DeadZone.h

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#ifndef GRT_DEADZONE_HEADER
#define GRT_DEADZONE_HEADER

#include "../CoreModules/PreProcessing.h"

GRT_BEGIN_NAMESPACE

class GRT_API DeadZone : public PreProcessing{
public:
    DeadZone( const Float lowerLimit = -0.1, const Float upperLimit = 0.1, const UINT numDimensions = 1 );
    
    DeadZone(const DeadZone &rhs);
    
    virtual ~DeadZone();
    
    DeadZone& operator=(const DeadZone &rhs);
    
    virtual bool deepCopyFrom(const PreProcessing *preProcessing);
    
    virtual bool process(const VectorFloat &inputVector);
    
    virtual bool reset();
    
    virtual bool save(std::fstream &file) const;
    
    virtual bool load(std::fstream &file);
    
    bool init(Float lowerLimit,Float upperLimit,UINT numDimensions);
    
    Float filter(const Float x);
    
    VectorFloat filter(const VectorFloat &x);

    Float getLowerLimit() const;
    
    Float getUpperLimit() const;
    
    bool setLowerLimit(Float lowerLimit);
    
    bool setUpperLimit(Float upperLimit);

    static std::string getId();
    
    //Tell the compiler we are using the following functions from the MLBase class to stop hidden virtual function warnings
    using MLBase::save;
    using MLBase::load;
    
protected:
    Float lowerLimit;               
    Float upperLimit;               
    
private:
    static const std::string id;   
    static RegisterPreProcessingModule< DeadZone > registerModule;
    
};

GRT_END_NAMESPACE

#endif //GRT_DEADZONE_HEADER