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arm_linear_interp_example_f32_8c-example.html

arm_linear_interp_example_f32_8c-example.html 25 KB
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  111. <div class="title">arm_linear_interp_example_f32.c</div>  </div>
    112. 

  112. </div><!--header-->
    113. 

  113. <div class="contents">
    114. 

  114. <div class="fragment"><div class="line"><span class="comment">/* ----------------------------------------------------------------------</span></div>
    115. 

  115. <div class="line"><span class="comment">* Copyright (C) 2010-2020 ARM Limited. All rights reserved.</span></div>
    116. 

  116. <div class="line"><span class="comment">*</span></div>
    117. 

  117. <div class="line"><span class="comment">* $Date:         23. March 2020</span></div>
    118. 

  118. <div class="line"><span class="comment">* $Revision:     V1.7.0</span></div>
    119. 

  119. <div class="line"><span class="comment">*</span></div>
    120. 

  120. <div class="line"><span class="comment">* Project:       CMSIS DSP Library</span></div>
    121. 

  121. <div class="line"><span class="comment">* Title:         arm_linear_interp_example_f32.c</span></div>
    122. 

  122. <div class="line"><span class="comment">*</span></div>
    123. 

  123. <div class="line"><span class="comment">* Description:   Example code demonstrating usage of sin function</span></div>
    124. 

  124. <div class="line"><span class="comment">*                and uses linear interpolation to get higher precision</span></div>
    125. 

  125. <div class="line"><span class="comment">*</span></div>
    126. 

  126. <div class="line"><span class="comment">* Target Processor: Cortex-M55/Cortex-M7/Cortex-M4/Cortex-M3/Cortex-M0</span></div>
    127. 

  127. <div class="line"><span class="comment">*</span></div>
    128. 

  128. <div class="line"><span class="comment">* Redistribution and use in source and binary forms, with or without</span></div>
    129. 

  129. <div class="line"><span class="comment">* modification, are permitted provided that the following conditions</span></div>
    130. 

  130. <div class="line"><span class="comment">* are met:</span></div>
    131. 

  131. <div class="line"><span class="comment">*   - Redistributions of source code must retain the above copyright</span></div>
    132. 

  132. <div class="line"><span class="comment">*     notice, this list of conditions and the following disclaimer.</span></div>
    133. 

  133. <div class="line"><span class="comment">*   - Redistributions in binary form must reproduce the above copyright</span></div>
    134. 

  134. <div class="line"><span class="comment">*     notice, this list of conditions and the following disclaimer in</span></div>
    135. 

  135. <div class="line"><span class="comment">*     the documentation and/or other materials provided with the</span></div>
    136. 

  136. <div class="line"><span class="comment">*     distribution.</span></div>
    137. 

  137. <div class="line"><span class="comment">*   - Neither the name of ARM LIMITED nor the names of its contributors</span></div>
    138. 

  138. <div class="line"><span class="comment">*     may be used to endorse or promote products derived from this</span></div>
    139. 

  139. <div class="line"><span class="comment">*     software without specific prior written permission.</span></div>
    140. 

  140. <div class="line"><span class="comment">*</span></div>
    141. 

  141. <div class="line"><span class="comment">* THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS</span></div>
    142. 

  142. <div class="line"><span class="comment">* &quot;AS IS&quot; AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT</span></div>
    143. 

  143. <div class="line"><span class="comment">* LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS</span></div>
    144. 

  144. <div class="line"><span class="comment">* FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE</span></div>
    145. 

  145. <div class="line"><span class="comment">* COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT,</span></div>
    146. 

  146. <div class="line"><span class="comment">* INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING,</span></div>
    147. 

  147. <div class="line"><span class="comment">* BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;</span></div>
    148. 

  148. <div class="line"><span class="comment">* LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER</span></div>
    149. 

  149. <div class="line"><span class="comment">* CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT</span></div>
    150. 

  150. <div class="line"><span class="comment">* LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN</span></div>
    151. 

  151. <div class="line"><span class="comment">* ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE</span></div>
    152. 

  152. <div class="line"><span class="comment">* POSSIBILITY OF SUCH DAMAGE.</span></div>
    153. 

  153. <div class="line"><span class="comment"> * -------------------------------------------------------------------- */</span></div>
    154. 

  154. <div class="line"></div>
    155. 

  155. <div class="line"></div>
    156. 

  156. <div class="line"><span class="preprocessor">#include &quot;<a class="code" href="arm__math_8h.html">arm_math.h</a>&quot;</span></div>
    157. 

  157. <div class="line"><span class="preprocessor">#include &quot;math_helper.h&quot;</span></div>
    158. 

  158. <div class="line"></div>
    159. 

  159. <div class="line"><span class="preprocessor">#if defined(SEMIHOSTING)</span></div>
    160. 

  160. <div class="line"><span class="preprocessor"></span><span class="preprocessor">#include &lt;stdio.h&gt;</span></div>
    161. 

  161. <div class="line"><span class="preprocessor">#endif</span></div>
    162. 

  162. <div class="line"><span class="preprocessor"></span></div>
    163. 

  163. <div class="line"><span class="preprocessor">#define SNR_THRESHOLD           90</span></div>
    164. 

  164. <div class="line"><span class="preprocessor"></span><span class="preprocessor">#define TEST_LENGTH_SAMPLES     10</span></div>
    165. 

  165. <div class="line"><span class="preprocessor"></span><span class="preprocessor">#define XSPACING               (0.005f)</span></div>
    166. 

  166. <div class="line"><span class="preprocessor"></span></div>
    167. 

  167. <div class="line"><span class="comment">/* ----------------------------------------------------------------------</span></div>
    168. 

  168. <div class="line"><span class="comment">* Test input data for F32 SIN function</span></div>
    169. 

  169. <div class="line"><span class="comment">* Generated by the MATLAB rand() function</span></div>
    170. 

  170. <div class="line"><span class="comment">* randn(&#39;state&#39;, 0)</span></div>
    171. 

  171. <div class="line"><span class="comment">* xi = (((1/4.18318581819710)* randn(blockSize, 1) * 2* pi));</span></div>
    172. 

  172. <div class="line"><span class="comment">* --------------------------------------------------------------------*/</span></div>
    173. 

  173. <div class="line"><a class="code" href="arm__math_8h.html#a4611b605e45ab401f02cab15c5e38715">float32_t</a> <a name="a0"></a><a class="code" href="arm__linear__interp__example__f32_8c.html#a4be0c4d25e63ce04b8cc8ad070805287">testInputSin_f32</a>[<a name="a1"></a><a class="code" href="arm__linear__interp__example__f32_8c.html#abc004a7fade488e72310fd96c0a101dc">TEST_LENGTH_SAMPLES</a>] =</div>
    174. 

  174. <div class="line">{</div>
    175. 

  175. <div class="line">   -0.649716504673081170, -2.501723745497831200,</div>
    176. 

  176. <div class="line">    0.188250329003310100,  0.432092748487532540,</div>
    177. 

  177. <div class="line">   -1.722010988459680800,  1.788766476323060600,</div>
    178. 

  178. <div class="line">    1.786136060975809500, -0.056525543169408797,</div>
    179. 

  179. <div class="line">    0.491596272728153760,  0.262309671126153390</div>
    180. 

  180. <div class="line">};</div>
    181. 

  181. <div class="line"></div>
    182. 

  182. <div class="line"><span class="comment">/*------------------------------------------------------------------------------</span></div>
    183. 

  183. <div class="line"><span class="comment">*  Reference out of SIN F32 function for Block Size = 10</span></div>
    184. 

  184. <div class="line"><span class="comment">*  Calculated from sin(testInputSin_f32)</span></div>
    185. 

  185. <div class="line"><span class="comment">*------------------------------------------------------------------------------*/</span></div>
    186. 

  186. <div class="line"><a class="code" href="arm__math_8h.html#a4611b605e45ab401f02cab15c5e38715">float32_t</a> <a name="a2"></a><a class="code" href="arm__linear__interp__example__f32_8c.html#a5a33218d422603f3e5267b6984bdddd1">testRefSinOutput32_f32</a>[<a class="code" href="arm__linear__interp__example__f32_8c.html#abc004a7fade488e72310fd96c0a101dc">TEST_LENGTH_SAMPLES</a>] =</div>
    187. 

  187. <div class="line">{</div>
    188. 

  188. <div class="line">   -0.604960695383043530, -0.597090287967934840,</div>
    189. 

  189. <div class="line">    0.187140422442966500,  0.418772124875992690,</div>
    190. 

  190. <div class="line">   -0.988588831792106880,  0.976338412038794010,</div>
    191. 

  191. <div class="line">    0.976903856413481100, -0.056495446835214236,</div>
    192. 

  192. <div class="line">    0.472033731854734240,  0.259311907228582830</div>
    193. 

  193. <div class="line">};</div>
    194. 

  194. <div class="line"></div>
    195. 

  195. <div class="line"><span class="comment">/*------------------------------------------------------------------------------</span></div>
    196. 

  196. <div class="line"><span class="comment">*  Method 1: Test out Buffer Calculated from Cubic Interpolation</span></div>
    197. 

  197. <div class="line"><span class="comment">*------------------------------------------------------------------------------*/</span></div>
    198. 

  198. <div class="line"><a class="code" href="arm__math_8h.html#a4611b605e45ab401f02cab15c5e38715">float32_t</a> <a name="a3"></a><a class="code" href="arm__linear__interp__example__f32_8c.html#afd4d61aad5f35a4e42d580004e2f9a1d">testOutput</a>[<a class="code" href="arm__linear__interp__example__f32_8c.html#abc004a7fade488e72310fd96c0a101dc">TEST_LENGTH_SAMPLES</a>];</div>
    199. 

  199. <div class="line"></div>
    200. 

  200. <div class="line"><span class="comment">/*------------------------------------------------------------------------------</span></div>
    201. 

  201. <div class="line"><span class="comment">*  Method 2: Test out buffer Calculated from Linear Interpolation</span></div>
    202. 

  202. <div class="line"><span class="comment">*------------------------------------------------------------------------------*/</span></div>
    203. 

  203. <div class="line"><a class="code" href="arm__math_8h.html#a4611b605e45ab401f02cab15c5e38715">float32_t</a> <a name="a4"></a><a class="code" href="arm__linear__interp__example__f32_8c.html#a8ca7d0ad6e04efed464bcaacedacf925">testLinIntOutput</a>[<a class="code" href="arm__linear__interp__example__f32_8c.html#abc004a7fade488e72310fd96c0a101dc">TEST_LENGTH_SAMPLES</a>];</div>
    204. 

  204. <div class="line"></div>
    205. 

  205. <div class="line"><span class="comment">/*------------------------------------------------------------------------------</span></div>
    206. 

  206. <div class="line"><span class="comment">*  External table used for linear interpolation</span></div>
    207. 

  207. <div class="line"><span class="comment">*------------------------------------------------------------------------------*/</span></div>
    208. 

  208. <div class="line"><span class="keyword">extern</span> <span class="keyword">const</span> <span class="keywordtype">float</span> <a name="a5"></a><a class="code" href="arm__linear__interp__example__f32_8c.html#ab01b60c3faca4a492739bea167cbeb84">arm_linear_interep_table</a>[1884];</div>
    209. 

  209. <div class="line"></div>
    210. 

  210. <div class="line"><span class="comment">/* ----------------------------------------------------------------------</span></div>
    211. 

  211. <div class="line"><span class="comment">* Global Variables for caluclating SNR&#39;s for Method1 &amp; Method 2</span></div>
    212. 

  212. <div class="line"><span class="comment">* ------------------------------------------------------------------- */</span></div>
    213. 

  213. <div class="line"><a class="code" href="arm__math_8h.html#a4611b605e45ab401f02cab15c5e38715">float32_t</a> <a name="a6"></a><a class="code" href="arm__linear__interp__example__f32_8c.html#ad492c21cf2dd4e9199ae46c77f812cbc">snr1</a>;</div>
    214. 

  214. <div class="line"><a class="code" href="arm__math_8h.html#a4611b605e45ab401f02cab15c5e38715">float32_t</a> <a name="a7"></a><a class="code" href="arm__linear__interp__example__f32_8c.html#a269948ab25f230d33e3f22eab85aa1cf">snr2</a>;</div>
    215. 

  215. <div class="line"></div>
    216. 

  216. <div class="line"><span class="comment">/* ----------------------------------------------------------------------------</span></div>
    217. 

  217. <div class="line"><span class="comment">* Calculation of Sine values from Cubic Interpolation and Linear interpolation</span></div>
    218. 

  218. <div class="line"><span class="comment">* ---------------------------------------------------------------------------- */</span></div>
    219. 

  219. <div class="line">int32_t <a name="a8"></a><a class="code" href="arm__linear__interp__example__f32_8c.html#a52d2cba30e6946c95578be946ac12a65">main</a>(<span class="keywordtype">void</span>)</div>
    220. 

  220. <div class="line">{</div>
    221. 

  221. <div class="line">  uint32_t i;</div>
    222. 

  222. <div class="line">  <a class="code" href="arm__math_8h.html#a5e459c6409dfcd2927bb8a57491d7cf6">arm_status</a> <a name="a9"></a><a class="code" href="arm__dotproduct__example__f32_8c.html#a88ccb294236ab22b00310c47164c53c3">status</a>;</div>
    223. 

  223. <div class="line"></div>
    224. 

  224. <div class="line">  <a name="_a10"></a><a class="code" href="structarm__linear__interp__instance__f32.html">arm_linear_interp_instance_f32</a> <a name="a11"></a><a class="code" href="arm__bayes__example__f32_8c.html#ad5af783c9e1eb1514dec0a59dac35eb7">S</a> = {1884, -3.141592653589793238, <a name="a12"></a><a class="code" href="arm__linear__interp__example__f32_8c.html#a0ecae49cebd837aac53411c8f877503d">XSPACING</a>, (<span class="keywordtype">float</span>*)&amp;<a class="code" href="arm__linear__interp__example__f32_8c.html#ab01b60c3faca4a492739bea167cbeb84">arm_linear_interep_table</a>[0]};</div>
    225. 

  225. <div class="line"></div>
    226. 

  226. <div class="line">  <span class="comment">/*------------------------------------------------------------------------------</span></div>
    227. 

  227. <div class="line"><span class="comment">  *  Method 1: Test out Calculated from Cubic Interpolation</span></div>
    228. 

  228. <div class="line"><span class="comment">  *------------------------------------------------------------------------------*/</span></div>
    229. 

  229. <div class="line">  <span class="keywordflow">for</span>(i=0; i&lt; <a class="code" href="arm__linear__interp__example__f32_8c.html#abc004a7fade488e72310fd96c0a101dc">TEST_LENGTH_SAMPLES</a>; i++)</div>
    230. 

  230. <div class="line">  {</div>
    231. 

  231. <div class="line">    <a class="code" href="arm__linear__interp__example__f32_8c.html#afd4d61aad5f35a4e42d580004e2f9a1d">testOutput</a>[i] = <a name="a13"></a><a class="code" href="group__sin.html#gae164899c4a3fc0e946dc5d55555fe541">arm_sin_f32</a>(<a class="code" href="arm__linear__interp__example__f32_8c.html#a4be0c4d25e63ce04b8cc8ad070805287">testInputSin_f32</a>[i]);</div>
    232. 

  232. <div class="line">  }</div>
    233. 

  233. <div class="line"></div>
    234. 

  234. <div class="line">  <span class="comment">/*------------------------------------------------------------------------------</span></div>
    235. 

  235. <div class="line"><span class="comment">  *  Method 2: Test out Calculated from Cubic Interpolation and Linear interpolation</span></div>
    236. 

  236. <div class="line"><span class="comment">  *------------------------------------------------------------------------------*/</span></div>
    237. 

  237. <div class="line"></div>
    238. 

  238. <div class="line">  <span class="keywordflow">for</span>(i=0; i&lt; <a class="code" href="arm__linear__interp__example__f32_8c.html#abc004a7fade488e72310fd96c0a101dc">TEST_LENGTH_SAMPLES</a>; i++)</div>
    239. 

  239. <div class="line">  {</div>
    240. 

  240. <div class="line">      <a class="code" href="arm__linear__interp__example__f32_8c.html#a8ca7d0ad6e04efed464bcaacedacf925">testLinIntOutput</a>[i] = <a name="a14"></a><a class="code" href="group__LinearInterpolate.html#ga5335f60532bab8cee1e7c22f76a41805">arm_linear_interp_f32</a>(&amp;S, <a class="code" href="arm__linear__interp__example__f32_8c.html#a4be0c4d25e63ce04b8cc8ad070805287">testInputSin_f32</a>[i]);</div>
    241. 

  241. <div class="line">  }</div>
    242. 

  242. <div class="line"></div>
    243. 

  243. <div class="line">  <span class="comment">/*------------------------------------------------------------------------------</span></div>
    244. 

  244. <div class="line"><span class="comment">  *            SNR calculation for method 1</span></div>
    245. 

  245. <div class="line"><span class="comment">  *------------------------------------------------------------------------------*/</span></div>
    246. 

  246. <div class="line">  <a class="code" href="arm__linear__interp__example__f32_8c.html#ad492c21cf2dd4e9199ae46c77f812cbc">snr1</a> = <a name="a15"></a><a class="code" href="arm__convolution__example_2math__helper_8c.html#aeea2952e70a1040a6efa555564bbeeab">arm_snr_f32</a>(<a class="code" href="arm__linear__interp__example__f32_8c.html#a5a33218d422603f3e5267b6984bdddd1">testRefSinOutput32_f32</a>, <a class="code" href="arm__linear__interp__example__f32_8c.html#afd4d61aad5f35a4e42d580004e2f9a1d">testOutput</a>, 2);</div>
    247. 

  247. <div class="line"></div>
    248. 

  248. <div class="line">  <span class="comment">/*------------------------------------------------------------------------------</span></div>
    249. 

  249. <div class="line"><span class="comment">  *            SNR calculation for method 2</span></div>
    250. 

  250. <div class="line"><span class="comment">  *------------------------------------------------------------------------------*/</span></div>
    251. 

  251. <div class="line">  <a class="code" href="arm__linear__interp__example__f32_8c.html#a269948ab25f230d33e3f22eab85aa1cf">snr2</a> = <a class="code" href="arm__convolution__example_2math__helper_8c.html#aeea2952e70a1040a6efa555564bbeeab">arm_snr_f32</a>(<a class="code" href="arm__linear__interp__example__f32_8c.html#a5a33218d422603f3e5267b6984bdddd1">testRefSinOutput32_f32</a>, <a class="code" href="arm__linear__interp__example__f32_8c.html#a8ca7d0ad6e04efed464bcaacedacf925">testLinIntOutput</a>, 2);</div>
    252. 

  252. <div class="line"></div>
    253. 

  253. <div class="line">  <span class="comment">/*------------------------------------------------------------------------------</span></div>
    254. 

  254. <div class="line"><span class="comment">  *            Initialise status depending on SNR calculations</span></div>
    255. 

  255. <div class="line"><span class="comment">  *------------------------------------------------------------------------------*/</span></div>
    256. 

  256. <div class="line">  status = (<a class="code" href="arm__linear__interp__example__f32_8c.html#a269948ab25f230d33e3f22eab85aa1cf">snr2</a> &lt;= <a class="code" href="arm__linear__interp__example__f32_8c.html#ad492c21cf2dd4e9199ae46c77f812cbc">snr1</a>) ? <a name="a16"></a><a class="code" href="arm__math_8h.html#a5e459c6409dfcd2927bb8a57491d7cf6a09457f2be656b35015fd6d36202fa376">ARM_MATH_TEST_FAILURE</a> : <a name="a17"></a><a class="code" href="arm__math_8h.html#a5e459c6409dfcd2927bb8a57491d7cf6a9f8b2a10bd827fb4600e77d455902eb0">ARM_MATH_SUCCESS</a>;</div>
    257. 

  257. <div class="line"></div>
    258. 

  258. <div class="line">  <span class="keywordflow">if</span> (status != <a class="code" href="arm__math_8h.html#a5e459c6409dfcd2927bb8a57491d7cf6a9f8b2a10bd827fb4600e77d455902eb0">ARM_MATH_SUCCESS</a>)</div>
    259. 

  259. <div class="line">  {</div>
    260. 

  260. <div class="line"><span class="preprocessor">#if defined (SEMIHOSTING)</span></div>
    261. 

  261. <div class="line"><span class="preprocessor"></span>    printf(<span class="stringliteral">&quot;FAILURE\n&quot;</span>);</div>
    262. 

  262. <div class="line"><span class="preprocessor">#else</span></div>
    263. 

  263. <div class="line"><span class="preprocessor"></span>    <span class="keywordflow">while</span> (1);                             <span class="comment">/* main function does not return */</span></div>
    264. 

  264. <div class="line"><span class="preprocessor">#endif</span></div>
    265. 

  265. <div class="line"><span class="preprocessor"></span>  }</div>
    266. 

  266. <div class="line">  <span class="keywordflow">else</span></div>
    267. 

  267. <div class="line">  {</div>
    268. 

  268. <div class="line"><span class="preprocessor">#if defined (SEMIHOSTING)</span></div>
    269. 

  269. <div class="line"><span class="preprocessor"></span>    printf(<span class="stringliteral">&quot;SUCCESS\n&quot;</span>);</div>
    270. 

  270. <div class="line"><span class="preprocessor">#else</span></div>
    271. 

  271. <div class="line"><span class="preprocessor"></span>    <span class="keywordflow">while</span> (1);                             <span class="comment">/* main function does not return */</span></div>
    272. 

  272. <div class="line"><span class="preprocessor">#endif</span></div>
    273. 

  273. <div class="line"><span class="preprocessor"></span>  }</div>
    274. 

  274. <div class="line"></div>
    275. 

  275. <div class="line">}</div>
    276. 

  276. <div class="line"></div>
    277. 

  277. </div><!-- fragment --> </div><!-- contents -->
    278. 

  278. </div><!-- doc-content -->
    279. 

  279. <!-- start footer part -->
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  282.     <li class="footer">Generated on Thu Apr 9 2020 15:49:21 for CMSIS-DSP Version 1.8.0 by Arm Ltd. All rights reserved.
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