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
This commit is contained in:
Laurence Withers 2011-04-15 17:37:22 +00:00
parent 2031d084cc
commit 9a87889dd3
3 changed files with 32 additions and 5 deletions

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@ -18,8 +18,10 @@ This leads to a general IIR filter equation:
<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>
For initial conditions, the library sets <code>y(t)</code> for t &lt; 0 to 0,
and <code>x(t)</code> for t &lt; 0 to <code>x(0)</code>.
For initial conditions, the library sets <code>y(t)</code> for t &lt; 0 to
<code>x(0).G</code> (where <code>G</code> is the DC gain of the filter, or 0 if
it looks like the filter is unstable at DC), and <code>x(t)</code> for t &lt; 0
to <code>x(0)</code>.
*/

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@ -104,7 +104,6 @@ iir_filter_new(const struct iir_coeff_t* coeff)
/* allocate space for state */
fi->x = malloc(sizeof(double) * fi->nc);
fi->y = malloc(sizeof(double) * fi->nd);
memset(fi->y, 0, sizeof(double) * fi->nd);
return fi;
}
@ -173,7 +172,6 @@ struct iir_filter_t* iir_filter_copy(const struct iir_filter_t* fi, int state)
copy->xpos = fi->xpos;
copy->ypos = fi->ypos;
} else {
memset(copy->y, 0, sizeof(double) * fi->nd);
copy->ready = copy->xpos = copy->ypos = 0;
}
@ -203,15 +201,42 @@ iir_get_xy(const double* xy, int pos, int max, int step)
return xy[pos];
}
static double
iir_dc_gain(const struct iir_filter_t* fi)
{
int i;
double sum, gain;
/* If the forward path DC gain is less than a threshold then we assume fi
* has high pass characteristics.
*/
sum = 0;
for(i = 0; i < fi->nc; ++i) sum += fi->c[i];
gain = sum;
sum = 0;
for(i = 0; i < fi->nd; ++i) sum += fi->d[i];
if(fabs(sum - 1) < 0.001) {
/* ergh, looks unstable at DC; pretend DC gain is 0 */
return 0;
}
gain /= (1 + sum);
return gain;
}
double
iir_filter(struct iir_filter_t* fi, double samp)
{
int i;
double gain;
while(fi) {
if(!fi->ready) {
/* initial conditions */
gain = iir_dc_gain(fi);
for(i = 0; i < fi->nc; ++i) fi->x[i] = samp;
for(i = 0; i < fi->nd; ++i) fi->y[i] = samp * gain;
fi->ready = 1;
}

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@ -84,7 +84,7 @@ is copied into the returned structure, meaning the coefficients can be freed
after this function returns if they will not be needed again.
The first sample passed through \ref iir_filter() will be used to set initial
conditions.
conditions (see \ref iir_structure).
An arbitrary number of further filters may be chained on to the end of this
instance through \ref iir_filter_chain().