CPerGaM.h

#ifndef CPERGAM_H
#define CPERGAM_H

#include <iostream>
#include <vector>
#include <complex>	
#include <algorithm> 
#include <iterator> 
#include <string.h>
#include "CTimer.h"
#include "CTemporal.h"

/**
@author Tom Krajnik
*/

#define MAX_ID_LENGTH 100

using namespace std;

typedef struct
{
	float mean;
	float sigma;
	float weight;
	float *estimate;
	unsigned int frequency;
}SPerGaM;

class CPerGaM: public CTemporal
{
	public:
		CPerGaM(int id);
		~CPerGaM();

		//adds a serie of measurements to the data
		int add(uint32_t time,float state);
		void init(int iMaxPeriod,int elements,int numActivities);

		//estimates the probability for the given times - using stored histogram
		float estimate(uint32_t time);

		//predicts the probability for the given times - using updated histogram
		float predict(uint32_t time);

		void update(int maxOrder,unsigned int* times = NULL,float* signal = NULL,int length = 0);
		void print(bool verbose=true);

		int id;
		int exportToArray(double* array,int maxLen);
		int importFromArray(double* array,int len);
		int save(const char* name,bool lossy = false);
		int load(const char* name);
		int save(FILE* file,bool lossy = false);
		int load(FILE* file);
		int loadTxt(FILE* file);

	private:
		SPerGaM *gaussian;
		float *storedHistogram;
		int offset;
		float gain;
		int numBins;
};

#endif