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transform.c
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/*
// Copyright (c) 2015 Intel Corporation
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
*/
#include <stdlib.h>
#include <math.h>
#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 "filtering.h"
#include "enumeration.h"
#define GYRO_MIN_SAMPLES 5 /* Drop first few gyro samples after enable */
/*----------------------------------------------------------------------------*/
/* Macros related to Intel Sensor Hub */
#define GRAVITY 9.80665
/* 720 LSG = 1G */
#define LSG 1024.0
#define NUMOFACCDATA 8.0
/* Conversion of acceleration data to SI units (m/s^2) */
#define CONVERT_A (GRAVITY_EARTH / LSG / NUMOFACCDATA)
#define CONVERT_A_X(x) ((float(x) / 1000) * (GRAVITY * -1.0))
#define CONVERT_A_Y(x) ((float(x) / 1000) * (GRAVITY * 1.0))
#define CONVERT_A_Z(x) ((float(x) / 1000) * (GRAVITY * 1.0))
/* Conversion of magnetic data to uT units */
#define CONVERT_M (1.0 / 6.6)
#define CONVERT_M_X (-CONVERT_M)
#define CONVERT_M_Y (-CONVERT_M)
#define CONVERT_M_Z (CONVERT_M)
/* Conversion of orientation data to degree units */
#define CONVERT_O (1.0 / 64)
#define CONVERT_O_A (CONVERT_O)
#define CONVERT_O_P (CONVERT_O)
#define CONVERT_O_R (-CONVERT_O)
/* Conversion of gyro data to SI units (radian/sec) */
#define CONVERT_GYRO (2000.0 / 32767 * M_PI / 180)
#define CONVERT_GYRO_X (-CONVERT_GYRO)
#define CONVERT_GYRO_Y (-CONVERT_GYRO)
#define CONVERT_GYRO_Z (CONVERT_GYRO)
#define BIT(x) (1 << (x))
#define PROXIMITY_THRESHOLD 1
inline unsigned int set_bit_range (int start, int end)
{
int i;
unsigned int value = 0;
for (i = start; i < end; ++i)
value |= BIT(i);
return value;
}
inline float convert_from_vtf_format (int size, int exponent, unsigned int value)
{
int divider = 1;
int i;
float sample;
float mul = 1.0;
value = value & set_bit_range(0, size * 8);
if (value & BIT(size*8-1)) {
value = ((1LL << (size * 8)) - value);
mul = -1.0;
}
sample = value * 1.0;
if (exponent < 0) {
exponent = abs(exponent);
for (i = 0; i < exponent; ++i)
divider = divider * 10;
return mul * sample/divider;
}
return mul * sample * pow(10.0, exponent);
}
/* Platform sensor orientation */
#define DEF_ORIENT_ACCEL_X -1
#define DEF_ORIENT_ACCEL_Y -1
#define DEF_ORIENT_ACCEL_Z -1
#define DEF_ORIENT_GYRO_X 1
#define DEF_ORIENT_GYRO_Y 1
#define DEF_ORIENT_GYRO_Z 1
/* G to m/s^2 */
#define CONVERT_FROM_VTF16(s,d,x) convert_from_vtf_format(s,d,x)
#define CONVERT_A_G_VTF16E14_X(s,d,x) (DEF_ORIENT_ACCEL_X * convert_from_vtf_format(s,d,x) * GRAVITY)
#define CONVERT_A_G_VTF16E14_Y(s,d,x) (DEF_ORIENT_ACCEL_Y * convert_from_vtf_format(s,d,x) * GRAVITY)
#define CONVERT_A_G_VTF16E14_Z(s,d,x) (DEF_ORIENT_ACCEL_Z * convert_from_vtf_format(s,d,x) * GRAVITY)
/* Degree/sec to radian/sec */
#define CONVERT_G_D_VTF16E14_X(s,d,x) (DEF_ORIENT_GYRO_X * convert_from_vtf_format(s,d,x) * M_PI / 180)
#define CONVERT_G_D_VTF16E14_Y(s,d,x) (DEF_ORIENT_GYRO_Y * convert_from_vtf_format(s,d,x) * M_PI / 180)
#define CONVERT_G_D_VTF16E14_Z(s,d,x) (DEF_ORIENT_GYRO_Z * convert_from_vtf_format(s,d,x) * M_PI / 180)
/* Milli gauss to micro tesla */
#define CONVERT_M_MG_VTF16E14_X(s,d,x) (convert_from_vtf_format(s,d,x) / 10)
#define CONVERT_M_MG_VTF16E14_Y(s,d,x) (convert_from_vtf_format(s,d,x) / 10)
#define CONVERT_M_MG_VTF16E14_Z(s,d,x) (convert_from_vtf_format(s,d,x) / 10)
static int64_t sample_as_int64 (unsigned char* sample, datum_info_t* type)
{
uint64_t u64;
int i;
int zeroed_bits = type->storagebits - type->realbits;
uint64_t sign_mask;
uint64_t value_mask;
u64 = 0;
if (type->endianness == 'b')
for (i=0; i<type->storagebits/8; i++)
u64 = (u64 << 8) | sample[i];
else
for (i=type->storagebits/8 - 1; i>=0; i--)
u64 = (u64 << 8) | sample[i];
u64 = (u64 >> type->shift) & (~0ULL >> zeroed_bits);
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 16:
return (int64_t) (int16_t) u64;
case 32:
return (int64_t) (int32_t) u64;
case 64:
return (int64_t) u64;
default:
sign_mask = 1 << (type->realbits-1);
value_mask = sign_mask - 1;
if (u64 & sign_mask)
return - ((~u64 & value_mask) + 1); /* Negative value: return 2-complement */
else
return (int64_t) u64; /* Positive value */
}
}
static void reorder_fields (float* data, unsigned char map[MAX_CHANNELS])
{
int i;
float temp[MAX_CHANNELS];
for (i=0; i<MAX_CHANNELS; i++)
temp[i] = data[map[i]];
for (i=0; i<MAX_CHANNELS; i++)
data[i] = temp[i];
}
static void mount_correction (float* data, float mm[9])
{
int i;
float temp[3];
for (i=0; i<3; i++)
temp[i] = data[0] * mm[i * 3] + data[1] * mm[i * 3 + 1] + data[2] * mm[i * 3 + 2];
for (i=0; i<3; i++)
data[i] = temp[i];
}
static void clamp_gyro_readings_to_zero (int s, sensors_event_t* data)
{
float x, y, z;
float near_zero;
x = data->data[0];
y = data->data[1];
z = data->data[2];
/* If we're calibrated, don't filter out as much */
if (sensor[s].cal_level > 0)
near_zero = 0.02; /* rad/s */
else
near_zero = 0.1;
/* If motion on all axes is small enough */
if (fabs(x) < near_zero && fabs(y) < near_zero && fabs(z) < near_zero) {
/*
* Report that we're not moving at all... but not exactly zero as composite sensors (orientation, rotation vector) don't
* seem to react very well to it.
*/
data->data[0] *= 0.000001;
data->data[1] *= 0.000001;
data->data[2] *= 0.000001;
}
}
static void process_event_gyro_uncal (int s, int i, sensors_event_t* data)
{
gyro_cal_t* gyro_data;
if (sensor[s].type == SENSOR_TYPE_GYROSCOPE) {
gyro_data = (gyro_cal_t*) sensor[s].cal_data;
memcpy(&sensor[i].sample, data, sizeof(sensors_event_t));
sensor[i].sample.type = SENSOR_TYPE_GYROSCOPE_UNCALIBRATED;
sensor[i].sample.sensor = s;
sensor[i].sample.data[0] = data->data[0] + gyro_data->bias_x;
sensor[i].sample.data[1] = data->data[1] + gyro_data->bias_y;
sensor[i].sample.data[2] = data->data[2] + gyro_data->bias_z;
sensor[i].sample.uncalibrated_gyro.bias[0] = gyro_data->bias_x;
sensor[i].sample.uncalibrated_gyro.bias[1] = gyro_data->bias_y;
sensor[i].sample.uncalibrated_gyro.bias[2] = gyro_data->bias_z;
sensor[i].report_pending = 1;
}
}
static void process_event_magn_uncal (int s, int i, sensors_event_t* data)
{
compass_cal_t* magn_data;
if (sensor[s].type == SENSOR_TYPE_MAGNETIC_FIELD) {
magn_data = (compass_cal_t*) sensor[s].cal_data;
memcpy(&sensor[i].sample, data, sizeof(sensors_event_t));
sensor[i].sample.type = SENSOR_TYPE_MAGNETIC_FIELD_UNCALIBRATED;
sensor[i].sample.sensor = s;
sensor[i].sample.data[0] = data->data[0] + magn_data->offset[0][0];
sensor[i].sample.data[1] = data->data[1] + magn_data->offset[1][0];
sensor[i].sample.data[2] = data->data[2] + magn_data->offset[2][0];
sensor[i].sample.uncalibrated_magnetic.bias[0] = magn_data->offset[0][0];
sensor[i].sample.uncalibrated_magnetic.bias[1] = magn_data->offset[1][0];
sensor[i].sample.uncalibrated_magnetic.bias[2] = magn_data->offset[2][0];
sensor[i].report_pending = 1;
}
}
static void process_event (int s, sensors_event_t* data)
{
/*
* This gets the real event (post process - calibration, filtering & co.) and makes it into a virtual one.
* The specific processing function for each sensor will populate the necessary fields and set up the report pending flag.
*/
int i;
/* Go through out virtual sensors and check if we can use this event */
for (i = 0; i < sensor_count; i++)
switch (sensor[i].type) {
case SENSOR_TYPE_GYROSCOPE_UNCALIBRATED:
process_event_gyro_uncal(s, i, data);
break;
case SENSOR_TYPE_MAGNETIC_FIELD_UNCALIBRATED:
process_event_magn_uncal(s, i, data);
break;
default:
break;
}
}
static void prop_transform_sample(int s, sensors_event_t *data){
/* Bring back matrix transformation, could be useful for sideway panel devices, or just in general */
float m[9];
float v[3];
float v_new[3];
char cm[PROPERTY_VALUE_MAX];
switch(sensor_desc[s].type){
case SENSOR_TYPE_ACCELEROMETER:
property_get("persist.hal.sensors.iio.accel.matrix", cm, "1,0,0,0,1,0,0,0,1" );
v[0] = data->acceleration.x;
v[1] = data->acceleration.y;
v[2] = data->acceleration.z;
break;
case SENSOR_TYPE_MAGNETIC_FIELD:
property_get("persist.hal.sensors.iio.magn.matrix", cm, "1,0,0,0,1,0,0,0,1" );
v[0] = data->magnetic.x;
v[1] = data->magnetic.y;
v[2] = data->magnetic.z;
break;
case SENSOR_TYPE_GYROSCOPE:
property_get("persist.hal.sensors.iio.anglvel.matrix", cm, "1,0,0,0,1,0,0,0,1" );
v[0] = data->gyro.x;
v[1] = data->gyro.y;
v[2] = data->gyro.z;
break;
}
if(sensor_desc[s].type == SENSOR_TYPE_ACCELEROMETER || sensor_desc[s].type == SENSOR_TYPE_MAGNETIC_FIELD || sensor_desc[s].type == SENSOR_TYPE_GYROSCOPE){
sscanf(cm, "%f,%f,%f,%f,%f,%f,%f,%f,%f", &m[0], &m[1], &m[2], &m[3], &m[4], &m[5], &m[6], &m[7], &m[8]);
v_new[0] = v[0] * m[0] + v[1] * m[1] + v[2] * m[2];
v_new[1] = v[0] * m[3] + v[1] * m[4] + v[2] * m[5];
v_new[2] = v[0] * m[6] + v[1] * m[7] + v[2] * m[8];
}
switch(sensor_desc[s].type){
case SENSOR_TYPE_ACCELEROMETER:
data->acceleration.x = v_new[0];
data->acceleration.y = v_new[1];
data->acceleration.z = v_new[2];
break;
case SENSOR_TYPE_MAGNETIC_FIELD:
data->magnetic.x = v_new[0];
data->magnetic.y = v_new[1];
data->magnetic.z = v_new[2];
break;
case SENSOR_TYPE_GYROSCOPE:
data->gyro.x = v_new[0];
data->gyro.y = v_new[1];
data->gyro.z = v_new[2];
break;
}
/* Light sensor scale prop, if the driver provided scale (or lack thereof) do not match with the one size fit all config_autoBrightnessLevels */
if(sensor_desc[s].type == SENSOR_TYPE_LIGHT){
property_get("persist.hal.sensors.iio.light.scale", cm, "1.0");
float prop_scale = atof(cm);
data->light = data->light * prop_scale;
}
}
static int finalize_sample_default (int s, sensors_event_t* data)
{
/* Swap fields if we have a custom channel ordering on this sensor */
if (sensor[s].quirks & QUIRK_FIELD_ORDERING)
reorder_fields(data->data, sensor[s].order);
if (sensor[s].quirks & QUIRK_MOUNTING_MATRIX)
mount_correction(data->data, sensor[s].mounting_matrix);
sensor[s].event_count++;
switch (sensor[s].type) {
case SENSOR_TYPE_ACCELEROMETER:
/* Always consider the accelerometer accurate */
data->acceleration.status = SENSOR_STATUS_ACCURACY_HIGH;
if (sensor[s].quirks & QUIRK_BIASED)
calibrate_accel(s, data);
denoise(s, data);
break;
case SENSOR_TYPE_MAGNETIC_FIELD:
calibrate_compass (s, data);
denoise(s, data);
break;
case SENSOR_TYPE_GYROSCOPE:
/* Report medium accuracy by default ; higher accuracy levels will be reported once, and if, we achieve calibration. */
data->gyro.status = SENSOR_STATUS_ACCURACY_MEDIUM;
/*
* We're only trying to calibrate data from continuously firing gyroscope drivers, as motion based ones use
* movement thresholds that may lead us to incorrectly estimate bias.
*/
if (sensor[s].selected_trigger !=
sensor[s].motion_trigger_name)
calibrate_gyro(s, data);
/*
* For noisy sensors drop a few samples to make sure we have at least GYRO_MIN_SAMPLES events in the
* filtering queue. This improves mean and std dev.
*/
if (sensor[s].filter_type) {
if (sensor[s].selected_trigger !=
sensor[s].motion_trigger_name &&
sensor[s].event_count < GYRO_MIN_SAMPLES)
return 0;
denoise(s, data);
}
/* Clamp near zero moves to (0,0,0) if appropriate */
clamp_gyro_readings_to_zero(s, data);
break;
case SENSOR_TYPE_PROXIMITY:
/*
* See iio spec for in_proximity* - depending on the device
* this value is either in meters either unit-less and cannot
* be translated to SI units. Where the translation is not possible
* lower values indicate something is close and higher ones indicate distance.
*/
if (data->data[0] > PROXIMITY_THRESHOLD)
data->data[0] = PROXIMITY_THRESHOLD;
/* ... fall through ... */
case SENSOR_TYPE_AMBIENT_TEMPERATURE:
case SENSOR_TYPE_TEMPERATURE:
case SENSOR_TYPE_RELATIVE_HUMIDITY:
/* Only keep two decimals for these readings */
data->data[0] = 0.01 * ((int) (data->data[0] * 100 / 1000));
/* These are on change sensors ; drop the sample if it has the same value as the previously reported one. */
if (data->data[0] == sensor[s].prev_val.data)
return 0;
sensor[s].prev_val.data = data->data[0];
break;
case SENSOR_TYPE_PRESSURE:
case SENSOR_TYPE_LIGHT:
case SENSOR_TYPE_INTERNAL_ILLUMINANCE:
case SENSOR_TYPE_INTERNAL_INTENSITY:
/* Only keep two decimals for these readings */
data->data[0] = 0.01 * ((int) (data->data[0] * 100));
/* These are on change sensors ; drop the sample if it has the same value as the previously reported one. */
if (data->data[0] == sensor[s].prev_val.data)
return 0;
sensor[s].prev_val.data = data->data[0];
break;
case SENSOR_TYPE_STEP_COUNTER:
if (data->u64.step_counter == sensor[s].prev_val.data64)
return 0;
sensor[s].prev_val.data64 = data->u64.data[0];
break;
}
prop_transform_sample(s, data);
/* If there are active virtual sensors depending on this one - process the event */
if (sensor[s].ref_count)
process_event(s, data);
return 1; /* Return sample to Android */
}
static float transform_sample_default (int s, int c, unsigned char* sample_data)
{
datum_info_t* sample_type = &sensor[s].channel[c].type_info;
int64_t s64 = sample_as_int64(sample_data, sample_type);
float scale = sensor[s].scale ? sensor[s].scale : sensor[s].channel[c].scale;
/* In case correction has been requested using properties, apply it */
float correction = sensor[s].channel[c].opt_scale;
/* Correlated with "acquire_immediate_value" method */
if (sensor[s].type == SENSOR_TYPE_MAGNETIC_FIELD)
return CONVERT_GAUSS_TO_MICROTESLA((sensor[s].offset + s64) * scale) * correction;
/* Apply default scaling rules */
return (sensor[s].offset + s64) * scale * correction;
}
static int finalize_sample_ISH (int s, sensors_event_t* data)
{
float pitch, roll, yaw;
/* Swap fields if we have a custom channel ordering on this sensor */
if (sensor[s].quirks & QUIRK_FIELD_ORDERING)
reorder_fields(data->data, sensor[s].order);
if (sensor[s].type == SENSOR_TYPE_ORIENTATION) {
pitch = data->data[0];
roll = data->data[1];
yaw = data->data[2];
data->data[0] = 360.0 - yaw;
data->data[1] = -pitch;
data->data[2] = -roll;
}
/* Add this event to our global records, for filtering purposes */
record_sample(s, data);
prop_transform_sample(s, data);
return 1; /* Return sample to Android */
}
static float transform_sample_ISH (int s, int c, unsigned char* sample_data)
{
datum_info_t* sample_type = &sensor[s].channel[c].type_info;
int val = (int) sample_as_int64(sample_data, sample_type);
float correction;
int data_bytes = (sample_type->realbits)/8;
int exponent = sensor[s].offset;
/* In case correction has been requested using properties, apply it */
correction = sensor[s].channel[c].opt_scale;
switch (sensor_desc[s].type) {
case SENSOR_TYPE_ACCELEROMETER:
switch (c) {
case 0:
return correction * CONVERT_A_G_VTF16E14_X(data_bytes, exponent, val);
case 1:
return correction * CONVERT_A_G_VTF16E14_Y(data_bytes, exponent, val);
case 2:
return correction * CONVERT_A_G_VTF16E14_Z(data_bytes, exponent, val);
}
break;
case SENSOR_TYPE_GYROSCOPE:
switch (c) {
case 0:
return correction * CONVERT_G_D_VTF16E14_X(data_bytes, exponent, val);
case 1:
return correction * CONVERT_G_D_VTF16E14_Y(data_bytes, exponent, val);
case 2:
return correction * CONVERT_G_D_VTF16E14_Z(data_bytes, exponent, val);
}
break;
case SENSOR_TYPE_MAGNETIC_FIELD:
switch (c) {
case 0:
return correction * CONVERT_M_MG_VTF16E14_X(data_bytes, exponent, val);
case 1:
return correction * CONVERT_M_MG_VTF16E14_Y(data_bytes, exponent, val);
case 2:
return correction * CONVERT_M_MG_VTF16E14_Z(data_bytes, exponent, val);
}
break;
case SENSOR_TYPE_LIGHT:
return (float) val;
case SENSOR_TYPE_ORIENTATION:
return correction * convert_from_vtf_format(data_bytes, exponent, val);
case SENSOR_TYPE_ROTATION_VECTOR:
return correction * convert_from_vtf_format(data_bytes, exponent, val);
}
return 0;
}
void select_transform (int s)
{
char prop_name[PROP_NAME_MAX];
char prop_val[PROP_VALUE_MAX];
int i = sensor[s].catalog_index;
const char *prefix = sensor_catalog[i].tag;
sprintf(prop_name, PROP_BASE, prefix, "transform");
if (property_get(prop_name, prop_val, ""))
if (!strcmp(prop_val, "ISH")) {
ALOGI( "Using Intel Sensor Hub semantics on %s\n", sensor[s].friendly_name);
sensor[s].ops.transform = transform_sample_ISH;
sensor[s].ops.finalize = finalize_sample_ISH;
return;
}
sensor[s].ops.transform = transform_sample_default;
sensor[s].ops.finalize = finalize_sample_default;
}
float acquire_immediate_float_value (int s, int c)
{
char sysfs_path[PATH_MAX];
float val;
int ret;
int dev_num = sensor[s].dev_num;
int i = sensor[s].catalog_index;
const char* raw_path = sensor_catalog[i].channel[c].raw_path;
const char* input_path = sensor_catalog[i].channel[c].input_path;
float scale = sensor[s].scale ? sensor[s].scale : sensor[s].channel[c].scale;
float offset = sensor[s].offset;
float correction;
/* In case correction has been requested using properties, apply it */
correction = sensor[s].channel[c].opt_scale;
/* Acquire a sample value for sensor s / channel c through sysfs */
if (sensor[s].channel[c].input_path_present) {
sprintf(sysfs_path, BASE_PATH "%s", dev_num, input_path);
ret = sysfs_read_float(sysfs_path, &val);
if (!ret) {
if (sensor[s].type == SENSOR_TYPE_MAGNETIC_FIELD)
return CONVERT_GAUSS_TO_MICROTESLA (val * correction);
return val * correction;
}
}
if (!sensor[s].channel[c].raw_path_present)
return 0;
sprintf(sysfs_path, BASE_PATH "%s", dev_num, raw_path);
ret = sysfs_read_float(sysfs_path, &val);
if (ret == -1)
return 0;
/*
* There is no transform ops defined yet for raw sysfs values.
* Use this function to perform transformation as well.
*/
if (sensor[s].type == SENSOR_TYPE_MAGNETIC_FIELD)
return CONVERT_GAUSS_TO_MICROTESLA ((val + offset) * scale) * correction;
return (val + offset) * scale * correction;
}
uint64_t acquire_immediate_uint64_value (int s, int c)
{
char sysfs_path[PATH_MAX];
uint64_t val;
int ret;
int dev_num = sensor[s].dev_num;
int i = sensor[s].catalog_index;
const char* raw_path = sensor_catalog[i].channel[c].raw_path;
const char* input_path = sensor_catalog[i].channel[c].input_path;
float scale = sensor[s].scale ? sensor[s].scale : sensor[s].channel[c].scale;
float offset = sensor[s].offset;
float correction;
/* In case correction has been requested using properties, apply it */
correction = sensor[s].channel[c].opt_scale;
/* Acquire a sample value for sensor s / channel c through sysfs */
if (sensor[s].channel[c].input_path_present) {
sprintf(sysfs_path, BASE_PATH "%s", dev_num, input_path);
ret = sysfs_read_uint64(sysfs_path, &val);
if (!ret)
return val * correction;
};
if (!sensor[s].channel[c].raw_path_present)
return 0;
sprintf(sysfs_path, BASE_PATH "%s", dev_num, raw_path);
ret = sysfs_read_uint64(sysfs_path, &val);
if (ret == -1)
return 0;
return (val + offset) * scale * correction;
}