Improve initial conditions
Compute the DC gain of the filter (assuming 0 if unstable) and use that to set the initial conditions of a filter as follows: x(t<0)=x(0) y(t<0)=x(0) × dc_gain
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@ -18,8 +18,10 @@ This leads to a general IIR filter equation:
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<code>y(t) = x(t).c[0] + x(t-1).c[1] + … + x(t-N).c[N] - y(t-1).d[0] - y(t-2).d[1] - … - y(t-1-M).d[M]</code>
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For initial conditions, the library sets <code>y(t)</code> for t < 0 to 0,
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and <code>x(t)</code> for t < 0 to <code>x(0)</code>.
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For initial conditions, the library sets <code>y(t)</code> for t < 0 to
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<code>x(0).G</code> (where <code>G</code> is the DC gain of the filter, or 0 if
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it looks like the filter is unstable at DC), and <code>x(t)</code> for t < 0
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to <code>x(0)</code>.
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*/
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@ -104,7 +104,6 @@ iir_filter_new(const struct iir_coeff_t* coeff)
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/* allocate space for state */
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fi->x = malloc(sizeof(double) * fi->nc);
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fi->y = malloc(sizeof(double) * fi->nd);
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memset(fi->y, 0, sizeof(double) * fi->nd);
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return fi;
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}
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@ -173,7 +172,6 @@ struct iir_filter_t* iir_filter_copy(const struct iir_filter_t* fi, int state)
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copy->xpos = fi->xpos;
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copy->ypos = fi->ypos;
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} else {
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memset(copy->y, 0, sizeof(double) * fi->nd);
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copy->ready = copy->xpos = copy->ypos = 0;
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}
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@ -203,15 +201,42 @@ iir_get_xy(const double* xy, int pos, int max, int step)
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return xy[pos];
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}
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static double
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iir_dc_gain(const struct iir_filter_t* fi)
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{
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int i;
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double sum, gain;
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/* If the forward path DC gain is less than a threshold then we assume ‘fi’
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* has high pass characteristics.
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*/
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sum = 0;
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for(i = 0; i < fi->nc; ++i) sum += fi->c[i];
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gain = sum;
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sum = 0;
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for(i = 0; i < fi->nd; ++i) sum += fi->d[i];
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if(fabs(sum - 1) < 0.001) {
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/* ergh, looks unstable at DC; pretend DC gain is 0 */
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return 0;
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}
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gain /= (1 + sum);
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return gain;
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}
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double
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iir_filter(struct iir_filter_t* fi, double samp)
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{
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int i;
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double gain;
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while(fi) {
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if(!fi->ready) {
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/* initial conditions */
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gain = iir_dc_gain(fi);
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for(i = 0; i < fi->nc; ++i) fi->x[i] = samp;
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for(i = 0; i < fi->nd; ++i) fi->y[i] = samp * gain;
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fi->ready = 1;
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}
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@ -84,7 +84,7 @@ is copied into the returned structure, meaning the coefficients can be freed
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after this function returns if they will not be needed again.
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The first sample passed through \ref iir_filter() will be used to set initial
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conditions.
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conditions (see \ref iir_structure).
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An arbitrary number of further filters may be chained on to the end of this
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instance through \ref iir_filter_chain().
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