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-rw-r--r--filter-kalman/kalman.h159
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diff --git a/filter-kalman/kalman.h b/filter-kalman/kalman.h
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--- a/filter-kalman/kalman.h
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-#pragma once
-/* Copyright (c) 2016 Michael Welter <mw.pub@welter-4d.de>
- *
- * Permission to use, copy, modify, and/or distribute this software for any
- * purpose with or without fee is hereby granted, provided that the above
- * copyright notice and this permission notice appear in all copies.
- */
-
-#include "compat/timer.hpp"
-#include "api/plugin-api.hpp"
-#include "options/options.hpp"
-using namespace options;
-
-// Eigen can't check for SSE3 on MSVC
-#if defined _MSC_VER && defined __SSE2__
-# define EIGEN_VECTORIZE_SSE3
-// this hardware is 10 years old
-# define EIGEN_VECTORIZE_SSE4_1
-# define EIGEN_VECTORIZE_SSE4_2
-#endif
-
-// nodiscard for placement new
-#ifdef _MSC_VER
-# pragma warning(push)
-# pragma warning(disable : 4834)
-#endif
-
-#include <Eigen/Core>
-#include <Eigen/LU>
-
-#ifdef _MSC_VER
-# pragma warning(pop)
-#endif
-
-#include "ui_ftnoir_kalman_filtercontrols.h"
-#include <QString>
-#include <QWidget>
-
-static constexpr int NUM_STATE_DOF = 12;
-static constexpr int NUM_MEASUREMENT_DOF = 6;
-// These vectors are compile time fixed size, stack allocated
-using StateToMeasureMatrix = Eigen::Matrix<double, NUM_MEASUREMENT_DOF, NUM_STATE_DOF>;
-using StateMatrix = Eigen::Matrix<double, NUM_STATE_DOF, NUM_STATE_DOF>;
-using MeasureToStateMatrix = Eigen::Matrix<double, NUM_STATE_DOF, NUM_MEASUREMENT_DOF>;
-using MeasureMatrix = Eigen::Matrix<double, NUM_MEASUREMENT_DOF, NUM_MEASUREMENT_DOF>;
-using StateVector = Eigen::Matrix<double, NUM_STATE_DOF, 1>;
-using PoseVector = Eigen::Matrix<double, NUM_MEASUREMENT_DOF, 1>;
-
-struct KalmanFilter
-{
- MeasureMatrix
- measurement_noise_cov;
- StateMatrix
- process_noise_cov,
- state_cov,
- state_cov_prior,
- transition_matrix;
- MeasureToStateMatrix
- kalman_gain;
- StateToMeasureMatrix
- measurement_matrix;
- StateVector
- state,
- state_prior;
- PoseVector
- innovation;
-
- void init();
- void time_update();
- void measurement_update(const PoseVector &measurement);
-};
-
-struct KalmanProcessNoiseScaler
-{
- MeasureMatrix
- innovation_cov_estimate;
- StateMatrix
- base_cov; // baseline (unscaled) process noise covariance matrix
- void init();
- void update(KalmanFilter &kf, double dt);
-};
-
-
-struct DeadzoneFilter
-{
- PoseVector last_output { PoseVector::Zero() },
- dz_size { PoseVector::Zero() };
-
- DeadzoneFilter() = default;
- void reset();
- PoseVector filter(const PoseVector &input);
-};
-
-
-struct settings : opts {
- value<slider_value> noise_rot_slider_value { b, "noise-rotation-slider", { .5, 0, 1 } };
- value<slider_value> noise_pos_slider_value { b, "noise-position-slider", { .5, 0, 1 } };
-
- static constexpr double adaptivity_window_length = 0.25; // seconds
- static constexpr double deadzone_scale = 8;
- static constexpr double deadzone_exponent = 2.0;
- static constexpr double process_sigma_pos = 0.5;
- static constexpr double process_sigma_rot = 0.5;
-
- static double map_slider_value(const slider_value &v);
-
- settings() : opts("kalman-filter") {}
-};
-
-class kalman : public IFilter
-{
- PoseVector do_kalman_filter(const PoseVector &input, double dt, bool new_input);
- void fill_transition_matrix(double dt);
- void fill_process_noise_cov_matrix(StateMatrix &target, double dt) const;
-public:
- kalman();
- void reset();
- void filter(const double *input, double *output) override;
- void center() override { reset(); }
- module_status initialize() override { return status_ok(); }
-
- double dt_since_last_input;
- PoseVector last_input;
- KalmanFilter kf;
- KalmanProcessNoiseScaler kf_adaptive_process_noise_cov;
- DeadzoneFilter dz_filter;
- settings s;
- slider_value prev_slider_pos[2] {
- *s.noise_pos_slider_value,
- *s.noise_rot_slider_value,
- };
- Timer timer;
-
- bool first_run = true;
-};
-
-class kalmanDll : public Metadata
-{
- Q_OBJECT
-
- QString name() override { return tr("Kalman"); }
- QIcon icon() override { return QIcon(":/images/filter-16.png"); }
-};
-
-class dialog_kalman: public IFilterDialog
-{
- Q_OBJECT
-public:
- dialog_kalman();
- Ui::KalmanUICdialog_kalman ui;
- void register_filter(IFilter*) override {}
- void unregister_filter() override {}
- settings s;
- kalman *filter;
-public slots:
- void doOK();
- void doCancel();
- void updateLabels(const slider_value&);
-};