change nav.h to sens_fus.h; create nav.h to manage waypoints (automatic navigation); add packet_handler.h
This commit is contained in:
parent
aa2a3710d0
commit
76db0b0d15
|
|
@ -5,7 +5,7 @@
|
|||
#include <Wire.h>
|
||||
|
||||
#include "freertos/idf_additions.h"
|
||||
#include "nav.h"
|
||||
#include "sens_fus.h"
|
||||
|
||||
#define SEALEVELPRESSURE_HPA (1030)
|
||||
|
||||
|
|
@ -90,18 +90,19 @@ void baro_poll_task(void *_) {
|
|||
|
||||
float v_z = (filtered_alt - last_alt) / dt;
|
||||
|
||||
if (nav_mutex && xSemaphoreTake(nav_mutex, (TickType_t)20) == pdTRUE) {
|
||||
if (sens_fus_mutex &&
|
||||
xSemaphoreTake(sens_fus_mutex, (TickType_t)20) == pdTRUE) {
|
||||
|
||||
Eigen::Vector3f baro_pos = nav_filter.position;
|
||||
Eigen::Vector3f baro_pos = sens_fus.position;
|
||||
baro_pos.z() = filtered_alt;
|
||||
|
||||
Eigen::Vector3f baro_vel = nav_filter.velocity;
|
||||
Eigen::Vector3f baro_vel = sens_fus.velocity;
|
||||
baro_vel.z() = v_z;
|
||||
|
||||
// Update the filter with Baro data
|
||||
nav_filter.measure_baro(dt, baro_pos, baro_vel);
|
||||
sens_fus.measure_baro(dt, baro_pos, baro_vel);
|
||||
|
||||
xSemaphoreGive(nav_mutex);
|
||||
xSemaphoreGive(sens_fus_mutex);
|
||||
}
|
||||
|
||||
last_alt = filtered_alt;
|
||||
|
|
|
|||
12
main/gps.cpp
12
main/gps.cpp
|
|
@ -1,6 +1,6 @@
|
|||
#include "gps.h"
|
||||
#include "esp_log.h"
|
||||
#include "nav.h"
|
||||
#include "sens_fus.h"
|
||||
|
||||
static const char *TAG = "GPS_TASK";
|
||||
|
||||
|
|
@ -17,15 +17,15 @@ void gps_poll_task(void *_) {
|
|||
|
||||
// ESP_LOGI(TAG, "Polling gps.");
|
||||
gps->poll();
|
||||
if (gps->gps_avaliable() && nav_mutex &&
|
||||
xSemaphoreTake(nav_mutex, (TickType_t)2) == pdTRUE) {
|
||||
if (gps->gps_avaliable() && sens_fus_mutex &&
|
||||
xSemaphoreTake(sens_fus_mutex, (TickType_t)2) == pdTRUE) {
|
||||
auto vel = gps->velocity().value_or(Eigen::Vector2f::Zero());
|
||||
auto coords = gps->get_coordinates();
|
||||
if (coords.has_value()) {
|
||||
nav_filter.measure_gps(1.0, gps->get_coordinates().value(),
|
||||
Eigen::Vector3f(vel.x(), vel.y(), 0.0));
|
||||
sens_fus.measure_gps(1.0, gps->get_coordinates().value(),
|
||||
Eigen::Vector3f(vel.x(), vel.y(), 0.0));
|
||||
}
|
||||
xSemaphoreGive(nav_mutex);
|
||||
xSemaphoreGive(sens_fus_mutex);
|
||||
}
|
||||
xSemaphoreGive(gps_mutex);
|
||||
} else {
|
||||
|
|
|
|||
10
main/imu.cpp
10
main/imu.cpp
|
|
@ -3,7 +3,7 @@
|
|||
#include "esp_timer.h"
|
||||
#include "freertos/idf_additions.h"
|
||||
#include "hal/spi_types.h"
|
||||
#include "nav.h"
|
||||
#include "sens_fus.h"
|
||||
|
||||
#ifdef PS
|
||||
#undef PS
|
||||
|
|
@ -50,10 +50,10 @@ BNO08x *setup_imu(imu_state *state) {
|
|||
float dt = ((float)(current_time - state->last_time)) / 1000000.0f;
|
||||
Vec3C accel_global = apply_rot(&state->accel, &state->rot);
|
||||
|
||||
if (xSemaphoreTake(nav_mutex, (TickType_t)2) == pdTRUE) {
|
||||
nav_filter.predict(dt, Eigen::Vector3f(accel_global.x, accel_global.y,
|
||||
accel_global.z));
|
||||
xSemaphoreGive(nav_mutex);
|
||||
if (xSemaphoreTake(sens_fus_mutex, (TickType_t)2) == pdTRUE) {
|
||||
sens_fus.predict(dt, Eigen::Vector3f(accel_global.x, accel_global.y,
|
||||
accel_global.z));
|
||||
xSemaphoreGive(sens_fus_mutex);
|
||||
} else {
|
||||
ESP_LOGE(TAG, "Failed to get mutex.");
|
||||
}
|
||||
|
|
|
|||
|
|
@ -13,18 +13,19 @@
|
|||
|
||||
#include "env_sens.h"
|
||||
#include "gps.h"
|
||||
#include "nav.h"
|
||||
#include "radio.h"
|
||||
|
||||
#include "imu.h"
|
||||
#include "nav.h"
|
||||
#include "packet_handler.h"
|
||||
#include "radio.h"
|
||||
#include "sens_fus.h"
|
||||
|
||||
static const char *TAG = "MAIN";
|
||||
|
||||
void handle_packet(uint8_t *packet_addr);
|
||||
|
||||
extern "C" void app_main(void) {
|
||||
|
||||
sens_fus_mutex = xSemaphoreCreateMutex();
|
||||
nav_mutex = xSemaphoreCreateMutex();
|
||||
|
||||
initArduino();
|
||||
gpio_install_isr_service(0);
|
||||
Serial.begin(115200);
|
||||
|
|
@ -38,7 +39,7 @@ extern "C" void app_main(void) {
|
|||
NULL, // Parameters
|
||||
5, // Priority (higher = more urgent)
|
||||
NULL, // Task handle
|
||||
1 // Core ID
|
||||
0 // Core ID
|
||||
);
|
||||
|
||||
xTaskCreate(env_sens::baro_poll_task, "baro_poll", 8192, NULL, 1, NULL);
|
||||
|
|
@ -73,11 +74,12 @@ extern "C" void app_main(void) {
|
|||
}
|
||||
env_sens::dbg_sens();
|
||||
|
||||
if (nav_mutex && xSemaphoreTake(nav_mutex, pdMS_TO_TICKS(10)) == pdTRUE) {
|
||||
local_pos = nav_filter.position;
|
||||
local_vel = nav_filter.velocity;
|
||||
if (sens_fus_mutex &&
|
||||
xSemaphoreTake(sens_fus_mutex, pdMS_TO_TICKS(10)) == pdTRUE) {
|
||||
local_pos = sens_fus.position;
|
||||
local_vel = sens_fus.velocity;
|
||||
nav_data_ready = true;
|
||||
xSemaphoreGive(nav_mutex); // RELEASE IMMEDIATELY
|
||||
xSemaphoreGive(sens_fus_mutex);
|
||||
}
|
||||
|
||||
if (nav_data_ready) {
|
||||
|
|
@ -90,42 +92,3 @@ extern "C" void app_main(void) {
|
|||
vTaskDelay(pdMS_TO_TICKS(1000));
|
||||
}
|
||||
}
|
||||
|
||||
void handle_packet(uint8_t *packet_addr) {
|
||||
PACKET_TYPE packet_type = *((PACKET_TYPE *)packet_addr);
|
||||
|
||||
if (packet_type == PACKET_TYPE::COMMAND_REQUEST) {
|
||||
|
||||
packet_command_request *packet =
|
||||
(packet_command_request *)(packet_addr + sizeof(PACKET_TYPE));
|
||||
PACKET_TYPE requested_type = packet->packet_requested;
|
||||
std::pair<uint8_t *, size_t> resp_packet = {nullptr, 0};
|
||||
|
||||
if (requested_type == PACKET_TYPE::INFO_DRONE_POSITION) {
|
||||
resp_packet = create_packet_pooled(
|
||||
PACKET_TYPE::INFO_DRONE_POSITION,
|
||||
packet_info_drone_position{
|
||||
{nav_filter.position.x(), nav_filter.position.y(),
|
||||
nav_filter.position.z()},
|
||||
{nav_filter.velocity.x(), nav_filter.velocity.y(),
|
||||
nav_filter.velocity.z()},
|
||||
{0.0, 0.0, 0.0}});
|
||||
}
|
||||
|
||||
if (requested_type == PACKET_TYPE::INFO_DRONE_STATUS) {
|
||||
|
||||
if (gps_mutex && xSemaphoreTake(gps_mutex, (TickType_t)20) == pdTRUE) {
|
||||
|
||||
resp_packet = create_packet_pooled(
|
||||
PACKET_TYPE::INFO_DRONE_STATUS,
|
||||
packet_info_drone_status{
|
||||
{gps->origin_long, gps->origin_lat}, millis(), 0});
|
||||
xSemaphoreGive(gps_mutex);
|
||||
}
|
||||
}
|
||||
|
||||
if (resp_packet.first != nullptr) {
|
||||
xQueueSend(packet_tx_queue, resp_packet.first, portMAX_DELAY);
|
||||
}
|
||||
}
|
||||
}
|
||||
|
|
|
|||
|
|
@ -0,0 +1 @@
|
|||
#include "nav.h"
|
||||
98
main/nav.h
98
main/nav.h
|
|
@ -1,6 +1,8 @@
|
|||
#pragma once
|
||||
|
||||
#include "Eigen/Core"
|
||||
#include "freertos/idf_additions.h"
|
||||
#include <cmath>
|
||||
#include <cstdint>
|
||||
|
||||
#ifdef PS
|
||||
#undef PS
|
||||
|
|
@ -12,87 +14,33 @@
|
|||
|
||||
#include <Eigen/Dense>
|
||||
|
||||
inline float getYawDifference(const Eigen::Vector3f &v_gps,
|
||||
const Eigen::Vector3f &v_imu) {
|
||||
float yaw_gps = std::atan2(v_gps.y(), v_gps.x());
|
||||
float yaw_imu = std::atan2(v_imu.y(), v_imu.x());
|
||||
#define WAYPOINT_COUNT 8
|
||||
|
||||
float delta_yaw = yaw_gps - yaw_imu;
|
||||
struct waypoint {
|
||||
Eigen::Vector3f coords; // long, lat, alt
|
||||
bool active; // active or to be skipped
|
||||
};
|
||||
|
||||
return std::atan2(std::sin(delta_yaw), std::cos(delta_yaw));
|
||||
}
|
||||
struct drone_nav {
|
||||
waypoint waypoints[WAYPOINT_COUNT];
|
||||
uint8_t current_waypoint;
|
||||
|
||||
struct nav_compl {
|
||||
Eigen::Vector3f position = Eigen::Vector3f::Zero();
|
||||
Eigen::Vector3f velocity = Eigen::Vector3f::Zero();
|
||||
float yaw_offset = 0.0f;
|
||||
|
||||
// Time Constants per axis (X, Y, Z)
|
||||
// Lower = faster tracking of GPS; Higher = smoother/more IMU trust
|
||||
Eigen::Vector3f tau_gps_pos = {0.5f, 0.5f, 0.5f};
|
||||
Eigen::Vector3f tau_gps_vel = {1.0f, 1.0f, INFINITY};
|
||||
|
||||
Eigen::Vector3f tau_baro_pos = {INFINITY, INFINITY, 5.0f};
|
||||
Eigen::Vector3f tau_baro_vel = {INFINITY, INFINITY, 10.0f};
|
||||
|
||||
float tau_yaw = 2.0f; // Yaw remains a scalar
|
||||
|
||||
void predict(float dt, Eigen::Vector3f accel) {
|
||||
// Rotate body-frame accel to world-frame
|
||||
Eigen::Vector3f accel_rotated =
|
||||
Eigen::AngleAxisf(this->yaw_offset, Eigen::Vector3f::UnitZ()) * accel;
|
||||
|
||||
Eigen::Vector3f next_velocity = this->velocity + (accel_rotated * dt);
|
||||
|
||||
// Trapezoidal integration for position
|
||||
this->position += (this->velocity + next_velocity) * 0.5f * dt;
|
||||
this->velocity = next_velocity;
|
||||
}
|
||||
|
||||
void measure_gps(float dt, Eigen::Vector3f gps_pos, Eigen::Vector3f gps_vel) {
|
||||
// Calculate Alpha vectors using element-wise operations
|
||||
// Formula: alpha = dt / (tau + dt)
|
||||
Eigen::Vector3f alpha_pos = dt / (tau_gps_pos.array() + dt);
|
||||
Eigen::Vector3f alpha_vel = dt / (tau_gps_vel.array() + dt);
|
||||
float alpha_yaw = dt / (tau_yaw + dt);
|
||||
|
||||
// 1. Position Update (Element-wise LPF)
|
||||
// res = (1 - alpha) * state + alpha * measurement
|
||||
this->position =
|
||||
(Eigen::Vector3f::Ones() - alpha_pos).array() * this->position.array() +
|
||||
alpha_pos.array() * gps_pos.array();
|
||||
|
||||
// 2. Yaw Correction (only if moving > 1.0 m/s)
|
||||
if (gps_vel.norm() > 1.0f) {
|
||||
float yaw_delta = getYawDifference(gps_vel, this->velocity);
|
||||
this->yaw_offset += yaw_delta * alpha_yaw;
|
||||
|
||||
this->yaw_offset =
|
||||
std::atan2(std::sin(this->yaw_offset), std::cos(this->yaw_offset));
|
||||
void set_active_mask(uint8_t mask) {
|
||||
for (int i = 0; i < WAYPOINT_COUNT; i++) {
|
||||
this->waypoints[i].active = (mask & (1 << i)) != 0;
|
||||
}
|
||||
|
||||
// 3. Velocity Update (Element-wise LPF)
|
||||
this->velocity =
|
||||
(Eigen::Vector3f::Ones() - alpha_vel).array() * this->velocity.array() +
|
||||
alpha_vel.array() * gps_vel.array();
|
||||
}
|
||||
|
||||
void measure_baro(float dt, Eigen::Vector3f baro_pos,
|
||||
Eigen::Vector3f baro_vel) {
|
||||
// Calculate Alpha vectors using element-wise operations
|
||||
// Formula: alpha = dt / (tau + dt)
|
||||
Eigen::Vector3f alpha_pos = dt / (tau_baro_pos.array() + dt);
|
||||
Eigen::Vector3f alpha_vel = dt / (tau_baro_vel.array() + dt);
|
||||
|
||||
this->position =
|
||||
(Eigen::Vector3f::Ones() - alpha_pos).array() * this->position.array() +
|
||||
alpha_pos.array() * baro_pos.array();
|
||||
|
||||
this->velocity =
|
||||
(Eigen::Vector3f::Ones() - alpha_vel).array() * this->velocity.array() +
|
||||
alpha_vel.array() * baro_vel.array();
|
||||
uint8_t get_active_mask() {
|
||||
uint8_t mask = 0;
|
||||
for (int i = 0; i < WAYPOINT_COUNT; i++) {
|
||||
if (waypoints[i].active) {
|
||||
mask |= (1 << i);
|
||||
}
|
||||
}
|
||||
return mask;
|
||||
}
|
||||
};
|
||||
|
||||
inline SemaphoreHandle_t nav_mutex = NULL;
|
||||
inline nav_compl nav_filter;
|
||||
inline drone_nav nav_man;
|
||||
|
|
|
|||
|
|
@ -0,0 +1,134 @@
|
|||
#include "packet_handler.h"
|
||||
|
||||
#include "Eigen/Core"
|
||||
#include "drone_comms.h"
|
||||
#include "freertos/idf_additions.h"
|
||||
#include "gps.h"
|
||||
#include "nav.h"
|
||||
#include "portmacro.h"
|
||||
#include "radio.h"
|
||||
#include "sens_fus.h"
|
||||
#include <cstdint>
|
||||
|
||||
#ifdef PS
|
||||
#undef PS
|
||||
#endif
|
||||
|
||||
#ifdef F
|
||||
#undef F
|
||||
#endif
|
||||
|
||||
#include <Eigen/Dense>
|
||||
|
||||
void handle_request(uint8_t *packet_addr);
|
||||
|
||||
void handle_waypoint_update(uint8_t *packet_addr, uint8_t index);
|
||||
void handle_nav_update(uint8_t *packet_addr);
|
||||
|
||||
void handle_packet(uint8_t *packet_addr) {
|
||||
PACKET_TYPE packet_type = *((PACKET_TYPE *)packet_addr);
|
||||
if (packet_type == PACKET_TYPE::COMMAND_REQUEST) {
|
||||
handle_request(packet_addr);
|
||||
}
|
||||
|
||||
// NAV SETTERS
|
||||
if (packet_type >= PACKET_TYPE::DRONE_NAV_WAYPOINT_0 &&
|
||||
packet_type <= PACKET_TYPE::DRONE_NAV_WAYPOINT_7) {
|
||||
uint8_t index = packet_type - PACKET_TYPE::DRONE_NAV_WAYPOINT_0;
|
||||
handle_waypoint_update(packet_addr, index);
|
||||
}
|
||||
if (packet_type == PACKET_TYPE::DRONE_NAV) {
|
||||
handle_nav_update(packet_addr);
|
||||
}
|
||||
}
|
||||
|
||||
void handle_waypoint_update(uint8_t *packet_addr, uint8_t index) {
|
||||
packet_drone_nav_waypoint *packet =
|
||||
(packet_drone_nav_waypoint *)(packet_addr + sizeof(PACKET_TYPE));
|
||||
float lon, lat, alt;
|
||||
lon = packet->coord[0];
|
||||
lat = packet->coord[1];
|
||||
alt = packet->coord[2];
|
||||
Eigen::Vector3f coords(lon, lat, alt);
|
||||
|
||||
if (xSemaphoreTake(nav_mutex, portMAX_DELAY)) {
|
||||
nav_man.waypoints[index].coords = coords;
|
||||
xSemaphoreGive(nav_mutex);
|
||||
}
|
||||
}
|
||||
|
||||
void handle_nav_update(uint8_t *packet_addr) {
|
||||
packet_drone_nav *packet =
|
||||
(packet_drone_nav *)(packet_addr + sizeof(PACKET_TYPE));
|
||||
|
||||
if (xSemaphoreTake(nav_mutex, portMAX_DELAY)) {
|
||||
nav_man.set_active_mask(packet->active_mask);
|
||||
nav_man.current_waypoint = packet->current_waypoint;
|
||||
}
|
||||
}
|
||||
|
||||
void handle_request(uint8_t *packet_addr) {
|
||||
|
||||
packet_command_request *packet =
|
||||
(packet_command_request *)(packet_addr + sizeof(PACKET_TYPE));
|
||||
PACKET_TYPE requested_type = packet->packet_requested;
|
||||
std::pair<uint8_t *, size_t> resp_packet = {nullptr, 0};
|
||||
|
||||
if (requested_type == PACKET_TYPE::INFO_DRONE_POSITION) {
|
||||
// TODO: send pitch, roll, yaw
|
||||
resp_packet =
|
||||
create_packet_pooled(PACKET_TYPE::INFO_DRONE_POSITION,
|
||||
packet_info_drone_position{
|
||||
{sens_fus.position.x(), sens_fus.position.y(),
|
||||
sens_fus.position.z()},
|
||||
{sens_fus.velocity.x(), sens_fus.velocity.y(),
|
||||
sens_fus.velocity.z()},
|
||||
{0.0, 0.0, 0.0}});
|
||||
}
|
||||
|
||||
if (requested_type == PACKET_TYPE::INFO_DRONE_STATUS) {
|
||||
|
||||
if (gps_mutex && xSemaphoreTake(gps_mutex, portMAX_DELAY) == pdTRUE) {
|
||||
|
||||
// TODO: Absolute time from GPS instead of 0
|
||||
resp_packet = create_packet_pooled(
|
||||
PACKET_TYPE::INFO_DRONE_STATUS,
|
||||
packet_info_drone_status{
|
||||
{gps->origin_long, gps->origin_lat}, millis(), 0});
|
||||
xSemaphoreGive(gps_mutex);
|
||||
}
|
||||
}
|
||||
|
||||
// Navigation
|
||||
if (requested_type == PACKET_TYPE::DRONE_NAV) {
|
||||
|
||||
uint8_t active_mask, current;
|
||||
if (xSemaphoreTake(nav_mutex, portMAX_DELAY)) {
|
||||
active_mask = nav_man.get_active_mask();
|
||||
current = nav_man.current_waypoint;
|
||||
xSemaphoreGive(nav_mutex);
|
||||
|
||||
resp_packet = create_packet_pooled(
|
||||
PACKET_TYPE::DRONE_NAV, packet_drone_nav{active_mask, current});
|
||||
}
|
||||
}
|
||||
|
||||
if (requested_type >= PACKET_TYPE::DRONE_NAV_WAYPOINT_0 &&
|
||||
requested_type <= PACKET_TYPE::DRONE_NAV_WAYPOINT_7) {
|
||||
uint8_t index = requested_type - PACKET_TYPE::DRONE_NAV_WAYPOINT_0;
|
||||
|
||||
Eigen::Vector3f coords;
|
||||
if (xSemaphoreTake(nav_mutex, portMAX_DELAY)) {
|
||||
coords = nav_man.waypoints[index].coords;
|
||||
xSemaphoreGive(nav_mutex);
|
||||
}
|
||||
|
||||
resp_packet = create_packet_pooled(
|
||||
requested_type,
|
||||
packet_drone_nav_waypoint{{coords[0], coords[1], coords[2]}});
|
||||
}
|
||||
|
||||
if (resp_packet.first != nullptr) {
|
||||
xQueueSend(packet_tx_queue, resp_packet.first, portMAX_DELAY);
|
||||
}
|
||||
}
|
||||
|
|
@ -0,0 +1,5 @@
|
|||
#pragma once
|
||||
|
||||
#include <cstdint>
|
||||
|
||||
void handle_packet(uint8_t *packet_addr);
|
||||
|
|
@ -0,0 +1,97 @@
|
|||
#pragma once
|
||||
#include "freertos/idf_additions.h"
|
||||
#include <cmath>
|
||||
|
||||
#ifdef PS
|
||||
#undef PS
|
||||
#endif
|
||||
|
||||
#ifdef F
|
||||
#undef F
|
||||
#endif
|
||||
|
||||
#include <Eigen/Dense>
|
||||
|
||||
inline float getYawDifference(const Eigen::Vector3f &v_gps,
|
||||
const Eigen::Vector3f &v_imu) {
|
||||
float yaw_gps = std::atan2(v_gps.y(), v_gps.x());
|
||||
float yaw_imu = std::atan2(v_imu.y(), v_imu.x());
|
||||
|
||||
float delta_yaw = yaw_gps - yaw_imu;
|
||||
return std::atan2(std::sin(delta_yaw), std::cos(delta_yaw));
|
||||
}
|
||||
|
||||
struct sens_fus_compl {
|
||||
Eigen::Vector3f position = Eigen::Vector3f::Zero();
|
||||
Eigen::Vector3f velocity = Eigen::Vector3f::Zero();
|
||||
float yaw_offset = 0.0f;
|
||||
|
||||
// Time Constants per axis (X, Y, Z)
|
||||
// Lower = faster tracking of GPS; Higher = smoother/more IMU trust
|
||||
Eigen::Vector3f tau_gps_pos = {0.5f, 0.5f, 0.5f};
|
||||
Eigen::Vector3f tau_gps_vel = {1.0f, 1.0f, INFINITY};
|
||||
|
||||
Eigen::Vector3f tau_baro_pos = {INFINITY, INFINITY, 5.0f};
|
||||
Eigen::Vector3f tau_baro_vel = {INFINITY, INFINITY, 10.0f};
|
||||
|
||||
float tau_yaw = 2.0f; // Yaw remains a scalar
|
||||
|
||||
void predict(float dt, Eigen::Vector3f accel) {
|
||||
// Rotate body-frame accel to world-frame
|
||||
Eigen::Vector3f accel_rotated =
|
||||
Eigen::AngleAxisf(this->yaw_offset, Eigen::Vector3f::UnitZ()) * accel;
|
||||
|
||||
Eigen::Vector3f next_velocity = this->velocity + (accel_rotated * dt);
|
||||
|
||||
// Trapezoidal integration for position
|
||||
this->position += (this->velocity + next_velocity) * 0.5f * dt;
|
||||
this->velocity = next_velocity;
|
||||
}
|
||||
|
||||
void measure_gps(float dt, Eigen::Vector3f gps_pos, Eigen::Vector3f gps_vel) {
|
||||
// Calculate Alpha vectors using element-wise operations
|
||||
// Formula: alpha = dt / (tau + dt)
|
||||
Eigen::Vector3f alpha_pos = dt / (tau_gps_pos.array() + dt);
|
||||
Eigen::Vector3f alpha_vel = dt / (tau_gps_vel.array() + dt);
|
||||
float alpha_yaw = dt / (tau_yaw + dt);
|
||||
|
||||
// 1. Position Update (Element-wise LPF)
|
||||
// res = (1 - alpha) * state + alpha * measurement
|
||||
this->position =
|
||||
(Eigen::Vector3f::Ones() - alpha_pos).array() * this->position.array() +
|
||||
alpha_pos.array() * gps_pos.array();
|
||||
|
||||
// 2. Yaw Correction (only if moving > 1.0 m/s)
|
||||
if (gps_vel.norm() > 1.0f) {
|
||||
float yaw_delta = getYawDifference(gps_vel, this->velocity);
|
||||
this->yaw_offset += yaw_delta * alpha_yaw;
|
||||
|
||||
this->yaw_offset =
|
||||
std::atan2(std::sin(this->yaw_offset), std::cos(this->yaw_offset));
|
||||
}
|
||||
|
||||
// 3. Velocity Update (Element-wise LPF)
|
||||
this->velocity =
|
||||
(Eigen::Vector3f::Ones() - alpha_vel).array() * this->velocity.array() +
|
||||
alpha_vel.array() * gps_vel.array();
|
||||
}
|
||||
|
||||
void measure_baro(float dt, Eigen::Vector3f baro_pos,
|
||||
Eigen::Vector3f baro_vel) {
|
||||
// Calculate Alpha vectors using element-wise operations
|
||||
// Formula: alpha = dt / (tau + dt)
|
||||
Eigen::Vector3f alpha_pos = dt / (tau_baro_pos.array() + dt);
|
||||
Eigen::Vector3f alpha_vel = dt / (tau_baro_vel.array() + dt);
|
||||
|
||||
this->position =
|
||||
(Eigen::Vector3f::Ones() - alpha_pos).array() * this->position.array() +
|
||||
alpha_pos.array() * baro_pos.array();
|
||||
|
||||
this->velocity =
|
||||
(Eigen::Vector3f::Ones() - alpha_vel).array() * this->velocity.array() +
|
||||
alpha_vel.array() * baro_vel.array();
|
||||
}
|
||||
};
|
||||
|
||||
inline SemaphoreHandle_t sens_fus_mutex = NULL;
|
||||
inline sens_fus_compl sens_fus;
|
||||
Loading…
Reference in New Issue