CObservationGasSensors.h

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/* +------------------------------------------------------------------------+
   |                     Mobile Robot Programming Toolkit (MRPT)            |
   |                          http://www.mrpt.org/                          |
   |                                                                        |
   | Copyright (c) 2005-2018, Individual contributors, see AUTHORS file     |
   | See: http://www.mrpt.org/Authors - All rights reserved.                |
   | Released under BSD License. See details in http://www.mrpt.org/License |
   +------------------------------------------------------------------------+ */
#ifndef CObservationGasSensors_H
#define CObservationGasSensors_H
 
#include <mrpt/serialization/CSerializable.h>
#include <mrpt/obs/CObservation.h>
#include <mrpt/poses/CPose3D.h>
#include <mrpt/poses/CPose2D.h>
 
namespace mrpt
{
namespace obs
{
/** Declares a class derived from "CObservation" that represents a set of
 * readings from gas sensors.
 *
 * \sa CObservation
 * \ingroup mrpt_obs_grp
 */
class CObservationGasSensors : public CObservation
{
        DEFINE_SERIALIZABLE(CObservationGasSensors)
 
   public:
        /** Constructor.
         */
        CObservationGasSensors();
 
        /** The structure for each e-nose
         */
        struct TObservationENose
        {
                TObservationENose()
                        : eNosePoseOnTheRobot(),
                          readingsVoltage(),
                          sensorTypes(),
                          hasTemperature(false),
                          temperature()
                {
                }
 
                /** The pose of the sensors on the robot */
                math::TPose3D eNosePoseOnTheRobot;
                /** The set of readings (in volts) from the array of sensors (size of
                 * "sensorTypes" is the same that the size of "readingsVoltage") */
                std::vector<float> readingsVoltage;
 
                /** The kind of sensors in the array (size of "sensorTypes" is the same
                  *that the size of "readingsVoltage")
                  *  The meaning of values for types of sensors is as follows:
                  *      0x0000 : No sensor installed in this slot
                  *  0x2600 : Figaro TGS 2600
                  *  0x2602 : Figaro TGS 2602
                  *  0x2620 : Figaro TGS 2620
                  *  0x4161 : Figaro TGS 4161
                  */
                std::vector<int> sensorTypes;
                /** Must be true for "temperature" to contain a valid measurement */
                bool hasTemperature;
                /** Sensed temperature in Celcius (valid if hasTemperature=true only) */
                float temperature;
                /** True if the input to this chamber/enose is poluted air, False if
                 * clean air */
                bool isActive;
        };
 
        /** One entry per e-nose on the robot */
        std::vector<TObservationENose> m_readings;
 
        // See base class docs
        void getSensorPose(mrpt::poses::CPose3D& out_sensorPose) const override;
        void setSensorPose(const mrpt::poses::CPose3D& newSensorPose) override;
        void getDescriptionAsText(std::ostream& o) const override;
 
        /** Declares a class within "CObservationGasSensors" that represents a set
         * of gas concentration readings from the modelation of a MOS gas sensor
         * readings.
         * This class provides the parameters and functions to simulate the inverse
         * model of a MOS gas sensor.
         *
         * \sa CObservationGasSensors
         */
        class CMOSmodel
        {
           public:
                /** @name MOS-model parameters
                  *  @{  */
                /** The size of the mobile average window used to reduce noise on sensor
                 * reagings. */
                size_t winNoise_size{30};
                /** [useMOSmodel] The decimate frecuency applied after noise filtering
                 */
                int decimate_value{6};
 
                /** tau = a*AMPLITUDE +b (linear relationship) */
                float a_rise{0};
                /** tau = a*AMPLITUDE +b (linear relationship) */
                float b_rise{0};
                /** tau = a*AMPLITUDE +b (linear relationship) */
                float a_decay{0};
                /** tau = a*AMPLITUDE +b (linear relationship) */
                float b_decay{0};
 
                /** If true save generated gas map as a log file */
                bool save_maplog{false};
 
                /** @} */
 
                /** Obtain an estimation of the gas distribution based on raw sensor
                 * readings  */
                bool get_GasDistribution_estimation(
                        float& reading, mrpt::system::TTimeStamp& timestamp);
 
           protected:
                /** The content of each m_lastObservations in the estimation when using
                 * the option : MOS_MODEl (useMOSmodel =1)
                        */
                struct TdataMap
                {
                        /** Sensore reading */
                        float reading;
                        /** Timestamp of the observation */
                        mrpt::system::TTimeStamp timestamp;
                        /** tau value applied                                                            */
                        float tau;
                        /** The value estimated according to the MOXmodel */
                        float estimation;
                        /** Reading after smooth (noise averaging) */
                        float reading_filtered;
                };
 
                /** The content of each m_lastObservations in the estimation when using
                 * the option : MOS_MODEl (useMOSmodel =1) */
                TdataMap last_Obs, temporal_Obs;
                /** Vector to temporally store and averge readings to reduce noise */
                std::vector<TdataMap> m_antiNoise_window;
                /** Ofstream to save to file option "save_maplog" */
                std::ofstream* m_debug_dump{nullptr};
                /** Decimate value for oversampled enose readings */
                uint16_t decimate_count{1};
                /** To force e-nose samples to have fixed time increments */
                double fixed_incT{0};
                /** To force e-nose samples to have fixed time increments */
                bool first_incT{true};
                /** Minimum reading value till the moment, used as approximation to
                 * baeline level */
                float min_reading{10};
                /** To avoid the model estimation on first iteration */
                bool first_iteration{true};
 
                /** Estimates the gas concentration based on readings and sensor model
                  */
                void inverse_MOSmodeling(
                        const float& reading, const mrpt::system::TTimeStamp& timestamp);
 
                /** Reduce noise by averaging with a mobile window of specific size
                 * (winNoise_size)
                  */
                void noise_filtering(
                        const float& reading, const mrpt::system::TTimeStamp& timestamp);
 
                /** Save the gas distribution estiamtion into a log file for offline
                 * representation
                */
                void save_log_map(
                        const mrpt::system::TTimeStamp& timestamp, const float& reading,
                        const float& estimation, const float& tau);
 
        };  // End of CMOSmodel class def.
 
};  // End of class def.
 
}  // End of namespace
}  // End of namespace
 
#endif