float total;
int f;
int sampling_rate = (int) si->sampling_rate;
+ int history_size;
- /* We're recording 1s worth of samples ; need suitable sampling rate */
- if (sampling_rate < 1)
+ /* Don't denoise anything if we have less than two samples per second */
+ if (sampling_rate < 2)
return;
- /* Reset history if a new sampling rate is detected */
- if (si->history_size != sampling_rate) {
- si->history_size = sampling_rate;
+ /* Restrict window size in case of a very high sampling rate */
+ if (sampling_rate > 100)
+ history_size = 100;
+ else
+ history_size = sampling_rate;
+
+ /* Reset history if we're operating on an incorrect window size */
+ if (si->history_size != history_size) {
+ si->history_size = history_size;
si->history_entries = 0;
si->history_index = 0;
si->history = (float*) realloc(si->history,
if (!si->history)
return; /* Unlikely, but still... */
- /* Populate beginning of array as we go */
- if (si->history_entries < si->history_size) {
- for (f=0; f<num_fields; f++)
- si->history[si->history_entries * num_fields + f] =
- data->data[f];
-
+ /* Update initialized samples count */
+ if (si->history_entries < si->history_size)
si->history_entries++;
- }
-
- /* Once we get enough data, start filtering */
- if (si->history_entries == si->history_size) {
- /* For now simply compute a mobile mean */
- for (f=0; f<num_fields; f++) {
- total = 0;
+ /* Record new sample */
+ for (f=0; f < num_fields; f++)
+ si->history[si->history_index * num_fields + f] = data->data[f];
- for (i=0; i<si->history_size; i++)
- total += si->history[i * num_fields + f];
+ /* Update our rolling index (next evicted cell) */
+ si->history_index = (si->history_index + 1) % si->history_size;
- si->history[si->history_index * num_fields + f] =
- data->data[f];
+ /* For now simply compute a mobile mean for each field */
+ for (f=0; f < num_fields; f++) {
+ total = 0;
- /* Output filtered data */
- data->data[f] = total / si->history_size;
- }
+ for (i=0; i < si->history_entries; i++)
+ total += si->history[i * num_fields + f];
- /* Update our rolling index (next evicted cell) */
- si->history_index = (si->history_index + 1) % si->history_size;
+ /* Output filtered data */
+ data->data[f] = total / si->history_entries;
}
}
switch (sensor_type) {
case SENSOR_TYPE_ACCELEROMETER:
+ if (sensor_info[s].quirks & QUIRK_NOISY)
+ denoise(&sensor_info[s], data, 3);
break;
case SENSOR_TYPE_MAGNETIC_FIELD:
case SENSOR_TYPE_GYROSCOPE:
case SENSOR_TYPE_GYROSCOPE_UNCALIBRATED:
calibrate_gyro(data, &sensor_info[s]);
+ if (sensor_info[s].quirks & QUIRK_NOISY)
+ denoise(&sensor_info[s], data, 3);
break;
case SENSOR_TYPE_LIGHT: