From 3da4a06023ba065ecceb1b7e22b1ad51a6e5bf9f Mon Sep 17 00:00:00 2001 From: Bart Slinger Date: Fri, 17 Jun 2016 10:19:42 +0200 Subject: [PATCH] Second order notch filter (#1733) --- sw/airborne/filters/notch_filter.h | 112 +++++++++++++++++++++++++++++ 1 file changed, 112 insertions(+) create mode 100644 sw/airborne/filters/notch_filter.h diff --git a/sw/airborne/filters/notch_filter.h b/sw/airborne/filters/notch_filter.h new file mode 100644 index 00000000000..261fda2ec0f --- /dev/null +++ b/sw/airborne/filters/notch_filter.h @@ -0,0 +1,112 @@ +/* + * Copyright (C) 2016 Bart Slinger + * + * This file is part of paparazzi. + * + * paparazzi 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 2, or (at your option) + * any later version. + * + * paparazzi 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 paparazzi; see the file COPYING. If not, write to + * the Free Software Foundation, 59 Temple Place - Suite 330, + * Boston, MA 02111-1307, USA. + */ + +/** @file filters/notch_filter.h + * @brief Second order notch filter + * + */ + +#ifndef NOTCH_FILTER_H +#define NOTCH_FILTER_H + +#include "std.h" + +struct SecondOrderNotchFilter { + float Ts; + float d2; + float costheta; + int32_t xn1; + int32_t xn2; + int32_t yn1; + int32_t yn2; +}; + +/** Set sampling frequency of the notch filter + * + * @param frequency frequency at which the filter is updated + */ +static inline void notch_filter_set_sampling_frequency(struct SecondOrderNotchFilter *filter, uint16_t frequency) +{ + filter->Ts = 1.0/frequency; +} + +/** Set bandwidth of the notch filter + * + * @param bandwidth bandwidth of the filter [Hz] + */ +static inline void notch_filter_set_bandwidth(struct SecondOrderNotchFilter *filter, float bandwidth) +{ + float d = expf(-M_PI*bandwidth*filter->Ts); + filter->d2 = d*d; +} + +/** Set notch filter frequency in Hz + * + * @param frequency to attenuate [Hz] + */ +static inline void notch_filter_set_filter_frequency(struct SecondOrderNotchFilter *filter, float frequency) +{ + float theta = 2.0*M_PI*frequency*filter->Ts; + filter->costheta = cosf(theta); +} + +/** Notch filter propagate + * + * Discrete implementation: + * y[n] = b * y[n-1] - d^2 * y[n-2] + a * x[n] - b * x[n-1] + a * x[n-2] + * + * @param input_signal input x[n] + * @param output_signal output y[n] + */ +static inline void notch_filter_update(struct SecondOrderNotchFilter *filter, int32_t *input_signal, int32_t *output_signal) +{ + float a = (1 + filter->d2) * 0.5; + float b = (1 + filter->d2) * filter->costheta; + *output_signal = (b * filter->yn1) - (filter->d2 * filter->yn2) + (a * *input_signal) - (b * filter->xn1) + (a * filter->xn2); + + /* Update values for next update */ + filter->xn2 = filter->xn1; + filter->xn1 = *input_signal; + filter->yn2 = filter->yn1; + filter->yn1 = *output_signal; +} + +/** Initialize second order notch filter + * + * Discrete implementation: + * y[n] = b * y[n-1] - d^2 * y[n-2] + a * x[n] - b * x[n-1] + a * x[n-2] + * + * @param cutoff_frequency frequency to attenuate [Hz] + * @param bandwidth bandwidth of the filter [Hz] + * @param sample_frequency frequency at which the filter is updated + */ +static inline void notch_filter_init(struct SecondOrderNotchFilter *filter, float cutoff_frequency, float bandwidth, uint16_t sample_frequency) +{ + notch_filter_set_sampling_frequency(filter, sample_frequency); + notch_filter_set_filter_frequency(filter, cutoff_frequency); + notch_filter_set_bandwidth(filter, bandwidth); + filter->xn1 = 0; + filter->xn2 = 0; + filter->yn1 = 0; + filter->yn2 = 0; +} + +#endif