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PTPFUN - Sampled, periodized totally positive function of finite type

Usage

g=ptpfun(L,w)
g=ptpfun(L,w,width)

Input parameters

L Window length.
w Vector of reciprocals \(w_j=1/\delta_j\) in Fourier representation of g
width Integer stretching factor for the essential support of g

Output parameters

g The periodized totally positive function.

Description

ptpfun(L,w) computes samples of a periodized totally positive function of finite type >=2 with weights w for a system of length L. The Fourier representation of the continuous TP function is given as:

\begin{equation*} \hat{g}(\xi)=\prod_{i=1}^{m}\left(1+2\pi i j\xi /w(i)\right)^{-1}, \end{equation*}

where \(m`=`numel(w)\)\(\geq 2\). The samples are obtained by discretizing the Zak transform of the function.

w controls the function decay in the time domain. More specifically the function decays as \(exp(max(w)x)\) for \(x->\infty\) and \(exp(min(w)x)\) for \(x->-\infty\) assuming w contains both positive and negative numbers.

ptpfun(L,w,width) additionally stretches the function by a factor of width.

References:

K. Gröchenig and J. Stöckler. Gabor frames and totally positive functions. Duke Math. J., 162(6):1003--1031, 2013.

S. Bannert, K. Gröchenig, and J. Stöckler. Discretized Gabor frames of totally positive functions. Information Theory, IEEE Transactions on, 60(1):159--169, 2014.

T. Kloos and J. Stockler. Full length article: Zak transforms and gabor frames of totally positive functions and exponential b-splines. J. Approx. Theory, 184:209--237, Aug. 2014. [ DOI | http ]

T. Kloos. Gabor frames total-positiver funktionen endlicher ordnung. Master's thesis, University of Dortmund, Dortmund, Germany, 2012.