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49 <div class="headertitle">
50 <h1>arm_variance_example_f32.c</h1> </div>
52 <div class="contents">
53 <a href="arm__variance__example__f32_8c.html">Go to the documentation of this file.</a><div class="fragment"><pre class="fragment"><a name="l00001"></a>00001 <span class="comment">/* ---------------------------------------------------------------------- </span>
54 <a name="l00002"></a>00002 <span class="comment">* Copyright (C) 2010 ARM Limited. All rights reserved. </span>
55 <a name="l00003"></a>00003 <span class="comment">* </span>
56 <a name="l00004"></a>00004 <span class="comment">* $Date: 29. November 2010 </span>
57 <a name="l00005"></a>00005 <span class="comment">* $Revision: V1.0.3</span>
58 <a name="l00006"></a>00006 <span class="comment">* </span>
59 <a name="l00007"></a>00007 <span class="comment">* Project: CMSIS DSP Library </span>
60 <a name="l00008"></a>00008 <span class="comment">* Title: arm_variance_example_f32.c </span>
61 <a name="l00009"></a>00009 <span class="comment">* </span>
62 <a name="l00010"></a>00010 <span class="comment">* Description: Example code demonstrating variance calculation of input sequence.</span>
63 <a name="l00011"></a>00011 <span class="comment">* </span>
64 <a name="l00012"></a>00012 <span class="comment">* Target Processor: Cortex-M4/Cortex-M3 </span>
65 <a name="l00013"></a>00013 <span class="comment">*</span>
66 <a name="l00014"></a>00014 <span class="comment">*</span>
67 <a name="l00015"></a>00015 <span class="comment">* Version 1.0.3 2010/11/29 </span>
68 <a name="l00016"></a>00016 <span class="comment">* Re-organized the CMSIS folders and updated documentation. </span>
69 <a name="l00017"></a>00017 <span class="comment">* </span>
70 <a name="l00018"></a>00018 <span class="comment">* Version 1.0.1 2010/10/05 KK </span>
71 <a name="l00019"></a>00019 <span class="comment">* Production release and review comments incorporated. </span>
72 <a name="l00020"></a>00020 <span class="comment">*</span>
73 <a name="l00021"></a>00021 <span class="comment">* Version 1.0.0 2010/09/20 KK</span>
74 <a name="l00022"></a>00022 <span class="comment">* Production release and review comments incorporated.</span>
75 <a name="l00023"></a>00023 <span class="comment">* ------------------------------------------------------------------- */</span>
76 <a name="l00024"></a>00024
77 <a name="l00077"></a>00077 <span class="preprocessor">#include <math.h></span>
78 <a name="l00078"></a>00078 <span class="preprocessor">#include "<a class="code" href="arm__math_8h.html">arm_math.h</a>"</span>
79 <a name="l00079"></a>00079
80 <a name="l00080"></a>00080 <span class="comment">/* ----------------------------------------------------------------------</span>
81 <a name="l00081"></a>00081 <span class="comment">* Defines each of the tests performed</span>
82 <a name="l00082"></a>00082 <span class="comment">* ------------------------------------------------------------------- */</span>
83 <a name="l00083"></a><a class="code" href="arm__variance__example__f32_8c.html#af8a1d2ed31f7c9a00fec46a798edb61b">00083</a> <span class="preprocessor">#define MAX_BLOCKSIZE 32</span>
84 <a name="l00084"></a><a class="code" href="arm__variance__example__f32_8c.html#a3fd2b1bcd7ddcf506237987ad780f495">00084</a> <span class="preprocessor"></span><span class="preprocessor">#define DELTA (0.000001f)</span>
85 <a name="l00085"></a>00085 <span class="preprocessor"></span>
86 <a name="l00086"></a>00086
87 <a name="l00087"></a>00087 <span class="comment">/* ----------------------------------------------------------------------</span>
88 <a name="l00088"></a>00088 <span class="comment">* Declare I/O buffers </span>
89 <a name="l00089"></a>00089 <span class="comment">* ------------------------------------------------------------------- */</span>
90 <a name="l00090"></a><a class="code" href="arm__variance__example__f32_8c.html#acc43b372d92d5027b9f9cac782c8b3c7">00090</a> <a class="code" href="arm__math_8h.html#a4611b605e45ab401f02cab15c5e38715" title="32-bit floating-point type definition.">float32_t</a> <a class="code" href="arm__signal__converge__example__f32_8c.html#a16e759789fbc05f878863f009066c8ea">wire1</a>[<a class="code" href="arm__variance__example__f32_8c.html#af8a1d2ed31f7c9a00fec46a798edb61b">MAX_BLOCKSIZE</a>];
91 <a name="l00091"></a><a class="code" href="arm__variance__example__f32_8c.html#a41a9afab5be5ccd2e6f618b83102f0d1">00091</a> <a class="code" href="arm__math_8h.html#a4611b605e45ab401f02cab15c5e38715" title="32-bit floating-point type definition.">float32_t</a> <a class="code" href="arm__signal__converge__example__f32_8c.html#a4e370163c81ae2b72cc655a6b79e4c6a">wire2</a>[<a class="code" href="arm__variance__example__f32_8c.html#af8a1d2ed31f7c9a00fec46a798edb61b">MAX_BLOCKSIZE</a>];
92 <a name="l00092"></a><a class="code" href="arm__variance__example__f32_8c.html#af61f43ad332a2322e43ced590b6d9768">00092</a> <a class="code" href="arm__math_8h.html#a4611b605e45ab401f02cab15c5e38715" title="32-bit floating-point type definition.">float32_t</a> <a class="code" href="arm__signal__converge__example__f32_8c.html#a7e2cceadf6ec7f0aa0f698a680fa3a4b">wire3</a>[<a class="code" href="arm__variance__example__f32_8c.html#af8a1d2ed31f7c9a00fec46a798edb61b">MAX_BLOCKSIZE</a>];
93 <a name="l00093"></a>00093
94 <a name="l00094"></a>00094 <span class="comment">/* ----------------------------------------------------------------------</span>
95 <a name="l00095"></a>00095 <span class="comment">* Test input data for Floating point Variance example for 32-blockSize</span>
96 <a name="l00096"></a>00096 <span class="comment">* Generated by the MATLAB randn() function</span>
97 <a name="l00097"></a>00097 <span class="comment">* ------------------------------------------------------------------- */</span>
98 <a name="l00098"></a>00098
99 <a name="l00099"></a><a class="code" href="arm__variance__example__f32_8c.html#a9170ec9e681e2b519fe9c46a30455841">00099</a> <a class="code" href="arm__math_8h.html#a4611b605e45ab401f02cab15c5e38715" title="32-bit floating-point type definition.">float32_t</a> <a class="code" href="arm__graphic__equalizer__example__q31_8c.html#aa4699dc6ee05353c83e0be4e69f6ad05">testInput_f32</a>[32] =
100 <a name="l00100"></a>00100 {
101 <a name="l00101"></a>00101 -0.432564811528221, -1.665584378238097, 0.125332306474831, 0.287676420358549,
102 <a name="l00102"></a>00102 -1.146471350681464, 1.190915465642999, 1.189164201652103, -0.037633276593318,
103 <a name="l00103"></a>00103 0.327292361408654, 0.174639142820925, -0.186708577681439, 0.725790548293303,
104 <a name="l00104"></a>00104 -0.588316543014189, 2.183185818197101, -0.136395883086596, 0.113931313520810,
105 <a name="l00105"></a>00105 1.066768211359189, 0.059281460523605, -0.095648405483669, -0.832349463650022,
106 <a name="l00106"></a>00106 0.294410816392640, -1.336181857937804, 0.714324551818952, 1.623562064446271,
107 <a name="l00107"></a>00107 -0.691775701702287, 0.857996672828263, 1.254001421602532, -1.593729576447477,
108 <a name="l00108"></a>00108 -1.440964431901020, 0.571147623658178, -0.399885577715363, 0.689997375464345
109 <a name="l00109"></a>00109
110 <a name="l00110"></a>00110 };
111 <a name="l00111"></a>00111
112 <a name="l00112"></a>00112 <span class="comment">/* ----------------------------------------------------------------------</span>
113 <a name="l00113"></a>00113 <span class="comment">* Declare Global variables </span>
114 <a name="l00114"></a>00114 <span class="comment">* ------------------------------------------------------------------- */</span>
115 <a name="l00115"></a><a class="code" href="arm__variance__example__f32_8c.html#ab6558f40a619c2502fbc24c880fd4fb0">00115</a> uint32_t <a class="code" href="arm__fir__example__f32_8c.html#ab6558f40a619c2502fbc24c880fd4fb0">blockSize</a> = 32;
116 <a name="l00116"></a><a class="code" href="arm__variance__example__f32_8c.html#a26cbbfe2a7905669e8440159465050df">00116</a> <a class="code" href="arm__math_8h.html#a4611b605e45ab401f02cab15c5e38715" title="32-bit floating-point type definition.">float32_t</a> <a class="code" href="arm__variance__example__f32_8c.html#a26cbbfe2a7905669e8440159465050df">refVarianceOut</a> = 0.903941793931839;
117 <a name="l00117"></a>00117
118 <a name="l00118"></a>00118 <span class="comment">/* ----------------------------------------------------------------------</span>
119 <a name="l00119"></a>00119 <span class="comment">* Variance calculation test</span>
120 <a name="l00120"></a>00120 <span class="comment">* ------------------------------------------------------------------- */</span>
121 <a name="l00121"></a>00121
122 <a name="l00122"></a><a class="code" href="arm__variance__example__f32_8c.html#a52d2cba30e6946c95578be946ac12a65">00122</a> int32_t <a class="code" href="arm__class__marks__example__f32_8c.html#a196718f834091385d38586a0ce4009dc">main</a>(<span class="keywordtype">void</span>)
123 <a name="l00123"></a>00123 {
124 <a name="l00124"></a>00124 <a class="code" href="arm__math_8h.html#a5e459c6409dfcd2927bb8a57491d7cf6" title="Error status returned by some functions in the library.">arm_status</a> <a class="code" href="arm__dotproduct__example__f32_8c.html#a88ccb294236ab22b00310c47164c53c3">status</a>;
125 <a name="l00125"></a>00125 <a class="code" href="arm__math_8h.html#a4611b605e45ab401f02cab15c5e38715" title="32-bit floating-point type definition.">float32_t</a> <a class="code" href="arm__class__marks__example__f32_8c.html#acc9290716b3c97381ce52d14b4b01681">mean</a>, oneByBlockSize;
126 <a name="l00126"></a>00126 <a class="code" href="arm__math_8h.html#a4611b605e45ab401f02cab15c5e38715" title="32-bit floating-point type definition.">float32_t</a> variance;
127 <a name="l00127"></a>00127 <a class="code" href="arm__math_8h.html#a4611b605e45ab401f02cab15c5e38715" title="32-bit floating-point type definition.">float32_t</a> diff;
128 <a name="l00128"></a>00128
129 <a name="l00129"></a>00129 status = <a class="code" href="arm__math_8h.html#a5e459c6409dfcd2927bb8a57491d7cf6a9f8b2a10bd827fb4600e77d455902eb0">ARM_MATH_SUCCESS</a>;
130 <a name="l00130"></a>00130
131 <a name="l00131"></a>00131 <span class="comment">/* Calculation of mean value of input */</span>
132 <a name="l00132"></a>00132
133 <a name="l00133"></a>00133 <span class="comment">/* x' = 1/blockSize * (x(0)* 1 + x(1) * 1 + ... + x(n-1) * 1) */</span>
134 <a name="l00134"></a>00134
135 <a name="l00135"></a>00135 <span class="comment">/* Fill wire1 buffer with 1.0 value */</span>
136 <a name="l00136"></a>00136 <a class="code" href="group___fill.html#ga2248e8d3901b4afb7827163132baad94" title="Fills a constant value into a floating-point vector.">arm_fill_f32</a>(1.0, <a class="code" href="arm__signal__converge__example__f32_8c.html#a16e759789fbc05f878863f009066c8ea">wire1</a>, <a class="code" href="arm__fir__example__f32_8c.html#ab6558f40a619c2502fbc24c880fd4fb0">blockSize</a>);
137 <a name="l00137"></a>00137
138 <a name="l00138"></a>00138 <span class="comment">/* Calculate the dot product of wire1 and wire2 */</span>
139 <a name="l00139"></a>00139 <span class="comment">/* (x(0)* 1 + x(1) * 1 + ...+ x(n-1) * 1) */</span>
140 <a name="l00140"></a>00140 <a class="code" href="group__dot__prod.html#ga55418d4362f6ba84c327f9b4f089a8c3" title="Dot product of floating-point vectors.">arm_dot_prod_f32</a>(<a class="code" href="arm__graphic__equalizer__example__q31_8c.html#aa4699dc6ee05353c83e0be4e69f6ad05">testInput_f32</a>, <a class="code" href="arm__signal__converge__example__f32_8c.html#a16e759789fbc05f878863f009066c8ea">wire1</a>, <a class="code" href="arm__fir__example__f32_8c.html#ab6558f40a619c2502fbc24c880fd4fb0">blockSize</a>, &mean);
141 <a name="l00141"></a>00141
142 <a name="l00142"></a>00142 <span class="comment">/* Calculation of 1/blockSize */</span>
143 <a name="l00143"></a>00143 oneByBlockSize = 1.0 / (<a class="code" href="arm__fir__example__f32_8c.html#ab6558f40a619c2502fbc24c880fd4fb0">blockSize</a>);
144 <a name="l00144"></a>00144
145 <a name="l00145"></a>00145 <span class="comment">/* 1/blockSize * (x(0)* 1 + x(1) * 1 + ... + x(n-1) * 1) */</span>
146 <a name="l00146"></a>00146 <a class="code" href="group___basic_mult.html#gaca3f0b8227da431ab29225b88888aa32" title="Floating-point vector multiplication.">arm_mult_f32</a>(&mean, &oneByBlockSize, &mean, 1);
147 <a name="l00147"></a>00147
148 <a name="l00148"></a>00148
149 <a name="l00149"></a>00149 <span class="comment">/* Calculation of variance value of input */</span>
150 <a name="l00150"></a>00150
151 <a name="l00151"></a>00151 <span class="comment">/* (1/blockSize) * (x(0) - x') * (x(0) - x') + (x(1) - x') * (x(1) - x') + ... + (x(n-1) - x') * (x(n-1) - x') */</span>
152 <a name="l00152"></a>00152
153 <a name="l00153"></a>00153 <span class="comment">/* Fill wire2 with mean value x' */</span>
154 <a name="l00154"></a>00154 <a class="code" href="group___fill.html#ga2248e8d3901b4afb7827163132baad94" title="Fills a constant value into a floating-point vector.">arm_fill_f32</a>(mean, <a class="code" href="arm__signal__converge__example__f32_8c.html#a4e370163c81ae2b72cc655a6b79e4c6a">wire2</a>, <a class="code" href="arm__fir__example__f32_8c.html#ab6558f40a619c2502fbc24c880fd4fb0">blockSize</a>);
155 <a name="l00155"></a>00155
156 <a name="l00156"></a>00156 <span class="comment">/* wire3 contains (x-x') */</span>
157 <a name="l00157"></a>00157 <a class="code" href="group___basic_sub.html#ga7f975a472de286331134227c08aad826" title="Floating-point vector subtraction.">arm_sub_f32</a>(<a class="code" href="arm__graphic__equalizer__example__q31_8c.html#aa4699dc6ee05353c83e0be4e69f6ad05">testInput_f32</a>, <a class="code" href="arm__signal__converge__example__f32_8c.html#a4e370163c81ae2b72cc655a6b79e4c6a">wire2</a>, <a class="code" href="arm__signal__converge__example__f32_8c.html#a7e2cceadf6ec7f0aa0f698a680fa3a4b">wire3</a>, <a class="code" href="arm__fir__example__f32_8c.html#ab6558f40a619c2502fbc24c880fd4fb0">blockSize</a>);
158 <a name="l00158"></a>00158
159 <a name="l00159"></a>00159 <span class="comment">/* wire2 contains (x-x') */</span>
160 <a name="l00160"></a>00160 <a class="code" href="group__copy.html#gadd1f737e677e0e6ca31767c7001417b3" title="Copies the elements of a floating-point vector.">arm_copy_f32</a>(<a class="code" href="arm__signal__converge__example__f32_8c.html#a7e2cceadf6ec7f0aa0f698a680fa3a4b">wire3</a>, <a class="code" href="arm__signal__converge__example__f32_8c.html#a4e370163c81ae2b72cc655a6b79e4c6a">wire2</a>, <a class="code" href="arm__fir__example__f32_8c.html#ab6558f40a619c2502fbc24c880fd4fb0">blockSize</a>);
161 <a name="l00161"></a>00161
162 <a name="l00162"></a>00162 <span class="comment">/* (x(0) - x') * (x(0) - x') + (x(1) - x') * (x(1) - x') + ... + (x(n-1) - x') * (x(n-1) - x') */</span>
163 <a name="l00163"></a>00163 <a class="code" href="group__dot__prod.html#ga55418d4362f6ba84c327f9b4f089a8c3" title="Dot product of floating-point vectors.">arm_dot_prod_f32</a>(<a class="code" href="arm__signal__converge__example__f32_8c.html#a4e370163c81ae2b72cc655a6b79e4c6a">wire2</a>, <a class="code" href="arm__signal__converge__example__f32_8c.html#a7e2cceadf6ec7f0aa0f698a680fa3a4b">wire3</a>, <a class="code" href="arm__fir__example__f32_8c.html#ab6558f40a619c2502fbc24c880fd4fb0">blockSize</a>, &variance);
164 <a name="l00164"></a>00164
165 <a name="l00165"></a>00165 <span class="comment">/* Calculation of 1/blockSize */</span>
166 <a name="l00166"></a>00166 oneByBlockSize = 1.0 / (<a class="code" href="arm__fir__example__f32_8c.html#ab6558f40a619c2502fbc24c880fd4fb0">blockSize</a> - 1);
167 <a name="l00167"></a>00167
168 <a name="l00168"></a>00168 <span class="comment">/* Calculation of variance */</span>
169 <a name="l00169"></a>00169 <a class="code" href="group___basic_mult.html#gaca3f0b8227da431ab29225b88888aa32" title="Floating-point vector multiplication.">arm_mult_f32</a>(&variance, &oneByBlockSize, &variance, 1);
170 <a name="l00170"></a>00170
171 <a name="l00171"></a>00171 <span class="comment">/* absolute value of difference between ref and test */</span>
172 <a name="l00172"></a>00172 diff = fabsf(<a class="code" href="arm__variance__example__f32_8c.html#a26cbbfe2a7905669e8440159465050df">refVarianceOut</a> - variance);
173 <a name="l00173"></a>00173
174 <a name="l00174"></a>00174 <span class="comment">/* Comparison of variance value with reference */</span>
175 <a name="l00175"></a>00175 <span class="keywordflow">if</span>(diff > <a class="code" href="arm__variance__example__f32_8c.html#a3fd2b1bcd7ddcf506237987ad780f495">DELTA</a>)
176 <a name="l00176"></a>00176 {
177 <a name="l00177"></a>00177 status = <a class="code" href="arm__math_8h.html#a5e459c6409dfcd2927bb8a57491d7cf6a09457f2be656b35015fd6d36202fa376">ARM_MATH_TEST_FAILURE</a>;
178 <a name="l00178"></a>00178 }
179 <a name="l00179"></a>00179
180 <a name="l00180"></a>00180 <span class="keywordflow">if</span>( status != <a class="code" href="arm__math_8h.html#a5e459c6409dfcd2927bb8a57491d7cf6a9f8b2a10bd827fb4600e77d455902eb0">ARM_MATH_SUCCESS</a>)
181 <a name="l00181"></a>00181 {
182 <a name="l00182"></a>00182 <span class="keywordflow">while</span>(1);
183 <a name="l00183"></a>00183 }
184 <a name="l00184"></a>00184 }
185 <a name="l00185"></a>00185
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