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/*_ __ _ __ __ _ _ | ||
| |/ / /\ | | | \/ | /\ | \ | | | ||
| ' / / \ | | | \ / | / \ | \| | | ||
| < / /\ \ | | | |\/| | / /\ \ | . ` | | ||
| . \ / ____ \| |____| | | |/ ____ \| |\ | | ||
|_|\_\/_/ \_\______|_| |_/_/ \_\_| \_| | ||
Kalman Filter for C++ | ||
Version 0.1.0 | ||
https://github.com/FrancoisCarouge/Kalman | ||
SPDX-License-Identifier: Unlicense | ||
This is free and unencumbered software released into the public domain. | ||
Anyone is free to copy, modify, publish, use, compile, sell, or | ||
distribute this software, either in source code form or as a compiled | ||
binary, for any purpose, commercial or non-commercial, and by any | ||
means. | ||
In jurisdictions that recognize copyright laws, the author or authors | ||
of this software dedicate any and all copyright interest in the | ||
software to the public domain. We make this dedication for the benefit | ||
of the public at large and to the detriment of our heirs and | ||
successors. We intend this dedication to be an overt act of | ||
relinquishment in perpetuity of all present and future rights to this | ||
software under copyright law. | ||
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, | ||
EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF | ||
MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. | ||
IN NO EVENT SHALL THE AUTHORS BE LIABLE FOR ANY CLAIM, DAMAGES OR | ||
OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, | ||
ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR | ||
OTHER DEALINGS IN THE SOFTWARE. | ||
For more information, please refer to <https://unlicense.org> */ | ||
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#ifndef FCAROUGE_KALMAN_EIGEN_HPP | ||
#define FCAROUGE_KALMAN_EIGEN_HPP | ||
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//! @file | ||
//! @brief Kalman operation for Eigen 3 types. | ||
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#include "kalman.hpp" | ||
#include "kalman_eigen_operator.hpp" | ||
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#include <Eigen/Eigen> | ||
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namespace fcarouge::eigen | ||
{ | ||
//! @brief Eigen-based Kalman filter. | ||
//! | ||
//! @details Implemented with the Eigen linear algebra library matrices with | ||
//! sizes fixed at compile-time. | ||
//! | ||
//! @tparam Type The type template parameter of the matrices data. | ||
//! @tparam State The non-type template parameter size of the state vector x. | ||
//! @tparam Output The non-type template parameter size of the measurement | ||
//! vector z. | ||
//! @tparam Input The non-type template parameter size of the control u. | ||
//! @tparam PredictionArguments The variadic type template parameter for | ||
//! additional prediction function parameters. Time, or a delta thereof, is | ||
//! often a prediction parameter. | ||
template <typename Type, int State, int Output, int Input, | ||
typename... PredictionArguments> | ||
using kalman = | ||
fcarouge::kalman<Eigen::Vector<Type, State>, Eigen::Vector<Type, Output>, | ||
Eigen::Vector<Type, Input>, transpose, symmetrize, divide, | ||
identity, PredictionArguments...>; | ||
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} // namespace fcarouge::eigen | ||
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#endif // FCAROUGE_KALMAN_EIGEN_HPP |
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