16 #ifndef EKF__UPDATE__IMU_UPDATER_HPP_
17 #define EKF__UPDATE__IMU_UPDATER_HPP_
19 #include <eigen3/Eigen/Eigen>
24 #include "ekf/update/updater.hpp"
25 #include "infrastructure/data_logger.hpp"
47 const std::string & log_file_directory,
49 std::shared_ptr<DebugLogger> logger
78 const Eigen::Vector3d & acceleration,
79 const Eigen::Matrix3d & acceleration_covariance,
80 const Eigen::Vector3d & angular_rate,
81 const Eigen::Matrix3d & angular_rate_covariance
96 const Eigen::Vector3d & acceleration,
97 const Eigen::Matrix3d & acceleration_covariance,
98 const Eigen::Vector3d & angular_rate,
99 const Eigen::Matrix3d & angular_rate_covariance
119 const Eigen::Vector3d & angular_rate,
120 const Eigen::Matrix3d & angular_rate_covariance
124 Eigen::Vector3d m_pos_i_in_g {0.0, 0.0, 0.0};
125 Eigen::Quaterniond m_ang_i_to_b {1.0, 0.0, 0.0, 0.0};
128 bool m_initial_motion_detected{
false};
DataLogger class.
Definition: data_logger.hpp:26
Calibration EKF class.
Definition: ekf.hpp:39
EKF Updater Class for IMU Sensors.
Definition: imu_updater.hpp:32
Eigen::VectorXd PredictMeasurement(EKF &ekf)
Predict acceleration measurement.
Definition: imu_updater.cpp:301
void UpdateEKF(EKF &ekf, double time, const Eigen::Vector3d &acceleration, const Eigen::Matrix3d &acceleration_covariance, const Eigen::Vector3d &angular_rate, const Eigen::Matrix3d &angular_rate_covariance)
EKF update method for IMU measurements.
Definition: imu_updater.cpp:66
bool ZeroAccelerationUpdate(EKF &ekf, double local_time, const Eigen::Vector3d &acceleration, const Eigen::Matrix3d &acceleration_covariance, const Eigen::Vector3d &angular_rate, const Eigen::Matrix3d &angular_rate_covariance)
Check for and perform a zero-acceleration update.
Definition: imu_updater.cpp:182
Eigen::MatrixXd GetZeroAccelerationJacobian(EKF &ekf)
Zero acceleration Jacobian method.
Definition: imu_updater.cpp:155
void AngularUpdate(EKF &ekf, const Eigen::Vector3d &angular_rate, const Eigen::Matrix3d &angular_rate_covariance)
IMU state angular rate updater.
Definition: imu_updater.cpp:389
Eigen::MatrixXd GetMeasurementJacobian(EKF &ekf)
Calculate measurement jacobian.
Definition: imu_updater.cpp:328
ImuUpdater(unsigned int imu_id, bool is_extrinsic, bool is_intrinsic, const std::string &log_file_directory, double data_log_rate, std::shared_ptr< DebugLogger > logger)
IMU EKF Updater Constructor.
Definition: imu_updater.cpp:35
Base class for EKF updater classes.
Definition: updater.hpp:29