tmk_core/tool/mbed/mbed-sdk/libraries/dsp/cmsis_dsp/FilteringFunctions/arm_fir_lattice_q15.c

   1 /* ----------------------------------------------------------------------
   2 * Copyright (C) 2010-2013 ARM Limited. All rights reserved.
   3 *
   4 * $Date:        17. January 2013
   5 * $Revision:    V1.4.1
   6 *
   7 * Project:          CMSIS DSP Library
   8 * Title:            arm_fir_lattice_q15.c
   9 *
  10 * Description:  Q15 FIR lattice filter processing function.
  11 *
  12 * Target Processor: Cortex-M4/Cortex-M3/Cortex-M0
  13 *
  14 * Redistribution and use in source and binary forms, with or without
  15 * modification, are permitted provided that the following conditions
  16 * are met:
  17 *   - Redistributions of source code must retain the above copyright
  18 *     notice, this list of conditions and the following disclaimer.
  19 *   - Redistributions in binary form must reproduce the above copyright
  20 *     notice, this list of conditions and the following disclaimer in
  21 *     the documentation and/or other materials provided with the
  22 *     distribution.
  23 *   - Neither the name of ARM LIMITED nor the names of its contributors
  24 *     may be used to endorse or promote products derived from this
  25 *     software without specific prior written permission.
  26 *
  27 * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
  28 * "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
  29 * LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS
  30 * FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE
  31 * COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT,
  32 * INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING,
  33 * BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
  34 * LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
  35 * CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT
  36 * LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN
  37 * ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
  38 * POSSIBILITY OF SUCH DAMAGE.
  39 * -------------------------------------------------------------------- */
  40
  41 #include "arm_math.h"
  42
  43 /**
  44  * @ingroup groupFilters
  45  */
  46
  47 /**
  48  * @addtogroup FIR_Lattice
  49  * @{
  50  */
  51
  52
  53 /**
  54  * @brief Processing function for the Q15 FIR lattice filter.
  55  * @param[in]  *S        points to an instance of the Q15 FIR lattice structure.
  56  * @param[in]  *pSrc     points to the block of input data.
  57  * @param[out] *pDst     points to the block of output data
  58  * @param[in]  blockSize number of samples to process.
  59  * @return none.
  60  */
  61
  62 void arm_fir_lattice_q15(
  63   const arm_fir_lattice_instance_q15 * S,
  64   q15_t * pSrc,
  65   q15_t * pDst,
  66   uint32_t blockSize)
  67 {
  68   q15_t *pState;                                 /* State pointer */
  69   q15_t *pCoeffs = S->pCoeffs;                   /* Coefficient pointer */
  70   q15_t *px;                                     /* temporary state pointer */
  71   q15_t *pk;                                     /* temporary coefficient pointer */
  72
  73
  74 #ifndef ARM_MATH_CM0_FAMILY
  75
  76   /* Run the below code for Cortex-M4 and Cortex-M3 */
  77
  78   q31_t fcurnt1, fnext1, gcurnt1 = 0, gnext1;    /* temporary variables for first sample in loop unrolling */
  79   q31_t fcurnt2, fnext2, gnext2;                 /* temporary variables for second sample in loop unrolling */
  80   q31_t fcurnt3, fnext3, gnext3;                 /* temporary variables for third sample in loop unrolling */
  81   q31_t fcurnt4, fnext4, gnext4;                 /* temporary variables for fourth sample in loop unrolling */
  82   uint32_t numStages = S->numStages;             /* Number of stages in the filter */
  83   uint32_t blkCnt, stageCnt;                     /* temporary variables for counts */
  84
  85   pState = &S->pState[0];
  86
  87   blkCnt = blockSize >> 2u;
  88
  89   /* First part of the processing with loop unrolling.  Compute 4 outputs at a time.
  90    ** a second loop below computes the remaining 1 to 3 samples. */
  91   while(blkCnt > 0u)
  92   {
  93
  94     /* Read two samples from input buffer */
  95     /* f0(n) = x(n) */
  96     fcurnt1 = *pSrc++;
  97     fcurnt2 = *pSrc++;
  98
  99     /* Initialize coeff pointer */
 100     pk = (pCoeffs);
 101
 102     /* Initialize state pointer */
 103     px = pState;
 104
 105     /* Read g0(n-1) from state */
 106     gcurnt1 = *px;
 107
 108     /* Process first sample for first tap */
 109     /* f1(n) = f0(n) +  K1 * g0(n-1) */
 110     fnext1 = (q31_t) ((gcurnt1 * (*pk)) >> 15u) + fcurnt1;
 111     fnext1 = __SSAT(fnext1, 16);
 112
 113     /* g1(n) = f0(n) * K1  +  g0(n-1) */
 114     gnext1 = (q31_t) ((fcurnt1 * (*pk)) >> 15u) + gcurnt1;
 115     gnext1 = __SSAT(gnext1, 16);
 116
 117     /* Process second sample for first tap */
 118     /* for sample 2 processing */
 119     fnext2 = (q31_t) ((fcurnt1 * (*pk)) >> 15u) + fcurnt2;
 120     fnext2 = __SSAT(fnext2, 16);
 121
 122     gnext2 = (q31_t) ((fcurnt2 * (*pk)) >> 15u) + fcurnt1;
 123     gnext2 = __SSAT(gnext2, 16);
 124
 125
 126     /* Read next two samples from input buffer */
 127     /* f0(n+2) = x(n+2) */
 128     fcurnt3 = *pSrc++;
 129     fcurnt4 = *pSrc++;
 130
 131     /* Copy only last input samples into the state buffer
 132        which is used for next four samples processing */
 133     *px++ = (q15_t) fcurnt4;
 134
 135     /* Process third sample for first tap */
 136     fnext3 = (q31_t) ((fcurnt2 * (*pk)) >> 15u) + fcurnt3;
 137     fnext3 = __SSAT(fnext3, 16);
 138     gnext3 = (q31_t) ((fcurnt3 * (*pk)) >> 15u) + fcurnt2;
 139     gnext3 = __SSAT(gnext3, 16);
 140
 141     /* Process fourth sample for first tap */
 142     fnext4 = (q31_t) ((fcurnt3 * (*pk)) >> 15u) + fcurnt4;
 143     fnext4 = __SSAT(fnext4, 16);
 144     gnext4 = (q31_t) ((fcurnt4 * (*pk++)) >> 15u) + fcurnt3;
 145     gnext4 = __SSAT(gnext4, 16);
 146
 147     /* Update of f values for next coefficient set processing */
 148     fcurnt1 = fnext1;
 149     fcurnt2 = fnext2;
 150     fcurnt3 = fnext3;
 151     fcurnt4 = fnext4;
 152
 153
 154     /* Loop unrolling.  Process 4 taps at a time . */
 155     stageCnt = (numStages - 1u) >> 2;
 156
 157
 158     /* Loop over the number of taps.  Unroll by a factor of 4.
 159      ** Repeat until we've computed numStages-3 coefficients. */
 160
 161     /* Process 2nd, 3rd, 4th and 5th taps ... here */
 162     while(stageCnt > 0u)
 163     {
 164       /* Read g1(n-1), g3(n-1) .... from state */
 165       gcurnt1 = *px;
 166
 167       /* save g1(n) in state buffer */
 168       *px++ = (q15_t) gnext4;
 169
 170       /* Process first sample for 2nd, 6th .. tap */
 171       /* Sample processing for K2, K6.... */
 172       /* f1(n) = f0(n) +  K1 * g0(n-1) */
 173       fnext1 = (q31_t) ((gcurnt1 * (*pk)) >> 15u) + fcurnt1;
 174       fnext1 = __SSAT(fnext1, 16);
 175
 176
 177       /* Process second sample for 2nd, 6th .. tap */
 178       /* for sample 2 processing */
 179       fnext2 = (q31_t) ((gnext1 * (*pk)) >> 15u) + fcurnt2;
 180       fnext2 = __SSAT(fnext2, 16);
 181       /* Process third sample for 2nd, 6th .. tap */
 182       fnext3 = (q31_t) ((gnext2 * (*pk)) >> 15u) + fcurnt3;
 183       fnext3 = __SSAT(fnext3, 16);
 184       /* Process fourth sample for 2nd, 6th .. tap */
 185       /* fnext4 = fcurnt4 + (*pk) * gnext3; */
 186       fnext4 = (q31_t) ((gnext3 * (*pk)) >> 15u) + fcurnt4;
 187       fnext4 = __SSAT(fnext4, 16);
 188
 189       /* g1(n) = f0(n) * K1  +  g0(n-1) */
 190       /* Calculation of state values for next stage */
 191       gnext4 = (q31_t) ((fcurnt4 * (*pk)) >> 15u) + gnext3;
 192       gnext4 = __SSAT(gnext4, 16);
 193       gnext3 = (q31_t) ((fcurnt3 * (*pk)) >> 15u) + gnext2;
 194       gnext3 = __SSAT(gnext3, 16);
 195
 196       gnext2 = (q31_t) ((fcurnt2 * (*pk)) >> 15u) + gnext1;
 197       gnext2 = __SSAT(gnext2, 16);
 198
 199       gnext1 = (q31_t) ((fcurnt1 * (*pk++)) >> 15u) + gcurnt1;
 200       gnext1 = __SSAT(gnext1, 16);
 201
 202
 203       /* Read g2(n-1), g4(n-1) .... from state */
 204       gcurnt1 = *px;
 205
 206       /* save g1(n) in state buffer */
 207       *px++ = (q15_t) gnext4;
 208
 209       /* Sample processing for K3, K7.... */
 210       /* Process first sample for 3rd, 7th .. tap */
 211       /* f3(n) = f2(n) +  K3 * g2(n-1) */
 212       fcurnt1 = (q31_t) ((gcurnt1 * (*pk)) >> 15u) + fnext1;
 213       fcurnt1 = __SSAT(fcurnt1, 16);
 214
 215       /* Process second sample for 3rd, 7th .. tap */
 216       fcurnt2 = (q31_t) ((gnext1 * (*pk)) >> 15u) + fnext2;
 217       fcurnt2 = __SSAT(fcurnt2, 16);
 218
 219       /* Process third sample for 3rd, 7th .. tap */
 220       fcurnt3 = (q31_t) ((gnext2 * (*pk)) >> 15u) + fnext3;
 221       fcurnt3 = __SSAT(fcurnt3, 16);
 222
 223       /* Process fourth sample for 3rd, 7th .. tap */
 224       fcurnt4 = (q31_t) ((gnext3 * (*pk)) >> 15u) + fnext4;
 225       fcurnt4 = __SSAT(fcurnt4, 16);
 226
 227       /* Calculation of state values for next stage */
 228       /* g3(n) = f2(n) * K3  +  g2(n-1) */
 229       gnext4 = (q31_t) ((fnext4 * (*pk)) >> 15u) + gnext3;
 230       gnext4 = __SSAT(gnext4, 16);
 231
 232       gnext3 = (q31_t) ((fnext3 * (*pk)) >> 15u) + gnext2;
 233       gnext3 = __SSAT(gnext3, 16);
 234
 235       gnext2 = (q31_t) ((fnext2 * (*pk)) >> 15u) + gnext1;
 236       gnext2 = __SSAT(gnext2, 16);
 237
 238       gnext1 = (q31_t) ((fnext1 * (*pk++)) >> 15u) + gcurnt1;
 239       gnext1 = __SSAT(gnext1, 16);
 240
 241       /* Read g1(n-1), g3(n-1) .... from state */
 242       gcurnt1 = *px;
 243
 244       /* save g1(n) in state buffer */
 245       *px++ = (q15_t) gnext4;
 246
 247       /* Sample processing for K4, K8.... */
 248       /* Process first sample for 4th, 8th .. tap */
 249       /* f4(n) = f3(n) +  K4 * g3(n-1) */
 250       fnext1 = (q31_t) ((gcurnt1 * (*pk)) >> 15u) + fcurnt1;
 251       fnext1 = __SSAT(fnext1, 16);
 252
 253       /* Process second sample for 4th, 8th .. tap */
 254       /* for sample 2 processing */
 255       fnext2 = (q31_t) ((gnext1 * (*pk)) >> 15u) + fcurnt2;
 256       fnext2 = __SSAT(fnext2, 16);
 257
 258       /* Process third sample for 4th, 8th .. tap */
 259       fnext3 = (q31_t) ((gnext2 * (*pk)) >> 15u) + fcurnt3;
 260       fnext3 = __SSAT(fnext3, 16);
 261
 262       /* Process fourth sample for 4th, 8th .. tap */
 263       fnext4 = (q31_t) ((gnext3 * (*pk)) >> 15u) + fcurnt4;
 264       fnext4 = __SSAT(fnext4, 16);
 265
 266       /* g4(n) = f3(n) * K4  +  g3(n-1) */
 267       /* Calculation of state values for next stage */
 268       gnext4 = (q31_t) ((fcurnt4 * (*pk)) >> 15u) + gnext3;
 269       gnext4 = __SSAT(gnext4, 16);
 270
 271       gnext3 = (q31_t) ((fcurnt3 * (*pk)) >> 15u) + gnext2;
 272       gnext3 = __SSAT(gnext3, 16);
 273
 274       gnext2 = (q31_t) ((fcurnt2 * (*pk)) >> 15u) + gnext1;
 275       gnext2 = __SSAT(gnext2, 16);
 276       gnext1 = (q31_t) ((fcurnt1 * (*pk++)) >> 15u) + gcurnt1;
 277       gnext1 = __SSAT(gnext1, 16);
 278
 279
 280       /* Read g2(n-1), g4(n-1) .... from state */
 281       gcurnt1 = *px;
 282
 283       /* save g4(n) in state buffer */
 284       *px++ = (q15_t) gnext4;
 285
 286       /* Sample processing for K5, K9.... */
 287       /* Process first sample for 5th, 9th .. tap */
 288       /* f5(n) = f4(n) +  K5 * g4(n-1) */
 289       fcurnt1 = (q31_t) ((gcurnt1 * (*pk)) >> 15u) + fnext1;
 290       fcurnt1 = __SSAT(fcurnt1, 16);
 291
 292       /* Process second sample for 5th, 9th .. tap */
 293       fcurnt2 = (q31_t) ((gnext1 * (*pk)) >> 15u) + fnext2;
 294       fcurnt2 = __SSAT(fcurnt2, 16);
 295
 296       /* Process third sample for 5th, 9th .. tap */
 297       fcurnt3 = (q31_t) ((gnext2 * (*pk)) >> 15u) + fnext3;
 298       fcurnt3 = __SSAT(fcurnt3, 16);
 299
 300       /* Process fourth sample for 5th, 9th .. tap */
 301       fcurnt4 = (q31_t) ((gnext3 * (*pk)) >> 15u) + fnext4;
 302       fcurnt4 = __SSAT(fcurnt4, 16);
 303
 304       /* Calculation of state values for next stage */
 305       /* g5(n) = f4(n) * K5  +  g4(n-1) */
 306       gnext4 = (q31_t) ((fnext4 * (*pk)) >> 15u) + gnext3;
 307       gnext4 = __SSAT(gnext4, 16);
 308       gnext3 = (q31_t) ((fnext3 * (*pk)) >> 15u) + gnext2;
 309       gnext3 = __SSAT(gnext3, 16);
 310       gnext2 = (q31_t) ((fnext2 * (*pk)) >> 15u) + gnext1;
 311       gnext2 = __SSAT(gnext2, 16);
 312       gnext1 = (q31_t) ((fnext1 * (*pk++)) >> 15u) + gcurnt1;
 313       gnext1 = __SSAT(gnext1, 16);
 314
 315       stageCnt--;
 316     }
 317
 318     /* If the (filter length -1) is not a multiple of 4, compute the remaining filter taps */
 319     stageCnt = (numStages - 1u) % 0x4u;
 320
 321     while(stageCnt > 0u)
 322     {
 323       gcurnt1 = *px;
 324
 325       /* save g value in state buffer */
 326       *px++ = (q15_t) gnext4;
 327
 328       /* Process four samples for last three taps here */
 329       fnext1 = (q31_t) ((gcurnt1 * (*pk)) >> 15u) + fcurnt1;
 330       fnext1 = __SSAT(fnext1, 16);
 331       fnext2 = (q31_t) ((gnext1 * (*pk)) >> 15u) + fcurnt2;
 332       fnext2 = __SSAT(fnext2, 16);
 333
 334       fnext3 = (q31_t) ((gnext2 * (*pk)) >> 15u) + fcurnt3;
 335       fnext3 = __SSAT(fnext3, 16);
 336
 337       fnext4 = (q31_t) ((gnext3 * (*pk)) >> 15u) + fcurnt4;
 338       fnext4 = __SSAT(fnext4, 16);
 339
 340       /* g1(n) = f0(n) * K1  +  g0(n-1) */
 341       gnext4 = (q31_t) ((fcurnt4 * (*pk)) >> 15u) + gnext3;
 342       gnext4 = __SSAT(gnext4, 16);
 343       gnext3 = (q31_t) ((fcurnt3 * (*pk)) >> 15u) + gnext2;
 344       gnext3 = __SSAT(gnext3, 16);
 345       gnext2 = (q31_t) ((fcurnt2 * (*pk)) >> 15u) + gnext1;
 346       gnext2 = __SSAT(gnext2, 16);
 347       gnext1 = (q31_t) ((fcurnt1 * (*pk++)) >> 15u) + gcurnt1;
 348       gnext1 = __SSAT(gnext1, 16);
 349
 350       /* Update of f values for next coefficient set processing */
 351       fcurnt1 = fnext1;
 352       fcurnt2 = fnext2;
 353       fcurnt3 = fnext3;
 354       fcurnt4 = fnext4;
 355
 356       stageCnt--;
 357
 358     }
 359
 360     /* The results in the 4 accumulators, store in the destination buffer. */
 361     /* y(n) = fN(n) */
 362
 363 #ifndef  ARM_MATH_BIG_ENDIAN
 364
 365     *__SIMD32(pDst)++ = __PKHBT(fcurnt1, fcurnt2, 16);
 366     *__SIMD32(pDst)++ = __PKHBT(fcurnt3, fcurnt4, 16);
 367
 368 #else
 369
 370     *__SIMD32(pDst)++ = __PKHBT(fcurnt2, fcurnt1, 16);
 371     *__SIMD32(pDst)++ = __PKHBT(fcurnt4, fcurnt3, 16);
 372
 373 #endif /*      #ifndef  ARM_MATH_BIG_ENDIAN    */
 374
 375     blkCnt--;
 376   }
 377
 378   /* If the blockSize is not a multiple of 4, compute any remaining output samples here.
 379    ** No loop unrolling is used. */
 380   blkCnt = blockSize % 0x4u;
 381
 382   while(blkCnt > 0u)
 383   {
 384     /* f0(n) = x(n) */
 385     fcurnt1 = *pSrc++;
 386
 387     /* Initialize coeff pointer */
 388     pk = (pCoeffs);
 389
 390     /* Initialize state pointer */
 391     px = pState;
 392
 393     /* read g2(n) from state buffer */
 394     gcurnt1 = *px;
 395
 396     /* for sample 1 processing */
 397     /* f1(n) = f0(n) +  K1 * g0(n-1) */
 398     fnext1 = (((q31_t) gcurnt1 * (*pk)) >> 15u) + fcurnt1;
 399     fnext1 = __SSAT(fnext1, 16);
 400
 401
 402     /* g1(n) = f0(n) * K1  +  g0(n-1) */
 403     gnext1 = (((q31_t) fcurnt1 * (*pk++)) >> 15u) + gcurnt1;
 404     gnext1 = __SSAT(gnext1, 16);
 405
 406     /* save g1(n) in state buffer */
 407     *px++ = (q15_t) fcurnt1;
 408
 409     /* f1(n) is saved in fcurnt1
 410        for next stage processing */
 411     fcurnt1 = fnext1;
 412
 413     stageCnt = (numStages - 1u);
 414
 415     /* stage loop */
 416     while(stageCnt > 0u)
 417     {
 418       /* read g2(n) from state buffer */
 419       gcurnt1 = *px;
 420
 421       /* save g1(n) in state buffer */
 422       *px++ = (q15_t) gnext1;
 423
 424       /* Sample processing for K2, K3.... */
 425       /* f2(n) = f1(n) +  K2 * g1(n-1) */
 426       fnext1 = (((q31_t) gcurnt1 * (*pk)) >> 15u) + fcurnt1;
 427       fnext1 = __SSAT(fnext1, 16);
 428
 429       /* g2(n) = f1(n) * K2  +  g1(n-1) */
 430       gnext1 = (((q31_t) fcurnt1 * (*pk++)) >> 15u) + gcurnt1;
 431       gnext1 = __SSAT(gnext1, 16);
 432
 433
 434       /* f1(n) is saved in fcurnt1
 435          for next stage processing */
 436       fcurnt1 = fnext1;
 437
 438       stageCnt--;
 439
 440     }
 441
 442     /* y(n) = fN(n) */
 443     *pDst++ = __SSAT(fcurnt1, 16);
 444
 445
 446     blkCnt--;
 447
 448   }
 449
 450 #else
 451
 452   /* Run the below code for Cortex-M0 */
 453
 454   q31_t fcurnt, fnext, gcurnt, gnext;            /* temporary variables */
 455   uint32_t numStages = S->numStages;             /* Length of the filter */
 456   uint32_t blkCnt, stageCnt;                     /* temporary variables for counts */
 457
 458   pState = &S->pState[0];
 459
 460   blkCnt = blockSize;
 461
 462   while(blkCnt > 0u)
 463   {
 464     /* f0(n) = x(n) */
 465     fcurnt = *pSrc++;
 466
 467     /* Initialize coeff pointer */
 468     pk = (pCoeffs);
 469
 470     /* Initialize state pointer */
 471     px = pState;
 472
 473     /* read g0(n-1) from state buffer */
 474     gcurnt = *px;
 475
 476     /* for sample 1 processing */
 477     /* f1(n) = f0(n) +  K1 * g0(n-1) */
 478     fnext = ((gcurnt * (*pk)) >> 15u) + fcurnt;
 479     fnext = __SSAT(fnext, 16);
 480
 481
 482     /* g1(n) = f0(n) * K1  +  g0(n-1) */
 483     gnext = ((fcurnt * (*pk++)) >> 15u) + gcurnt;
 484     gnext = __SSAT(gnext, 16);
 485
 486     /* save f0(n) in state buffer */
 487     *px++ = (q15_t) fcurnt;
 488
 489     /* f1(n) is saved in fcurnt
 490        for next stage processing */
 491     fcurnt = fnext;
 492
 493     stageCnt = (numStages - 1u);
 494
 495     /* stage loop */
 496     while(stageCnt > 0u)
 497     {
 498       /* read g1(n-1) from state buffer */
 499       gcurnt = *px;
 500
 501       /* save g0(n-1) in state buffer */
 502       *px++ = (q15_t) gnext;
 503
 504       /* Sample processing for K2, K3.... */
 505       /* f2(n) = f1(n) +  K2 * g1(n-1) */
 506       fnext = ((gcurnt * (*pk)) >> 15u) + fcurnt;
 507       fnext = __SSAT(fnext, 16);
 508
 509       /* g2(n) = f1(n) * K2  +  g1(n-1) */
 510       gnext = ((fcurnt * (*pk++)) >> 15u) + gcurnt;
 511       gnext = __SSAT(gnext, 16);
 512
 513
 514       /* f1(n) is saved in fcurnt
 515          for next stage processing */
 516       fcurnt = fnext;
 517
 518       stageCnt--;
 519
 520     }
 521
 522     /* y(n) = fN(n) */
 523     *pDst++ = __SSAT(fcurnt, 16);
 524
 525
 526     blkCnt--;
 527
 528   }
 529
 530 #endif /*   #ifndef ARM_MATH_CM0_FAMILY */
 531
 532 }
 533
 534 /**
 535  * @} end of FIR_Lattice group
 536  */