| Line | Branch | Exec | Source |
|---|---|---|---|
| 1 | // This file is part of INSTINCT, the INS Toolkit for Integrated | ||
| 2 | // Navigation Concepts and Training by the Institute of Navigation of | ||
| 3 | // the University of Stuttgart, Germany. | ||
| 4 | // | ||
| 5 | // This Source Code Form is subject to the terms of the Mozilla Public | ||
| 6 | // License, v. 2.0. If a copy of the MPL was not distributed with this | ||
| 7 | // file, You can obtain one at https://mozilla.org/MPL/2.0/. | ||
| 8 | |||
| 9 | /// @file LowPassFilter.hpp | ||
| 10 | /// @brief Filters incoming data | ||
| 11 | /// @author T. Hobiger (thomas.hobiger@ins.uni-stuttgart.de) | ||
| 12 | /// @author T. Topp (topp@ins.uni-stuttgart.de) | ||
| 13 | /// @date 2024-12-20 | ||
| 14 | |||
| 15 | #pragma once | ||
| 16 | |||
| 17 | #include "internal/Node/Node.hpp" | ||
| 18 | |||
| 19 | #include "NodeData/IMU/ImuObs.hpp" | ||
| 20 | #include "NodeData/IMU/ImuObsWDelta.hpp" | ||
| 21 | |||
| 22 | #include "util/Eigen.hpp" | ||
| 23 | #include <map> | ||
| 24 | |||
| 25 | namespace NAV | ||
| 26 | { | ||
| 27 | /// Filters incoming data | ||
| 28 | class LowPassFilter : public Node | ||
| 29 | { | ||
| 30 | public: | ||
| 31 | /// @brief Default constructor | ||
| 32 | LowPassFilter(); | ||
| 33 | /// @brief Destructor | ||
| 34 | ~LowPassFilter() override; | ||
| 35 | /// @brief Copy constructor | ||
| 36 | LowPassFilter(const LowPassFilter&) = delete; | ||
| 37 | /// @brief Move constructor | ||
| 38 | LowPassFilter(LowPassFilter&&) = delete; | ||
| 39 | /// @brief Copy assignment operator | ||
| 40 | LowPassFilter& operator=(const LowPassFilter&) = delete; | ||
| 41 | /// @brief Move assignment operator | ||
| 42 | LowPassFilter& operator=(LowPassFilter&&) = delete; | ||
| 43 | |||
| 44 | /// @brief String representation of the Class Type | ||
| 45 | [[nodiscard]] static std::string typeStatic(); | ||
| 46 | |||
| 47 | /// @brief String representation of the Class Type | ||
| 48 | [[nodiscard]] std::string type() const override; | ||
| 49 | |||
| 50 | /// @brief String representation of the Class Category | ||
| 51 | [[nodiscard]] static std::string category(); | ||
| 52 | |||
| 53 | /// @brief ImGui config window which is shown on double click | ||
| 54 | /// @attention Don't forget to set _hasConfig to true in the constructor of the node | ||
| 55 | void guiConfig() override; | ||
| 56 | |||
| 57 | /// @brief Saves the node into a json object | ||
| 58 | [[nodiscard]] json save() const override; | ||
| 59 | |||
| 60 | /// @brief Restores the node from a json object | ||
| 61 | /// @param[in] j Json object with the node state | ||
| 62 | void restore(const json& j) override; | ||
| 63 | |||
| 64 | private: | ||
| 65 | constexpr static size_t OUTPUT_PORT_INDEX_FLOW = 0; ///< @brief Flow | ||
| 66 | constexpr static size_t INPUT_PORT_INDEX_FLOW = 0; ///< @brief Flow | ||
| 67 | |||
| 68 | // ########################################################################################################### | ||
| 69 | |||
| 70 | /// Types of available filters (to be extended) | ||
| 71 | enum class FilterType : uint8_t | ||
| 72 | { | ||
| 73 | Linear, ///< Linear fit filter | ||
| 74 | // Experimental, | ||
| 75 | COUNT, ///< Amount of items in the enum | ||
| 76 | }; | ||
| 77 | |||
| 78 | /// Filter description | ||
| 79 | struct FilterItem | ||
| 80 | { | ||
| 81 | /// @brief Default Constructor | ||
| 82 | ✗ | FilterItem() = default; | |
| 83 | |||
| 84 | /// @brief Constructor | ||
| 85 | /// @param[in] dataDescription Description of the data (dynamic data identifier) | ||
| 86 | /// @param[in] dataIndex Index of the data (relevant for static data mostly) | ||
| 87 | ✗ | FilterItem(std::string dataDescription, size_t dataIndex) | |
| 88 | ✗ | : dataDescription(std::move(dataDescription)), dataIndex(dataIndex) {} | |
| 89 | |||
| 90 | /// Description of the data | ||
| 91 | std::string dataDescription; | ||
| 92 | /// Index of the data | ||
| 93 | size_t dataIndex = 0; | ||
| 94 | /// Selected filter type in the GUI | ||
| 95 | FilterType filterType = FilterType::Linear; | ||
| 96 | /// Cutoff frequency [Hz], inverse of this parameter equals to fitting period | ||
| 97 | double linear_filter_cutoff_frequency = 10.0; | ||
| 98 | /// Map which stores all last data points which were used in the previous fit | ||
| 99 | std::map<InsTime, double> dataToFilter; | ||
| 100 | /// Flag to show indicator that it was modified | ||
| 101 | bool modified = true; | ||
| 102 | }; | ||
| 103 | |||
| 104 | /// @brief Selected item in the combo | ||
| 105 | size_t _gui_availableItemsSelection = 0; | ||
| 106 | |||
| 107 | /// Available items | ||
| 108 | std::vector<std::string> _availableItems; | ||
| 109 | /// Items to filter | ||
| 110 | std::vector<FilterItem> _filterItems; | ||
| 111 | |||
| 112 | /// @brief Converts the enum to a string | ||
| 113 | /// @param[in] value Enum value to convert into text | ||
| 114 | /// @return String representation of the enum | ||
| 115 | static const char* to_string(FilterType value); | ||
| 116 | |||
| 117 | /// @brief Resets the node. It is guaranteed that the node is initialized when this is called. | ||
| 118 | bool resetNode() override; | ||
| 119 | |||
| 120 | /// @brief Called when a new link was established | ||
| 121 | /// @param[in] startPin Pin where the link starts | ||
| 122 | /// @param[in] endPin Pin where the link ends | ||
| 123 | void afterCreateLink(OutputPin& startPin, InputPin& endPin) override; | ||
| 124 | |||
| 125 | /// @brief Called when a link was deleted | ||
| 126 | /// @param[in] startPin Pin where the link starts | ||
| 127 | /// @param[in] endPin Pin where the link ends | ||
| 128 | void afterDeleteLink(OutputPin& startPin, InputPin& endPin) override; | ||
| 129 | |||
| 130 | /// @brief Callback when receiving data on a port | ||
| 131 | /// @param[in] queue Queue with all the received data messages | ||
| 132 | /// @param[in] pinIdx Index of the pin the data is received on | ||
| 133 | void receiveObs(InputPin::NodeDataQueue& queue, size_t pinIdx); | ||
| 134 | |||
| 135 | /// @brief Filter the provided data | ||
| 136 | /// @param[in] item Filter item to fit | ||
| 137 | /// @param[in] insTime Current Time | ||
| 138 | /// @param[in] value Current value to filter | ||
| 139 | [[nodiscard]] static std::optional<double> filterData(FilterItem& item, const InsTime& insTime, double value); | ||
| 140 | |||
| 141 | friend void to_json(json& j, const FilterItem& data); | ||
| 142 | friend void from_json(const json& j, FilterItem& data); | ||
| 143 | }; | ||
| 144 | |||
| 145 | /// @brief Converts the provided link into a json object | ||
| 146 | /// @param[out] j Json object which gets filled with the info | ||
| 147 | /// @param[in] data Data to convert into json | ||
| 148 | void to_json(json& j, const NAV::LowPassFilter::FilterItem& data); | ||
| 149 | /// @brief Converts the provided json object into a link object | ||
| 150 | /// @param[in] j Json object with the needed values | ||
| 151 | /// @param[out] data Object to fill from the json | ||
| 152 | void from_json(const json& j, NAV::LowPassFilter::FilterItem& data); | ||
| 153 | |||
| 154 | } // namespace NAV | ||
| 155 |