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author | Chris Cannam |
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date | Tue, 18 Oct 2016 13:40:26 +0100 |
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--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/src/fftw-3.3.5/doc/html/The-Halfcomplex_002dformat-DFT.html Tue Oct 18 13:40:26 2016 +0100 @@ -0,0 +1,145 @@ +<!DOCTYPE html PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN" "http://www.w3.org/TR/html4/loose.dtd"> +<html> +<!-- This manual is for FFTW +(version 3.3.5, 30 July 2016). + +Copyright (C) 2003 Matteo Frigo. + +Copyright (C) 2003 Massachusetts Institute of Technology. + +Permission is granted to make and distribute verbatim copies of this +manual provided the copyright notice and this permission notice are +preserved on all copies. + +Permission is granted to copy and distribute modified versions of this +manual under the conditions for verbatim copying, provided that the +entire resulting derived work is distributed under the terms of a +permission notice identical to this one. + +Permission is granted to copy and distribute translations of this manual +into another language, under the above conditions for modified versions, +except that this permission notice may be stated in a translation +approved by the Free Software Foundation. --> +<!-- Created by GNU Texinfo 5.2, http://www.gnu.org/software/texinfo/ --> +<head> +<title>FFTW 3.3.5: The Halfcomplex-format DFT</title> + +<meta name="description" content="FFTW 3.3.5: The Halfcomplex-format DFT"> +<meta name="keywords" content="FFTW 3.3.5: The Halfcomplex-format DFT"> +<meta name="resource-type" content="document"> +<meta name="distribution" content="global"> +<meta name="Generator" content="makeinfo"> +<meta http-equiv="Content-Type" content="text/html; charset=utf-8"> +<link href="index.html#Top" rel="start" title="Top"> +<link href="Concept-Index.html#Concept-Index" rel="index" title="Concept Index"> +<link href="index.html#SEC_Contents" rel="contents" title="Table of Contents"> +<link href="More-DFTs-of-Real-Data.html#More-DFTs-of-Real-Data" rel="up" title="More DFTs of Real Data"> +<link href="Real-even_002fodd-DFTs-_0028cosine_002fsine-transforms_0029.html#Real-even_002fodd-DFTs-_0028cosine_002fsine-transforms_0029" rel="next" title="Real even/odd DFTs (cosine/sine transforms)"> +<link href="More-DFTs-of-Real-Data.html#More-DFTs-of-Real-Data" rel="prev" title="More DFTs of Real Data"> +<style type="text/css"> +<!-- +a.summary-letter {text-decoration: none} +blockquote.smallquotation {font-size: smaller} +div.display {margin-left: 3.2em} +div.example {margin-left: 3.2em} +div.indentedblock {margin-left: 3.2em} +div.lisp {margin-left: 3.2em} +div.smalldisplay {margin-left: 3.2em} +div.smallexample {margin-left: 3.2em} +div.smallindentedblock {margin-left: 3.2em; font-size: smaller} +div.smalllisp {margin-left: 3.2em} +kbd {font-style:oblique} +pre.display {font-family: inherit} +pre.format {font-family: inherit} +pre.menu-comment {font-family: serif} +pre.menu-preformatted {font-family: serif} +pre.smalldisplay {font-family: inherit; font-size: smaller} +pre.smallexample {font-size: smaller} +pre.smallformat {font-family: inherit; font-size: smaller} +pre.smalllisp {font-size: smaller} +span.nocodebreak {white-space:nowrap} +span.nolinebreak {white-space:nowrap} +span.roman {font-family:serif; font-weight:normal} +span.sansserif {font-family:sans-serif; font-weight:normal} +ul.no-bullet {list-style: none} +--> +</style> + + +</head> + +<body lang="en" bgcolor="#FFFFFF" text="#000000" link="#0000FF" vlink="#800080" alink="#FF0000"> +<a name="The-Halfcomplex_002dformat-DFT"></a> +<div class="header"> +<p> +Next: <a href="Real-even_002fodd-DFTs-_0028cosine_002fsine-transforms_0029.html#Real-even_002fodd-DFTs-_0028cosine_002fsine-transforms_0029" accesskey="n" rel="next">Real even/odd DFTs (cosine/sine transforms)</a>, Previous: <a href="More-DFTs-of-Real-Data.html#More-DFTs-of-Real-Data" accesskey="p" rel="prev">More DFTs of Real Data</a>, Up: <a href="More-DFTs-of-Real-Data.html#More-DFTs-of-Real-Data" accesskey="u" rel="up">More DFTs of Real Data</a> [<a href="index.html#SEC_Contents" title="Table of contents" rel="contents">Contents</a>][<a href="Concept-Index.html#Concept-Index" title="Index" rel="index">Index</a>]</p> +</div> +<hr> +<a name="The-Halfcomplex_002dformat-DFT-1"></a> +<h4 class="subsection">2.5.1 The Halfcomplex-format DFT</h4> + +<p>An r2r kind of <code>FFTW_R2HC</code> (<em>r2hc</em>) corresponds to an r2c DFT +<a name="index-FFTW_005fR2HC"></a> +<a name="index-r2c-1"></a> +<a name="index-r2hc"></a> +(see <a href="One_002dDimensional-DFTs-of-Real-Data.html#One_002dDimensional-DFTs-of-Real-Data">One-Dimensional DFTs of Real Data</a>) but with “halfcomplex” +format output, and may sometimes be faster and/or more convenient than +the latter. +<a name="index-halfcomplex-format-1"></a> +The inverse <em>hc2r</em> transform is of kind <code>FFTW_HC2R</code>. +<a name="index-FFTW_005fHC2R"></a> +<a name="index-hc2r"></a> +This consists of the non-redundant half of the complex output for a 1d +real-input DFT of size <code>n</code>, stored as a sequence of <code>n</code> real +numbers (<code>double</code>) in the format: +</p> +<p align=center> +r<sub>0</sub>, r<sub>1</sub>, r<sub>2</sub>, ..., r<sub>n/2</sub>, i<sub>(n+1)/2-1</sub>, ..., i<sub>2</sub>, i<sub>1</sub> +</p> +<p>Here, +r<sub>k</sub>is the real part of the <em>k</em>th output, and +i<sub>k</sub>is the imaginary part. (Division by 2 is rounded down.) For a +halfcomplex array <code>hc[n]</code>, the <em>k</em>th component thus has its +real part in <code>hc[k]</code> and its imaginary part in <code>hc[n-k]</code>, with +the exception of <code>k</code> <code>==</code> <code>0</code> or <code>n/2</code> (the latter +only if <code>n</code> is even)—in these two cases, the imaginary part is +zero due to symmetries of the real-input DFT, and is not stored. +Thus, the r2hc transform of <code>n</code> real values is a halfcomplex array of +length <code>n</code>, and vice versa for hc2r. +<a name="index-normalization-2"></a> +</p> + +<p>Aside from the differing format, the output of +<code>FFTW_R2HC</code>/<code>FFTW_HC2R</code> is otherwise exactly the same as for +the corresponding 1d r2c/c2r transform +(i.e. <code>FFTW_FORWARD</code>/<code>FFTW_BACKWARD</code> transforms, respectively). +Recall that these transforms are unnormalized, so r2hc followed by hc2r +will result in the original data multiplied by <code>n</code>. Furthermore, +like the c2r transform, an out-of-place hc2r transform will +<em>destroy its input</em> array. +</p> +<p>Although these halfcomplex transforms can be used with the +multi-dimensional r2r interface, the interpretation of such a separable +product of transforms along each dimension is problematic. For example, +consider a two-dimensional <code>n0</code> by <code>n1</code>, r2hc by r2hc +transform planned by <code>fftw_plan_r2r_2d(n0, n1, in, out, FFTW_R2HC, +FFTW_R2HC, FFTW_MEASURE)</code>. Conceptually, FFTW first transforms the rows +(of size <code>n1</code>) to produce halfcomplex rows, and then transforms the +columns (of size <code>n0</code>). Half of these column transforms, however, +are of imaginary parts, and should therefore be multiplied by <em>i</em> +and combined with the r2hc transforms of the real columns to produce the +2d DFT amplitudes; FFTW’s r2r transform does <em>not</em> perform this +combination for you. Thus, if a multi-dimensional real-input/output DFT +is required, we recommend using the ordinary r2c/c2r +interface (see <a href="Multi_002dDimensional-DFTs-of-Real-Data.html#Multi_002dDimensional-DFTs-of-Real-Data">Multi-Dimensional DFTs of Real Data</a>). +</p> +<hr> +<div class="header"> +<p> +Next: <a href="Real-even_002fodd-DFTs-_0028cosine_002fsine-transforms_0029.html#Real-even_002fodd-DFTs-_0028cosine_002fsine-transforms_0029" accesskey="n" rel="next">Real even/odd DFTs (cosine/sine transforms)</a>, Previous: <a href="More-DFTs-of-Real-Data.html#More-DFTs-of-Real-Data" accesskey="p" rel="prev">More DFTs of Real Data</a>, Up: <a href="More-DFTs-of-Real-Data.html#More-DFTs-of-Real-Data" accesskey="u" rel="up">More DFTs of Real Data</a> [<a href="index.html#SEC_Contents" title="Table of contents" rel="contents">Contents</a>][<a href="Concept-Index.html#Concept-Index" title="Index" rel="index">Index</a>]</p> +</div> + + + +</body> +</html>