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author Geogaddi\David <d.m.ronan@qmul.ac.uk>
date Fri, 05 Feb 2016 19:21:42 +0000
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d@0 3 <title>Complex DFTs - FFTW 3.2.1</title>
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d@0 13 This manual is for FFTW
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d@0 16 Copyright (C) 2003 Matteo Frigo.
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d@0 49 <p>
d@0 50 <a name="Complex-DFTs"></a>
d@0 51 Next:&nbsp;<a rel="next" accesskey="n" href="Planner-Flags.html#Planner-Flags">Planner Flags</a>,
d@0 52 Previous:&nbsp;<a rel="previous" accesskey="p" href="Basic-Interface.html#Basic-Interface">Basic Interface</a>,
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d@0 54 <hr>
d@0 55 </div>
d@0 56
d@0 57 <h4 class="subsection">4.3.1 Complex DFTs</h4>
d@0 58
d@0 59 <pre class="example"> fftw_plan fftw_plan_dft_1d(int n,
d@0 60 fftw_complex *in, fftw_complex *out,
d@0 61 int sign, unsigned flags);
d@0 62 fftw_plan fftw_plan_dft_2d(int n0, int n1,
d@0 63 fftw_complex *in, fftw_complex *out,
d@0 64 int sign, unsigned flags);
d@0 65 fftw_plan fftw_plan_dft_3d(int n0, int n1, int n2,
d@0 66 fftw_complex *in, fftw_complex *out,
d@0 67 int sign, unsigned flags);
d@0 68 fftw_plan fftw_plan_dft(int rank, const int *n,
d@0 69 fftw_complex *in, fftw_complex *out,
d@0 70 int sign, unsigned flags);
d@0 71 </pre>
d@0 72 <p><a name="index-fftw_005fplan_005fdft_005f1d-154"></a><a name="index-fftw_005fplan_005fdft_005f2d-155"></a><a name="index-fftw_005fplan_005fdft_005f3d-156"></a><a name="index-fftw_005fplan_005fdft-157"></a>
d@0 73 Plan a complex input/output discrete Fourier transform (DFT) in zero or
d@0 74 more dimensions, returning an <code>fftw_plan</code> (see <a href="Using-Plans.html#Using-Plans">Using Plans</a>).
d@0 75
d@0 76 <p>Once you have created a plan for a certain transform type and
d@0 77 parameters, then creating another plan of the same type and parameters,
d@0 78 but for different arrays, is fast and shares constant data with the
d@0 79 first plan (if it still exists).
d@0 80
d@0 81 <p>The planner returns <code>NULL</code> if the plan cannot be created. A
d@0 82 non-<code>NULL</code> plan is always returned by the basic interface unless
d@0 83 you are using a customized FFTW configuration supporting a restricted
d@0 84 set of transforms.
d@0 85
d@0 86 <h5 class="subsubheading">Arguments</h5>
d@0 87
d@0 88 <ul>
d@0 89 <li><code>rank</code> is the dimensionality of the transform (it should be the
d@0 90 size of the array <code>*n</code>), and can be any non-negative integer. The
d@0 91 `<samp><span class="samp">_1d</span></samp>', `<samp><span class="samp">_2d</span></samp>', and `<samp><span class="samp">_3d</span></samp>' planners correspond to a
d@0 92 <code>rank</code> of <code>1</code>, <code>2</code>, and <code>3</code>, respectively. A
d@0 93 <code>rank</code> of zero is equivalent to a transform of size 1, i.e. a copy
d@0 94 of one number from input to output.
d@0 95
d@0 96 <li><code>n</code>, or <code>n0</code>/<code>n1</code>/<code>n2</code>, or <code>n[rank]</code>,
d@0 97 respectively, gives the size of the transform dimensions. They can be
d@0 98 any positive integer.
d@0 99
d@0 100 <ul>
d@0 101 <li><a name="index-row_002dmajor-158"></a>Multi-dimensional arrays are stored in row-major order with dimensions:
d@0 102 <code>n0</code> x <code>n1</code>; or <code>n0</code> x <code>n1</code> x <code>n2</code>; or
d@0 103 <code>n[0]</code> x <code>n[1]</code> x ... x <code>n[rank-1]</code>.
d@0 104 See <a href="Multi_002ddimensional-Array-Format.html#Multi_002ddimensional-Array-Format">Multi-dimensional Array Format</a>.
d@0 105 <li>FFTW is best at handling sizes of the form
d@0 106 2<sup>a</sup> 3<sup>b</sup> 5<sup>c</sup> 7<sup>d</sup>
d@0 107 11<sup>e</sup> 13<sup>f</sup>,where e+f is either 0 or 1, and the other exponents
d@0 108 are arbitrary. Other sizes are computed by means of a slow,
d@0 109 general-purpose algorithm (which nevertheless retains <i>O</i>(<i>n</i>&nbsp;log&nbsp;<i>n</i>)
d@0 110
d@0 111 <p>performance even for prime sizes). It is possible to customize FFTW
d@0 112 for different array sizes; see <a href="Installation-and-Customization.html#Installation-and-Customization">Installation and Customization</a>.
d@0 113 Transforms whose sizes are powers of 2 are especially fast.
d@0 114 </ul>
d@0 115
d@0 116 <li><code>in</code> and <code>out</code> point to the input and output arrays of the
d@0 117 transform, which may be the same (yielding an in-place transform).
d@0 118 <a name="index-in_002dplace-159"></a>These arrays are overwritten during planning, unless
d@0 119 <code>FFTW_ESTIMATE</code> is used in the flags. (The arrays need not be
d@0 120 initialized, but they must be allocated.)
d@0 121
d@0 122 <p>If <code>in == out</code>, the transform is <dfn>in-place</dfn> and the input
d@0 123 array is overwritten. If <code>in != out</code>, the two arrays must
d@0 124 not overlap (but FFTW does not check for this condition).
d@0 125
d@0 126 <li><code>sign</code> is the sign of the exponent in the formula that defines the
d@0 127 Fourier transform. It can be -1 (= <code>FFTW_FORWARD</code>) or
d@0 128 +1 (= <code>FFTW_BACKWARD</code>).
d@0 129
d@0 130 <li><a name="index-flags-160"></a><code>flags</code> is a bitwise OR (`<samp><span class="samp">|</span></samp>') of zero or more planner flags,
d@0 131 as defined in <a href="Planner-Flags.html#Planner-Flags">Planner Flags</a>.
d@0 132
d@0 133 </ul>
d@0 134
d@0 135 <p>FFTW computes an unnormalized transform: computing a forward followed by
d@0 136 a backward transform (or vice versa) will result in the original data
d@0 137 multiplied by the size of the transform (the product of the dimensions).
d@0 138 <a name="index-normalization-161"></a>For more information, see <a href="What-FFTW-Really-Computes.html#What-FFTW-Really-Computes">What FFTW Really Computes</a>.
d@0 139
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