Visual Servoing Platform version 3.7.0
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vpUKSigmaDrawerMerwe.h
1/*
2 * ViSP, open source Visual Servoing Platform software.
3 * Copyright (C) 2005 - 202% by Inria. All rights reserved.
4 *
5 * This software is free software; you can redistribute it and/or modify
6 * it under the terms of the GNU General Public License as published by
7 * the Free Software Foundation; either version 2 of the License, or
8 * (at your option) any later version.
9 * See the file LICENSE.txt at the root directory of this source
10 * distribution for additional information about the GNU GPL.
11 *
12 * For using ViSP with software that can not be combined with the GNU
13 * GPL, please contact Inria about acquiring a ViSP Professional
14 * Edition License.
15 *
16 * See https://visp.inria.fr for more information.
17 *
18 * This software was developed at:
19 * Inria Rennes - Bretagne Atlantique
20 * Campus Universitaire de Beaulieu
21 * 35042 Rennes Cedex
22 * France
23 *
24 * If you have questions regarding the use of this file, please contact
25 * Inria at visp@inria.fr
26 *
27 * This file is provided AS IS with NO WARRANTY OF ANY KIND, INCLUDING THE
28 * WARRANTY OF DESIGN, MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE.
29 *
30 * Description:
31 * Display a point cloud using PCL library.
32 */
33
34#ifndef VP_UK_SIGMA_DRAWER_MERWE_H
35#define VP_UK_SIGMA_DRAWER_MERWE_H
36
37#include <vector>
38
39#include <visp3/core/vpConfig.h>
40
41#include <visp3/core/vpUKSigmaDrawerAbstract.h>
42#include <visp3/core/vpUnscentedKalman.h>
43
44#if (VISP_CXX_STANDARD >= VISP_CXX_STANDARD_11)
97{
98public:
100
112 vpUKSigmaDrawerMerwe(const unsigned int &n, const double &alpha, const double &beta, const double &kappa,
115
124 virtual std::vector<vpColVector> drawSigmaPoints(const vpColVector &mean, const vpMatrix &covariance) VP_OVERRIDE;
125
131 virtual vpSigmaPointsWeights computeWeights() VP_OVERRIDE;
132protected:
133 inline void computeLambda()
134 {
135 m_lambda = m_alpha * m_alpha * (static_cast<double>(m_n) + m_kappa) - static_cast<double>(m_n);
136 }
137
138 double m_alpha;
140 double m_beta;
141 double m_kappa;
142 double m_lambda;
145};
146END_VISP_NAMESPACE
147#endif
148#endif
Implementation of column vector and the associated operations.
Implementation of a matrix and operations on matrices.
Definition vpMatrix.h:175
virtual vpSigmaPointsWeights computeWeights()=0
Computed the weights that correspond to the sigma points that have been drawn.
virtual std::vector< vpColVector > drawSigmaPoints(const vpColVector &mean, const vpMatrix &covariance)=0
Draw the sigma points according to the current mean and covariance of the state of the Unscented Kalm...
vpUKSigmaDrawerAbstract(const unsigned int &n)
vpUKSigmaDrawerMerwe(const unsigned int &n, const double &alpha, const double &beta, const double &kappa, const vpAddSubFunction &resFunc=vpUnscentedKalman::simpleResidual, const vpAddSubFunction &addFunc=vpUnscentedKalman::simpleAdd)
Construct a new vpUKSigmaDrawerMerwe object.
vpUnscentedKalman::vpAddSubFunction vpAddSubFunction
static vpColVector simpleAdd(const vpColVector &a, const vpColVector &toAdd)
Simple function to compute an addition, which just does .
static vpColVector simpleResidual(const vpColVector &a, const vpColVector &toSubtract)
Simple function to compute a residual, which just does .
std::function< vpColVector(const vpColVector &, const vpColVector &)> vpAddSubFunction
Function that computes either the equivalent of an addition or the equivalent of a subtraction in the...
The weights corresponding to the sigma points drawing.