a tool for the HF channel characterization. Our analysis deals with experimental scattering functions measured during the solar eclipse on August 11, 1999.
Keywords :
ionosphere; ionospheric electromagnetic wave propagation; solar eclipses; AD 1999 08 11; HF channel scattering function; HF radio waves; classical Legendre multifractal analysis; high-frequency ionospheric communications; high-latitude ionosphere; small-scale ionospheric irregularities; solar eclipse; wavelet-based multifractal characterization; wavelet-based multifractal dimension mapping; Analytical models; Art; Fractals; Heuristic algorithms; Ionosphere; Scattering; Vectors; Fractal; ionosphere; irregularities; multifractal; scattering function;
Journal_Title :
Geoscience and Remote Sensing, IEEE Transactions on
DOI :
10.1109/TGRS.2011.2169801