Added moving average
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@@ -13,6 +13,8 @@ struct Kalman
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Eigen::Matrix<float, 2, 2> P; // Covariance
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float R = 30; // measurement noise covariance
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float processNoiseDistance; // stdDev
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float processNoiseVelocity; // stdDev
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float lastTimestamp = NAN; // in sec
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@@ -22,8 +24,8 @@ struct Kalman
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: nucID(nucID)
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{}
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Kalman(int nucID, float measStdDev)
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: nucID(nucID), R(measStdDev*measStdDev)
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Kalman(int nucID, float measStdDev, float processNoiseDistance = 0.2, float processNoiseVelocity = 0.4)
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: nucID(nucID), R(measStdDev*measStdDev), processNoiseDistance(processNoiseDistance), processNoiseVelocity(processNoiseVelocity)
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{}
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float predict(const Timestamp timestamp, const float measurment)
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@@ -52,8 +54,8 @@ struct Kalman
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0, 1;
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Eigen::Matrix2f Q; // Process Noise Covariance
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Q << 0, 0,
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0, square(0.3);
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Q << square(processNoiseDistance), 0,
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0, square(processNoiseVelocity);
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// Prediction
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x = A * x; // Pr<50>dizierter Zustand aus Bisherigem und System
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