ekf2: access state covariance using enum

This commit is contained in:
bresch
2023-09-01 17:28:58 +02:00
committed by Daniel Agar
parent 9c41c06325
commit 779ea3f4d1
15 changed files with 256 additions and 181 deletions
@@ -558,3 +558,12 @@ generate_px4_function(compute_drag_y_innov_var_and_k, output_names=["innov_var",
generate_px4_function(compute_gravity_innov_var_and_k_and_h, output_names=["innov", "innov_var", "Kx", "Ky", "Kz"])
generate_px4_function(quat_var_to_rot_var, output_names=["rot_var"])
generate_px4_function(rot_var_ned_to_lower_triangular_quat_cov, output_names=["q_cov_lower_triangle"])
generate_px4_state({"quat_nominal": sf.V4,
"vel": sf.V3,
"pos": sf.V3,
"gyro_bias": sf.V3,
"accel_bias": sf.V3,
"mag_I": sf.V3,
"mag_B": sf.V3,
"wind_vel": sf.V2})
@@ -87,3 +87,31 @@ def generate_python_function(function_name, output_names):
metadata = codegen.generate_function(
output_dir="generated",
skip_directory_nesting=True)
def generate_px4_state(states):
print("Generate EKF state definition")
filename = "state.h"
f = open(f"./generated/{filename}", "w")
header = ["// --------------------------------------------------\n",
"// This file was autogenerated, do NOT modify by hand\n",
"// --------------------------------------------------\n",
"\n#ifndef EKF_STATE_H",
"\n#define EKF_STATE_H\n\n",
"namespace estimator\n{\n"]
f.writelines(header)
f.write("struct IdxDof { unsigned idx; unsigned dof; };\n");
f.write("namespace State {\n");
start_index = 0
for (state_name, state_type) in states.items():
tangent_dim = state_type.tangent_dim()
f.write(f"\tstatic constexpr IdxDof {state_name}{{{start_index}, {tangent_dim}}};\n")
start_index += tangent_dim
f.write("};\n") # namespace State
f.write("}\n") # namespace estimator
f.write("#endif // !EKF_STATE_H\n")
f.close()
print(f" |- {filename}")
@@ -0,0 +1,22 @@
// --------------------------------------------------
// This file was autogenerated, do NOT modify by hand
// --------------------------------------------------
#ifndef EKF_STATE_H
#define EKF_STATE_H
namespace estimator
{
struct IdxDof { unsigned idx; unsigned dof; };
namespace State {
static constexpr IdxDof quat_nominal{0, 4};
static constexpr IdxDof vel{4, 3};
static constexpr IdxDof pos{7, 3};
static constexpr IdxDof gyro_bias{10, 3};
static constexpr IdxDof accel_bias{13, 3};
static constexpr IdxDof mag_I{16, 3};
static constexpr IdxDof mag_B{19, 3};
static constexpr IdxDof wind_vel{22, 2};
};
}
#endif // !EKF_STATE_H