fbm_matlab.m

这是一个关于建立分数布朗信号的Matlab程序。

function fBr = MakeBrownian(n,H,par)
% MakeBrownian -- Create Fractional Brownian Signal
% Usage
% fBr = MakeBrownian(n,H,par)
% Inputs
% n signal length
% H base of digits in expansion
% par optional, degree of extension in algorithm, default =8.
% Outputs
% fBr (pseudo) Fractional Brownian signal
%
% Description
% Uses a Frequency Domain algorithm to get a pseudo Brownian Motion
% The law is NOT normalized to give unit variance to unit increments.
%
if nargin < 3,
par = 8;
end 
N = n .*par;
% generate the FT of a real white noise
w = WhiteNoise(zeros(1,N));
what = fft(w);
% formal fractional integral
eta = 2 * pi * [0 : (N/2) (-(N/2)+1) : (-1)] ./ N;
eta(1) = 1;
bhat = (abs(eta) .^ (-2*H)) .* what;
bhat(1) = 0.;
fBr = ifft(bhat);
% extract a segment that is well away from the edges
start = floor(par/2 .* n);
stop = start+n-1;
fBr = real(fBr(start:stop));
%
% Part of WaveLab Version 802
% Built Sunday, October 3, 1999 8:52:27 AM
% This is Copyrighted Material
% For Copying permissions see COPYING.m
% Comments? e-mail [e-mail]
%