/** ****************************************************************************** * @addtogroup OpenPilot Math Utilities * @{ * @addtogroup Butterworth low pass filter * @{ * * @file butterworth.c * @author The OpenPilot Team, http://www.openpilot.org Copyright (C) 2014. * @brief Direct form two of a second order Butterworth low pass filter * * @see The GNU Public License (GPL) Version 3 * *****************************************************************************/ /* * This program is free software; you can redistribute it and/or modify * it under the terms of the GNU General Public License as published by * the Free Software Foundation; either version 3 of the License, or * (at your option) any later version. * * This program is distributed in the hope that it will be useful, but * WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY * or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License * for more details. * * You should have received a copy of the GNU General Public License along * with this program; if not, write to the Free Software Foundation, Inc., * 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA */ #include "openpilot.h" #include "math.h" #include "butterworth.h" /** * Initialization function for coefficients of a second order Butterworth biquadratic filter in direct from 2. * Note that b1 = 2 * b0 and b2 = b0 is use here and in the sequel. * @param[in] ff Cut-off frequency ratio * @param[out] filterPtr Pointer to filter coefficients * @returns Nothing */ void InitButterWorthDF2Filter(const float ff, struct ButterWorthDF2Filter *filterPtr) { const float ita = 1.0f / tanf(M_PI_F * ff); const float b0 = 1.0f / (1.0f + M_SQRT2_F * ita + ita * ita); const float a1 = 2.0f * b0 * (ita * ita - 1.0f); const float a2 = -b0 * (1.0f - M_SQRT2_F * ita + ita * ita); filterPtr->b0 = b0; filterPtr->a1 = a1; filterPtr->a2 = a2; } /** * Initialization function for intermediate values of a second order Butterworth biquadratic filter in direct from 2. * Obtained by solving a linear equation system. * @param[in] x0 Prescribed value * @param[in] filterPtr Pointer to filter coefficients * @param[out] wn1Ptr Pointer to first intermediate value * @param[out] wn2Ptr Pointer to second intermediate value * @returns Nothing */ void InitButterWorthDF2Values(const float x0, const struct ButterWorthDF2Filter *filterPtr, float *wn1Ptr, float *wn2Ptr) { const float b0 = filterPtr->b0; const float a1 = filterPtr->a1; const float a2 = filterPtr->a2; const float a11 = 2.0f + a1; const float a12 = 1.0f + a2; const float a21 = 2.0f + a1 * a1 + a2; const float a22 = 1.0f + a1 * a2; const float det = a11 * a22 - a12 * a21; const float rhs1 = x0 / b0 - x0; const float rhs2 = x0 / b0 - x0 + a1 * x0; *wn1Ptr = (a22 * rhs1 - a12 * rhs2) / det; *wn2Ptr = (-a21 * rhs1 + a11 * rhs2) / det; } /** * Second order Butterworth biquadratic filter in direct from 2, such that only two values wn1=w[n-1] and wn2=w[n-2] need to be stored. * Function takes care of updating the values wn1 and wn2. * @param[in] xn New raw value * @param[in] filterPtr Pointer to filter coefficients * @param[out] wn1Ptr Pointer to first intermediate value * @param[out] wn2Ptr Pointer to second intermediate value * @returns Filtered value */ float FilterButterWorthDF2(const float xn, const struct ButterWorthDF2Filter *filterPtr, float *wn1Ptr, float *wn2Ptr) { const float wn = xn + filterPtr->a1 * (*wn1Ptr) + filterPtr->a2 * (*wn2Ptr); const float val = filterPtr->b0 * (wn + 2.0f * (*wn1Ptr) + (*wn2Ptr)); *wn2Ptr = *wn1Ptr; *wn1Ptr = wn; return val; }