Visual Servoing Platform  version 3.6.1 under development (2024-05-08)
vpStatisticalTestMeanAdjustedCUSUM.h
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31 
37 #ifndef _vpStatisticalTestMeanAdjustedCUSUM_h_
38 #define _vpStatisticalTestMeanAdjustedCUSUM_h_
39 
40 #include <visp3/core/vpConfig.h>
41 
42 #include <visp3/core/vpStatisticalTestAbstract.h>
43 
81 {
82 protected:
83  float m_delta;
84  float m_h;
86  float m_half_delta;
87  float m_k;
88  float m_sminus;
89  float m_splus;
94  virtual void computeDeltaAndLimits();
95 
103 #if (VISP_CXX_STANDARD >= VISP_CXX_STANDARD_11)
104  virtual vpMeanDriftType detectDownwardMeanDrift() override;
105 #else
107 #endif
108 
114 #if (VISP_CXX_STANDARD >= VISP_CXX_STANDARD_11)
115  virtual vpMeanDriftType detectUpwardMeanDrift() override;
116 #else
118 #endif
119 
126 #if (VISP_CXX_STANDARD >= VISP_CXX_STANDARD_11)
127  virtual bool updateStatistics(const float &signal) override;
128 #else
129  virtual bool updateStatistics(const float &signal);
130 #endif
131 
137 #if (VISP_CXX_STANDARD >= VISP_CXX_STANDARD_11)
138  virtual void updateTestSignals(const float &signal) override;
139 #else
140  virtual void updateTestSignals(const float &signal);
141 #endif
142 public:
153  vpStatisticalTestMeanAdjustedCUSUM(const float &h = 4.f, const float &k = 1.f, const unsigned int &nbPtsForStats = 30);
154 
161  inline float getDelta() const
162  {
163  return m_delta;
164  }
165 
171  inline float getH() const
172  {
173  return m_h;
174  }
175 
181  inline float getK() const
182  {
183  return m_k;
184  }
185 
191  inline float getTestSignalMinus() const
192  {
193  return m_sminus;
194  }
195 
201  inline float getTestSignalPlus() const
202  {
203  return m_splus;
204  }
205 
215  void init(const float &h, const float &k, const unsigned int &nbPtsForStats);
216 
226  void init(const float &delta, const float &limitDown, const float &limitUp, const unsigned int &nbPtsForStats);
227 
238  void init(const float &h, const float &k, const float &mean, const float &stdev);
239 
249  void init(const float &delta, const float &limitDown, const float &limitUp, const float &mean, const float &stdev);
250 
256  inline void setDelta(const float &delta)
257  {
258  m_delta = delta;
259  m_half_delta = 0.5f * delta;
260  }
261 
268  inline void setLimits(const float &limitDown, const float &limitUp)
269  {
270  m_limitDown = limitDown;
271  m_limitUp = limitUp;
272  }
273 };
274 #endif
Base class for methods detecting the drift of the mean of a process.
vpMeanDriftType
Enum that indicates if a drift of the mean occurred.
virtual vpMeanDriftType detectUpwardMeanDrift()=0
Detects if a upward mean drift occurred.
void init()
(Re)Initialize the algorithm.
virtual bool updateStatistics(const float &signal)
Update m_s and if enough values are available, compute the mean, the standard deviation and the limit...
virtual void updateTestSignals(const float &signal)=0
Update the test signals.
virtual vpMeanDriftType detectDownwardMeanDrift()=0
Detects if a downward mean drift occurred.
Class that permits to perform a mean adjusted Cumulative Sum test.
float getTestSignalMinus() const
Get the latest value of the test signal for downward jumps of the mean.
float getTestSignalPlus() const
Get the latest value of the test signal for upward jumps of the mean.
void setDelta(const float &delta)
Set the slack of the CUSUM test, i.e. the minimum value of the jumps we want to detect.
void setLimits(const float &limitDown, const float &limitUp)
Set the upward and downward jump limits.
float getDelta() const
Get the slack of the CUSUM test, i.e. amplitude of mean shift we want to be able to detect.
float getK() const
Get the detection factor.