📄 friedman.tex
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% This is part of the TFTB Reference Manual.% Copyright (C) 1996 CNRS (France) and Rice University (US).% See the file refguide.tex for copying conditions.
\markright{friedman}
\hspace*{-1.6cm}{\Large \bf friedman}
\vspace*{-.4cm}
\hspace*{-1.6cm}\rule[0in]{16.5cm}{.02cm}
\vspace*{.2cm}
{\bf \large \fontfamily{cmss}\selectfont Purpose}\\
\hspace*{1.5cm}
\begin{minipage}[t]{13.5cm}
Instantaneous frequency density.
\end{minipage}
\vspace*{.5cm}
{\bf \large \fontfamily{cmss}\selectfont Synopsis}\\
\hspace*{1.5cm}
\begin{minipage}[t]{13.5cm}
\begin{verbatim}
tifd = friedman(tfr,hat)
tifd = friedman(tfr,hat,t)
tifd = friedman(tfr,hat,t,method)
tifd = friedman(tfr,hat,t,method,trace)
\end{verbatim}
\end{minipage}
\vspace*{.5cm}
{\bf \large \fontfamily{cmss}\selectfont Description}\\
\hspace*{1.5cm}
\begin{minipage}[t]{13.5cm}
{\ty friedman} computes the time-instantaneous frequency density
(defined by Friedman [1]) of a reassigned time-frequency
representation.\\
\hspace*{-.5cm}\begin{tabular*}{14cm}{p{1.5cm} p{8.5cm} c}
Name & Description & Default value\\
\hline
{\ty tfr} & time-frequency representation, {\ty (N,M)} matrix\\
{\ty hat} & complex matrix of the reassignment vectors\\
{\ty t } & time instant(s) & {\ty (1:M)}\\
{\ty method}& chosen representation & {\ty 'tfrrsp'}\\
{\ty trace} & if nonzero, the progression of the algorithm is shown
& {\ty 0}\\
\hline {\ty tifd} & time instantaneous-frequency density. When called without
output arguments, {\ty friedman} runs {\ty tfrqview}\\
\hline
\end{tabular*}
\vspace*{.1cm}
Warning : {\ty tifd} is not an energy distribution, but an estimated
probability distribution.
\end{minipage}
\vspace*{1cm}
{\bf \large \fontfamily{cmss}\selectfont Example}\\
\hspace*{1.5cm}
\begin{minipage}[t]{13.5cm}
Here is an example of such an estimated probability distribution operated
on the reassigned pseudo-Wigner-Ville distribution of a linear frequency
modulation :
\begin{verbatim}
sig=fmlin(128,0.1,0.4);
[tfr,rtfr,hat]=tfrrpwv(sig);
friedman(tfr,hat,1:128,'tfrrpwv',1);
\end{verbatim}
The result is almost perfectly concentrated on a line in the time-frequency
plane.
\end{minipage}
\newpage
{\bf \large \fontfamily{cmss}\selectfont See Also}\\
\hspace*{1.5cm}
\begin{minipage}[t]{13.5cm}
\begin{verbatim}
ridges.
\end{verbatim}
\end{minipage}
\vspace*{.5cm}
{\bf \large \fontfamily{cmss}\selectfont Reference}\\
\hspace*{1.5cm}
\begin{minipage}[t]{13.5cm}
[1] D.H. Friedman, "Instantaneous Frequency vs Time : An
Interpretation of the Phase Structure of Speech", Proc. IEEE
ICASSP, pp. 29.10.1-4, Tampa, 1985.
\end{minipage}
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