703 research outputs found
Analysis of the geomagnetic activity of the D(st) index and self-affine fractals using wavelet transforms
The geomagnetic activity of the D(st) index is analyzed using wavelet transforms and it is shown that the D(st) index possesses properties associated with self-affine fractals. For example, the power spectral density obeys a power-law dependence on frequency, and therefore the D(st) index can be viewed as a self-affine fractal dynamic process. In fact, the behaviour of the D(st) index, with a Hurst exponent H≈0.5 (power-law exponent β≈2) at high frequency, is similar to that of Brownian motion. Therefore, the dynamical invariants of the D(st) index may be described by a potential Brownian motion model. Characterization of the geomagnetic activity has been studied by analysing the geomagnetic field using a wavelet covariance technique. The wavelet covariance exponent provides a direct effective measure of the strength of persistence of the D(st) index. One of the advantages of wavelet analysis is that many inherent problems encountered in Fourier transform methods, such as windowing and detrending, are not necessary
Generalized Warburg impedance on realistic self-affine fractals: comparative study of statistically corrugated and isotropic roughness
We analyse the problem of impedance for a diffusion controlled charge transfer process across an irregular interface. These interfacial irregularities are characterized as two class of random fractals: (i) a statistically isotropic self-affine fractals and (ii) a statistically corrugated self-affine fractals. The information about the realistic fractal surface roughness has been introduced through the band-limited power-law power spectrum over limited wave numbers. The details of power spectrum of such roughness can be characterized in term of four fractal morphological parameters, viz. fractal dimension (DH), lower (ℓ), and upper (L) cut-off length scales of fractality, and the proportionality factor (μ) of power spectrum. Theoretical results are analysed for the impedance of such rough electrode as well as the effect of statistical symmetries of roughness. Impedance response for irregular interface is simplified through expansion over intermediate frequencies. This intermediate frequency expansion with sufficient number of terms offers a good approximation over all frequency regimes. The Nyquist plots of impedance show the strong dependency mainly on three surface morphological parameters i.e. DH, ℓ and μ. We can say that our theoretical results also provide an alternative explanation for the exponent in intermediate frequency power-law form
Remarks on the analyticity of subadditive pressure for products of triangular matrices
We study Falconer's subadditive pressure function with emphasis on
analyticity. We begin by deriving a simple closed form expression for the
pressure in the case of diagonal matrices and, by identifying phase transitions
with zeros of Dirichlet polynomials, use this to deduce that the pressure is
piecewise real analytic. We then specialise to the iterated function system
setting and use a result of Falconer and Miao to extend our results to include
the pressure for systems generated by matrices which are simultaneously
triangularisable. Our closed form expression for the pressure simplifies a
similar expression given by Falconer and Miao by reducing the number of
equations needing to be solved by an exponential factor. Finally we present
some examples where the pressure has a phase transition at a non-integer value
and pose some open questions.Comment: 10 pages, 1 figure, to appear in Monatshefte f\"ur Mathemati
Recurrence to shrinking targets on typical self-affine fractals
We explore the problem of finding the Hausdorff dimension of the set of points that recur to shrinking targets on a self-affine fractal. To be exact, we study the dimension of a certain related symbolic recurrence set. In many cases this set is equivalent to the recurring set on the fractal
- …