feature(LSM303DLHC Sensor):
Using both Accelerometer and magnetometer to do a complementary filter to calculate the compass direction. Added more fine-grained directions (NW, NE, SE, SW)
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e0c85ce2ce
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@ -5,7 +5,47 @@
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#define I2C_SDA ( 8 )
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#define I2C_SDA ( 8 )
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#define I2C_SCL ( 9 )
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#define I2C_SCL ( 9 )
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#define MAGNETOMETER_READ_DELAY ( 1000 )
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#define DIRECTION_READ_DELAY ( 100 )
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#define ACCELEROMETER_READ_DELAY ( 1000 )
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/**
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* @brief The orientation of the car
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*/
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typedef enum {
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NORTH,
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NORTH_EAST,
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EAST,
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SOUTH_EAST,
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SOUTH,
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SOUTH_WEST,
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WEST,
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NORTH_WEST
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} compass_direction_t;
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/**
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* Angle of the car
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*/
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typedef enum {
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UP = 0,
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DOWN = 1,
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LEFT = 2,
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RIGHT = 3
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} angle_t;
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/**
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* @brief The direction of the car
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* roll = angle of the car (left or right)
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* pitch = angle of the car (up or down)
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* heading = direction of the car (north, east, south, west) in degrees
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* orientation = orientation of the car (north, east, south, west)
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*/
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typedef struct {
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float roll;
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float pitch;
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float yaw;
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compass_direction_t orientation;
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angle_t roll_angle;
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angle_t pitch_angle;
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} direction_t;
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#endif
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#endif
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@ -1,59 +1,153 @@
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/**
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* @file magnetometer_direction.h
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* @author Woon Jun Wei
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* @brief This file contains the functions to calculate the direction of
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* the car using the accelerometer and magnetometer data
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*
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* @details The direction of the car is calculated using the roll, pitch and yaw
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* The roll and pitch are calculated using the accelerometer data
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* The yaw is calculated using the magnetometer data
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* The roll, pitch and yaw are combined to calculate the direction
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* of the car
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*
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* The direction of the car is calculated using the complementary filter
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* The complementary filter is used to combine the accelerometer
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* and magnetometer data to calculate the direction of the car
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*
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*/
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#ifndef MAGNETOMETER_DIRECTION_H
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#define MAGNETOMETER_DIRECTION_H
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#include "magnetometer_init.h"
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#include "magnetometer_init.h"
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static char
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/**
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*direction(int16_t acceleration[3], int16_t magnetometer[3]) {
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* @brief Roll Calculation with Accelerometer Data
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// Calculate the angle from accelerometer data
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* @param acceleration Accelerometer Data
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float roll = atan2(acceleration[1], acceleration[2]) * (180.0 / M_PI);
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* @return
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float pitch = atan2(- acceleration[0],
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*/
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sqrt(acceleration[1] * acceleration[1] +
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float calculate_roll(int16_t acceleration[3]) {
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acceleration[2] * acceleration[2])) *
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return atan2(acceleration[1], acceleration[2]) * (180.0 / M_PI);
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(180.0 / M_PI);
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}
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// Calculate the heading from magnetometer data
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/**
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float heading = atan2(magnetometer[1], magnetometer[0]) * (180.0 / M_PI);
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* @brief Pitch Calculation with Accelerometer Data
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* @param acceleration Accelerometer Data
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* @return
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*/
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float calculate_pitch(int16_t acceleration[3]) {
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return atan2(- acceleration[0], sqrt(acceleration[1] * acceleration[1] +
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acceleration[2] * acceleration[2])) *
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(180.0 / M_PI);
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}
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// Adjust the heading for negative values
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/**
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if (heading < 0)
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* @brief Yaw Calculation with Magnetometer Data
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* @param magnetometer Magnetometer Data
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* @return
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*/
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float calculate_yaw_magnetometer(int16_t magnetometer[3]) {
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return atan2(magnetometer[1], magnetometer[0]) * (180.0 / M_PI);
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}
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/**
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* @brief Complementary Filter for Yaw
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* @param alpha Complementary Filter Constant
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* @param yaw_acc Yaw calculated from Accelerometer Data
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* @param yaw_mag Yaw calculated from Magnetometer Data
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* @return yaw Yaw calculated from Complementary Filter
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*/
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float calculate_yaw_complementary(float alpha, float yaw_acc, float yaw_mag) {
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return alpha * yaw_acc + (1 - alpha) * yaw_mag;
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}
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/**
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* @brief Adjust Yaw to be between 0 and 360 degrees
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* @param yaw Yaw calculated from Complementary Filter
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* @return yaw Yaw adjusted to be between 0 and 360 degrees
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*/
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float adjust_yaw(float yaw) {
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return (yaw < 0) ? yaw + 360.0f : yaw;
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}
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/**
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* @brief Calculate the Compass Direction (N, NE, E, SE, S, SW, W, NW)
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* 22.5 = 360 / 16, used to calculate the compass direction from
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* the compass direction enum
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* @param yaw Yaw calculated from Complementary Filter
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* @return Compass Direction
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*/
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compass_direction_t calculate_compass_direction(float yaw) {
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int orientation = (int) ((yaw + 22.5) / 45.0) % 8; // 8 compass directions
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switch (orientation)
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{
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{
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heading += 360.0;
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case 0:
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return NORTH;
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case 1:
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return NORTH_EAST;
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case 2:
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return EAST;
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case 3:
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return SOUTH_EAST;
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case 4:
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return SOUTH;
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case 5:
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return SOUTH_WEST;
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case 6:
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return WEST;
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case 7:
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return NORTH_WEST;
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default:
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return NORTH;
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}
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}
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}
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// Determine the direction based on the heading
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/**
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// TODO: Optimize this
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* @brief Update the Orientation Data
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char *dir;
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* @param roll Roll calculated from Accelerometer Data
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* @param pitch Pitch calculated from Accelerometer Data
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* @param yaw Yaw calculated from Complementary Filter
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* @param compass_direction Compass Direction
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*/
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void update_orientation_data(float roll, float pitch, float yaw,
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compass_direction_t compass_direction) {
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g_direction.roll = roll;
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g_direction.pitch = pitch;
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g_direction.yaw = yaw;
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g_direction.orientation = compass_direction;
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}
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if (heading >= 315 || heading < 45)
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/**
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{
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* @brief Read the Accelerometer and Magnetometer Data and
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dir = "North";
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* Calculate the Direction of the Car
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}
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* @details Alpha is set to 0.98 to give more weight to the accelerometer data
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else
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* @param acceleration Accelerometer Data
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{
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* @param magnetometer Magnetometer Data
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if (heading >= 45 && heading < 135)
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*/
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{
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static void read_direction(int16_t acceleration[3], int16_t magnetometer[3]) {
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dir = "East";
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float roll = calculate_roll(acceleration);
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}
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float pitch = calculate_pitch(acceleration);
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else
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float yaw_mag = calculate_yaw_magnetometer(magnetometer);
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{
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if (heading >= 135 && heading < 225)
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{
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dir = "South";
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}
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else
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{
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dir = "West";
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}
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}
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}
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printf("Roll: %f, Pitch: %f, Heading: %f\n", roll, pitch, heading);
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float alpha = 0.98;
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float yaw_acc = atan2(acceleration[1], acceleration[0]) * (180.0 / M_PI);
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float yaw = calculate_yaw_complementary(alpha, yaw_acc, yaw_mag);
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return dir;
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yaw = adjust_yaw(yaw);
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compass_direction_t compass_direction = calculate_compass_direction(yaw);
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update_orientation_data(roll, pitch, yaw, compass_direction);
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}
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}
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/**
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/**
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* FreeRTOS Tasks
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* FreeRTOS Tasks
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*/
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*/
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/**
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* @brief Task to Monitor the Direction of the Car
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* @param params
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*/
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void
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void
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monitor_direction_task(__unused void *params) {
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monitor_direction_task(__unused void *params) {
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for (;;)
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for (;;)
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@ -67,53 +161,63 @@ monitor_direction_task(__unused void *params) {
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read_magnetometer(magnetometer);
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read_magnetometer(magnetometer);
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read_accelerometer(accelerometer);
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read_accelerometer(accelerometer);
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// Calculate the angle from accelerometer data
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read_direction(accelerometer, magnetometer);
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float roll =
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atan2(accelerometer[1], accelerometer[2]) * (180.0 / M_PI);
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float pitch = atan2(- accelerometer[0],
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sqrt(accelerometer[1] * accelerometer[1] +
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accelerometer[2] * accelerometer[2])) *
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(180.0 / M_PI);
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// Calculate the heading from magnetometer data
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printf("Roll: %f, Pitch: %f, Yaw: %f\n",
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float heading =
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g_direction.roll, g_direction.pitch, g_direction.yaw);
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atan2(magnetometer[1], magnetometer[0]) * (180.0 / M_PI);
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// Adjust the heading for negative values
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printf("Direction:");
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if (heading < 0)
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switch (g_direction.orientation)
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{
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{
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heading += 360.0;
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case NORTH:
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printf("North\n");
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break;
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case NORTH_EAST:
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printf("North East\n");
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break;
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case EAST:
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printf("East\n");
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break;
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case SOUTH_EAST:
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printf("South East\n");
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break;
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case SOUTH:
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printf("South\n");
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break;
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case SOUTH_WEST:
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printf("South West\n");
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break;
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case WEST:
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printf("West\n");
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break;
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case NORTH_WEST:
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printf("North West\n");
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break;
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}
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}
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// Determine the direction based on the heading
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switch (g_direction.roll_angle)
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char *dir;
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if (heading >= 315 || heading < 45)
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{
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{
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dir = "North";
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case LEFT:
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}
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printf("You're Flying!\n");
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else
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break;
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{
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case RIGHT:
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if (heading >= 45 && heading < 135)
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printf("You're Plunging!\n");
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{
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break;
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dir = "East";
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}
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else
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{
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if (heading >= 135 && heading < 225)
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{
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dir = "South";
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}
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else
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{
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dir = "West";
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}
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}
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}
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}
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printf("Roll: %f, Pitch: %f, Heading: %f\n", roll, pitch, heading);
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switch (g_direction.pitch_angle)
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{
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case UP:
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printf("Your left wheel is in the air!\n");
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break;
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case DOWN:
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printf("Your right wheel is in the air!\n");
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break;
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}
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printf("Direction: %s\n", dir);
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}
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}
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}
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}
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}
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}
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#endif
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@ -1,10 +1,12 @@
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/**
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/**
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* @file magnetometer_init.h
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* @file magnetometer_init.h
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* @brief Initialise the magnetometer sensor and calculate the direction of the car
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* @author Woon Jun Wei
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* @details This file contains the function prototypes for the magnetometer sensor
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* @brief Initialise the magnetometer sensor and
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* and the function to calculate the direction of the car
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* calculate the direction of the car
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* based on the magnetometer sensor data
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*
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* @author Woon Jun Wei
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* @details This file contains the function prototypes for the
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* magnetometer sensor and the function to calculate
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* the direction of the car based on the magnetometer sensor data
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*/
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*/
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#ifndef MAGNETOMETER_INIT_H
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#ifndef MAGNETOMETER_INIT_H
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@ -25,16 +27,31 @@
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#include "LSM303DLHC_register.h"
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#include "LSM303DLHC_register.h"
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// Semaphores
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// Semaphores
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//SemaphoreHandle_t g_magnetometer_sem = NULL;
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//SemaphoreHandle_t g_accelerometer_sem = NULL;
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SemaphoreHandle_t g_direction_sem = NULL;
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SemaphoreHandle_t g_direction_sem = NULL;
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// Message Buffers
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direction_t g_direction = {
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//MessageBufferHandle_t g_magnetometer_buffer = NULL;
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.roll = 0,
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//MessageBufferHandle_t g_accelerometer_buffer = NULL;
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.pitch = 0,
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// .heading = 0,
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.yaw = 0,
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.orientation = NORTH,
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.roll_angle = LEFT,
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.pitch_angle = UP
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};
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/**
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* @brief Initialise the LSM303DLHC sensor (Accelerometer and Magnetometer)
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* @details
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* Accelerometer - Normal power mode, all axes enabled, 10 Hz,
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* Full Scale +-2g, continuous update
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*
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* Magnetometer - Continuous-conversion mode, Gain = +/- 1.3,
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* Enable temperature sensor, 220 Hz
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*
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* @return None
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*/
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static void
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static void
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lsm303_reset() {
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LSM303DLHC_init() {
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/**
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/**
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* Accelerometer Setup
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* Accelerometer Setup
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*/
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*/
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@ -59,22 +76,23 @@ lsm303_reset() {
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buf[1] = 0x00;
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buf[1] = 0x00;
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i2c_write_blocking(i2c_default, MAG_ADDR, buf, 2, false);
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i2c_write_blocking(i2c_default, MAG_ADDR, buf, 2, false);
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// CRA_REG_M (0x00), 15 Hz (0x10 -> 00010000)
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// buf[0] = LSM303_CRA_REG_M;
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// buf[1] = 0x10;
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// i2c_write_blocking(i2c_default, MAG_ADDR, buf, 2, false);
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// CRB_REG_M (0x01) - Gain = +/- 1.3 (0x20 -> 00100000)
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// CRB_REG_M (0x01) - Gain = +/- 1.3 (0x20 -> 00100000)
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buf[0] = LSM303_CRB_REG_M;
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buf[0] = LSM303_CRB_REG_M;
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buf[1] = 0x20;
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buf[1] = 0x20;
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i2c_write_blocking(i2c_default, MAG_ADDR, buf, 2, false);
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i2c_write_blocking(i2c_default, MAG_ADDR, buf, 2, false);
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// CRA_REG_M (0x00), 0x9C = 0b1001 1100
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// CRA_REG_M (0x00), 0x9C = 0b1001 1100
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// Enable temperature sensor (0x80 -> 1000 0000)
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// 220 Hz (0x1C -> 0001 1100)
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||||||
buf[0] = LSM303_CRA_REG_M;
|
buf[0] = LSM303_CRA_REG_M;
|
||||||
buf[1] = 0x9C;
|
buf[1] = 0x9C;
|
||||||
i2c_write_blocking(i2c_default, MAG_ADDR, buf, 2, false);
|
i2c_write_blocking(i2c_default, MAG_ADDR, buf, 2, false);
|
||||||
}
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* @brief Initialise the Magnetometer Sensor
|
||||||
|
* @details Initialise the I2C Port, SDA and SCL Pins, and the LSM303DLHC Sensor
|
||||||
|
*/
|
||||||
void
|
void
|
||||||
magnetometer_init()
|
magnetometer_init()
|
||||||
{
|
{
|
||||||
|
@ -85,50 +103,12 @@ magnetometer_init()
|
||||||
gpio_pull_up(I2C_SDA);
|
gpio_pull_up(I2C_SDA);
|
||||||
gpio_pull_up(I2C_SCL);
|
gpio_pull_up(I2C_SCL);
|
||||||
|
|
||||||
lsm303_reset();
|
LSM303DLHC_init();
|
||||||
|
|
||||||
// Semaphore
|
// Semaphore
|
||||||
// g_magnetometer_sem = xSemaphoreCreateBinary();
|
|
||||||
// g_accelerometer_sem = xSemaphoreCreateBinary();
|
|
||||||
g_direction_sem = xSemaphoreCreateBinary();
|
g_direction_sem = xSemaphoreCreateBinary();
|
||||||
|
|
||||||
// Message Buffers
|
|
||||||
// g_magnetometer_buffer = xMessageBufferCreate(sizeof(int16_t) * 3);
|
|
||||||
// g_accelerometer_buffer = xMessageBufferCreate(sizeof(int16_t) * 3);
|
|
||||||
|
|
||||||
printf("Magnetometer initialised\n");
|
|
||||||
}
|
}
|
||||||
|
|
||||||
/**
|
|
||||||
* @brief Timer Interrupt Handler for the magnetometer
|
|
||||||
* @param repeatingTimer The timer handler
|
|
||||||
* @return True (To keep the timer running)
|
|
||||||
*/
|
|
||||||
//bool
|
|
||||||
//h_magnetometer_timer_handler(repeating_timer_t *repeatingTimer) {
|
|
||||||
//
|
|
||||||
// BaseType_t xHigherPriorityTaskWoken = pdFALSE;
|
|
||||||
// xSemaphoreGiveFromISR(g_magnetometer_sem,
|
|
||||||
// &xHigherPriorityTaskWoken);
|
|
||||||
// portYIELD_FROM_ISR(xHigherPriorityTaskWoken);
|
|
||||||
// return true;
|
|
||||||
//}
|
|
||||||
|
|
||||||
/**
|
|
||||||
* @brief Timer Interrupt Handler for the accelerometer
|
|
||||||
* @param repeatingTimer The timer handler
|
|
||||||
* @return True (To keep the timer running)
|
|
||||||
*/
|
|
||||||
//bool
|
|
||||||
//h_accelerometer_timer_handler(repeating_timer_t *repeatingTimer) {
|
|
||||||
//
|
|
||||||
// BaseType_t xHigherPriorityTaskWoken = pdFALSE;
|
|
||||||
// xSemaphoreGiveFromISR(g_accelerometer_sem,
|
|
||||||
// &xHigherPriorityTaskWoken);
|
|
||||||
// portYIELD_FROM_ISR(xHigherPriorityTaskWoken);
|
|
||||||
// return true;
|
|
||||||
//}
|
|
||||||
|
|
||||||
/**
|
/**
|
||||||
* @brief Timer Interrupt Handler To calculate the direction of the car
|
* @brief Timer Interrupt Handler To calculate the direction of the car
|
||||||
* @param repeatingTimer The timer handler
|
* @param repeatingTimer The timer handler
|
||||||
|
|
|
@ -1,5 +1,20 @@
|
||||||
|
/**
|
||||||
|
* @file magnetometer_read.h
|
||||||
|
* @author Woon Jun Wei
|
||||||
|
* @brief This file contains the functions to read the data
|
||||||
|
* from the LSM303DLHC accelerometer and magnetometer sensor
|
||||||
|
*/
|
||||||
|
|
||||||
|
#ifndef MAGNETOMETER_READ_H
|
||||||
|
#define MAGNETOMETER_READ_H
|
||||||
#include "magnetometer_init.h"
|
#include "magnetometer_init.h"
|
||||||
|
|
||||||
|
/**
|
||||||
|
* @brief Read Data with I2C, given the address and register
|
||||||
|
* @param addr Address of the device
|
||||||
|
* @param reg Register to read from
|
||||||
|
* @return 1 piece of data read from the register
|
||||||
|
*/
|
||||||
static inline int
|
static inline int
|
||||||
read_data(uint8_t addr, uint8_t reg) {
|
read_data(uint8_t addr, uint8_t reg) {
|
||||||
uint8_t data[1];
|
uint8_t data[1];
|
||||||
|
@ -13,6 +28,10 @@ read_data(uint8_t addr, uint8_t reg) {
|
||||||
return data[0];
|
return data[0];
|
||||||
}
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* @brief Read Accelerometer Data
|
||||||
|
* @param accelerometer Accelerometer Data
|
||||||
|
*/
|
||||||
static inline void
|
static inline void
|
||||||
read_accelerometer(int16_t accelerometer[3]) {
|
read_accelerometer(int16_t accelerometer[3]) {
|
||||||
uint8_t buffer[6];
|
uint8_t buffer[6];
|
||||||
|
@ -37,6 +56,10 @@ read_accelerometer(int16_t accelerometer[3]) {
|
||||||
|
|
||||||
}
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* @brief Read Magnetometer Data
|
||||||
|
* @param magnetometer Magnetometer Data
|
||||||
|
*/
|
||||||
static inline void
|
static inline void
|
||||||
read_magnetometer(int16_t magnetometer[3]) {
|
read_magnetometer(int16_t magnetometer[3]) {
|
||||||
uint8_t buffer[6];
|
uint8_t buffer[6];
|
||||||
|
@ -55,52 +78,4 @@ read_magnetometer(int16_t magnetometer[3]) {
|
||||||
magnetometer[2] = (int16_t) (buffer[4] << 8 | buffer[5]); //zMag
|
magnetometer[2] = (int16_t) (buffer[4] << 8 | buffer[5]); //zMag
|
||||||
}
|
}
|
||||||
|
|
||||||
/**
|
#endif
|
||||||
* FreeRTOS Tasks
|
|
||||||
*/
|
|
||||||
|
|
||||||
|
|
||||||
//void
|
|
||||||
//monitor_magnetometer_task(__unused void *params) {
|
|
||||||
// for (;;)
|
|
||||||
// {
|
|
||||||
// if (xSemaphoreTake(g_magnetometer_sem, portMAX_DELAY) == pdTRUE)
|
|
||||||
// {
|
|
||||||
//// printf("Magnetometer Task");
|
|
||||||
// int16_t magnetometer[3];
|
|
||||||
// read_magnetometer(magnetometer);
|
|
||||||
//
|
|
||||||
// // Send to message buffer
|
|
||||||
// xMessageBufferSend(g_magnetometer_buffer,
|
|
||||||
// &magnetometer,
|
|
||||||
// sizeof(magnetometer),
|
|
||||||
// 0
|
|
||||||
// );
|
|
||||||
//
|
|
||||||
// printf("Magnetometer: %d, %d, %d\n", magnetometer[0],
|
|
||||||
// magnetometer[1], magnetometer[2]);
|
|
||||||
// }
|
|
||||||
// }
|
|
||||||
//}
|
|
||||||
|
|
||||||
//void
|
|
||||||
//monitor_accelerometer_task(__unused void *params) {
|
|
||||||
// for (;;)
|
|
||||||
// {
|
|
||||||
// if (xSemaphoreTake(g_accelerometer_sem, portMAX_DELAY) == pdTRUE)
|
|
||||||
// {
|
|
||||||
// int16_t accelerometer[3];
|
|
||||||
// read_accelerometer(accelerometer);
|
|
||||||
//
|
|
||||||
// // Send to message buffer
|
|
||||||
// xMessageBufferSend(g_accelerometer_buffer,
|
|
||||||
// &accelerometer,
|
|
||||||
// sizeof(accelerometer),
|
|
||||||
// 0
|
|
||||||
// );
|
|
||||||
//
|
|
||||||
// printf("Accelerometer: %d, %d, %d\n", accelerometer[0],
|
|
||||||
// accelerometer[1], accelerometer[2]);
|
|
||||||
// }
|
|
||||||
// }
|
|
||||||
//}
|
|
|
@ -3,47 +3,17 @@
|
||||||
#include "magnetometer_read.h"
|
#include "magnetometer_read.h"
|
||||||
#include "magnetometer_direction.h"
|
#include "magnetometer_direction.h"
|
||||||
|
|
||||||
//#define READ_MAGNETOMETER_PRIORITY (tskIDLE_PRIORITY + 2UL)
|
|
||||||
//#define READ_ACCELEROMETER_PRIORITY (tskIDLE_PRIORITY + 3UL)
|
|
||||||
#define DIRECTION_TASK_PRIORITY (tskIDLE_PRIORITY + 1UL)
|
#define DIRECTION_TASK_PRIORITY (tskIDLE_PRIORITY + 1UL)
|
||||||
|
|
||||||
void
|
void
|
||||||
launch()
|
launch()
|
||||||
{
|
{
|
||||||
struct repeating_timer g_direction_timer;
|
struct repeating_timer g_direction_timer;
|
||||||
add_repeating_timer_ms(1000,
|
add_repeating_timer_ms(DIRECTION_READ_DELAY,
|
||||||
h_direction_timer_handler,
|
h_direction_timer_handler,
|
||||||
NULL,
|
NULL,
|
||||||
&g_direction_timer);
|
&g_direction_timer);
|
||||||
|
|
||||||
// struct repeating_timer g_magnetometer_timer;
|
|
||||||
// add_repeating_timer_ms(MAGNETOMETER_READ_DELAY,
|
|
||||||
// h_magnetometer_timer_handler,
|
|
||||||
// NULL,
|
|
||||||
// &g_magnetometer_timer);
|
|
||||||
//
|
|
||||||
// struct repeating_timer g_accelerometer_timer;
|
|
||||||
// add_repeating_timer_ms(ACCELEROMETER_READ_DELAY,
|
|
||||||
// h_accelerometer_timer_handler,
|
|
||||||
// NULL,
|
|
||||||
// &g_accelerometer_timer);
|
|
||||||
|
|
||||||
// TaskHandle_t h_monitor_magnetometer_task = NULL;
|
|
||||||
// xTaskCreate(monitor_magnetometer_task,
|
|
||||||
// "Monitor Magnetometer Task",
|
|
||||||
// configMINIMAL_STACK_SIZE,
|
|
||||||
// NULL,
|
|
||||||
// READ_MAGNETOMETER_PRIORITY,
|
|
||||||
// &h_monitor_magnetometer_task);
|
|
||||||
|
|
||||||
// TaskHandle_t h_monitor_accelerometer_task = NULL;
|
|
||||||
// xTaskCreate(monitor_accelerometer_task,
|
|
||||||
// "Monitor Accelerometer Task",
|
|
||||||
// configMINIMAL_STACK_SIZE,
|
|
||||||
// NULL,
|
|
||||||
// READ_ACCELEROMETER_PRIORITY,
|
|
||||||
// &h_monitor_accelerometer_task);
|
|
||||||
|
|
||||||
TaskHandle_t h_monitor_direction_task = NULL;
|
TaskHandle_t h_monitor_direction_task = NULL;
|
||||||
xTaskCreate(monitor_direction_task,
|
xTaskCreate(monitor_direction_task,
|
||||||
"Monitor Direction Task",
|
"Monitor Direction Task",
|
||||||
|
|
Loading…
Reference in New Issue