#include <utils/Log.h>
#include <cutils/properties.h>
#include <hardware/sensors.h>
+#include "calibration.h"
#include "common.h"
+#include "description.h"
#include "transform.h"
#include "utils.h"
-#include "calibration.h"
+#include "filtering.h"
/*----------------------------------------------------------------------------*/
static int64_t sample_as_int64(unsigned char* sample, struct datum_info_t* type)
{
- uint16_t u16;
- uint32_t u32;
uint64_t u64;
int i;
int zeroed_bits = type->storagebits - type->realbits;
+ uint64_t sign_mask;
+ uint64_t value_mask;
u64 = 0;
if (type->sign == 'u')
return (int64_t) u64; /* We don't handle unsigned 64 bits int */
+ /* Signed integer */
+
switch (type->realbits) {
+ case 0 ... 1:
+ return 0;
+
case 8:
return (int64_t) (int8_t) u64;
- case 12:
- return (int64_t) (u64 >> 11) ?
- (((int64_t)-1) ^ 0xfff) | u64 : u64;
-
case 16:
return (int64_t) (int16_t) u64;
case 64:
return (int64_t) u64;
- }
- ALOGE("Unhandled sample storage size\n");
- return 0;
+ default:
+ sign_mask = 1 << (type->realbits-1);
+ value_mask = sign_mask - 1;
+
+ if (u64 & sign_mask)
+ /* Negative value: return 2-complement */
+ return - ((~u64 & value_mask) + 1);
+ else
+ return (int64_t) u64; /* Positive value */
+ }
}
}
+static void denoise (struct sensor_info_t* si, struct sensors_event_t* data,
+ int num_fields, int max_samples)
+{
+ /*
+ * Smooth out incoming data using a moving average over a number of
+ * samples. We accumulate one second worth of samples, or max_samples,
+ * depending on which is lower.
+ */
+
+ int i;
+ int f;
+ int sampling_rate = (int) si->sampling_rate;
+ int history_size;
+ int history_full = 0;
+
+ /* Don't denoise anything if we have less than two samples per second */
+ if (sampling_rate < 2)
+ return;
+
+ /* Restrict window size to the min of sampling_rate and max_samples */
+ if (sampling_rate > max_samples)
+ history_size = max_samples;
+ 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,
+ si->history_size * num_fields * sizeof(float));
+ if (si->history) {
+ si->history_sum = (float*) realloc(si->history_sum,
+ num_fields * sizeof(float));
+ if (si->history_sum)
+ memset(si->history_sum, 0, num_fields * sizeof(float));
+ }
+ }
+
+ if (!si->history || !si->history_sum)
+ return; /* Unlikely, but still... */
+
+ /* Update initialized samples count */
+ if (si->history_entries < si->history_size)
+ si->history_entries++;
+ else
+ history_full = 1;
+
+ /* Record new sample and calculate the moving sum */
+ for (f=0; f < num_fields; f++) {
+ /**
+ * A field is going to be overwritten if
+ * history is full, so decrease the history sum
+ */
+ if (history_full)
+ si->history_sum[f] -=
+ si->history[si->history_index * num_fields + f];
+
+ si->history[si->history_index * num_fields + f] = data->data[f];
+ si->history_sum[f] += data->data[f];
+
+ /* For now simply compute a mobile mean for each field */
+ /* and output filtered data */
+ data->data[f] = si->history_sum[f] / si->history_entries;
+ }
+
+ /* Update our rolling index (next evicted cell) */
+ si->history_index = (si->history_index + 1) % si->history_size;
+}
+
+
static int finalize_sample_default(int s, struct sensors_event_t* data)
{
int i = sensor_info[s].catalog_index;
int sensor_type = sensor_catalog[i].type;
/* Swap fields if we have a custom channel ordering on this sensor */
- if (sensor_info[s].flags & FLAG_FIELD_ORDERING)
+ if (sensor_info[s].quirks & QUIRK_FIELD_ORDERING)
reorder_fields(data->data, sensor_info[s].order);
switch (sensor_type) {
case SENSOR_TYPE_ACCELEROMETER:
+ /* Always consider the accelerometer accurate */
+ data->acceleration.status = SENSOR_STATUS_ACCURACY_HIGH;
+ if (sensor_info[s].quirks & QUIRK_NOISY)
+ denoise(&sensor_info[s], data, 3, 20);
break;
case SENSOR_TYPE_MAGNETIC_FIELD:
calibrate_compass (data, &sensor_info[s], get_timestamp());
+ if (sensor_info[s].quirks & QUIRK_NOISY)
+ denoise(&sensor_info[s], data, 3, 100);
break;
case SENSOR_TYPE_GYROSCOPE:
case SENSOR_TYPE_GYROSCOPE_UNCALIBRATED:
- calibrate_gyro(data, &sensor_info[s]);
+ if (!(sensor_info[s].quirks & QUIRK_TERSE_DRIVER))
+ calibrate_gyro(data, &sensor_info[s]);
+ if (sensor_info[s].quirks & QUIRK_NOISY)
+ denoise_median(data, &sensor_info[s]);
break;
case SENSOR_TYPE_LIGHT:
/* Only keep two decimals for these readings */
data->data[0] = 0.01 * ((int) (data->data[0] * 100));
+ /* ... fall through ... */
+
+ case SENSOR_TYPE_PROXIMITY:
/*
* These are on change sensors ; drop the sample if it
* has the same value as the previously reported one.
float pitch, roll, yaw;
/* Swap fields if we have a custom channel ordering on this sensor */
- if (sensor_info[s].flags & FLAG_FIELD_ORDERING)
+ if (sensor_info[s].quirks & QUIRK_FIELD_ORDERING)
reorder_fields(data->data, sensor_info[s].order);
if (sensor_type == SENSOR_TYPE_ORIENTATION) {
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