infowsys.m
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- function infowsys
- %INFOWSYS Information on wavelet packets.
- %
- % Wavelet Packets
- %
- %1. Wavelet Packets definition.
- %
- % Start:
- % an orthogonal wavelet psi, h and g the two filters
- % associated with the wavelet.
- % Both h and g are of length 2N.
- %
- % Wavelet packets generation:
- %
- % define by induction the set of functions
- % Wn for n = 0, 1, 2, ...
- %
- % W2n(x) = 2^{0.5}*sum ( h(k) Wn(2x-k) : for k = 0 to 2N-1)
- % W2n+1(x) = 2^{0.5}*sum ( g(k) Wn(2x-k) : for k = 0 to 2N-1)
- %
- % where W0 = phi and W1 = psi.
- %
- % The functions Wn are obtained roughly speaking by
- % superposition of 1/2-scaled and translated versions
- % of functions of lower index.
- %
- % Wavelet packets interpretation:
- %
- % Since all the Wn are supported by the same interval
- % [0,2N-1], Wn oscillates approximately n times and
- % then n can be interpreted as a frequency parameter.
- %
- %
- %2. Wavelet Packet Atoms.
- %
- % Starting from the Wn, let us consider the three-index
- % family of wavelet packet atoms, obtained by dyadic
- % dilations and translations of Wn:
- %
- % Wj,n,k (x) = 2^{-j/2} Wn(2^{-j} x - k)
- %
- % For a given value of j:
- % Wj,n,k allow to analyze the fluctuations of a given
- % signal roughly:
- % - around the position 2^{j}*k,
- % - at the scale 2^{j}
- % - at various frequencies n/2N, for n = 0 to 2^j-1.
- % M. Misiti, Y. Misiti, G. Oppenheim, J.M. Poggi 12-Mar-96.
- % Last Revision: 01-Jul-1999.
- % Copyright 1995-2002 The MathWorks, Inc.
- % $Revision: 1.10 $