@Override
protected void processInput(String name, String type, Object data, int length, long timestamp) {
if (name.contains("AccelerometerRMSFFT1.0-10.0-1.0")) {
mFFT1_10 = (double[]) data;
} else if (name.contains("AccelerometerRMSVariance")) {
mVariance = (Double) data;
mIsVarianceNew = true;
} else if (name.contains("AccelerometerRMSScale310.0FFT1.0-3.0-1.0")) {
mScaledFFT1_3 = (double[]) data;
} else if (name.contains("AccelerometerRMSScale310.0Variance")) {
mScaledVariance = (Double) data;
mIsScaledVarianceNew = true;
} else if (name.contains("GPS")) {
mSpeed = ((double[]) data)[3];
mIsSpeedNew = true;
} else {
throw new UnsupportedOperationException("Unsupported name: " + name);
}
int activity = -1;
if (mIsSpeedNew && mSpeed > 0.29 && mIsScaledVarianceNew && mScaledFFT1_3 != null) {
activity = classifyActivityWithGPS(mSpeed, mScaledVariance, mScaledFFT1_3);
mIsSpeedNew = false;
mIsScaledVarianceNew = false;
mScaledFFT1_3 = null;
} else if (mFFT1_10 != null && mIsVarianceNew) {
activity = classifyActivityWithoutGPS(mVariance, mFFT1_10);
mIsVarianceNew = false;
mFFT1_10 = null;
}
if (activity != -1) {
DebugHelper.log(TAG, "activity = " + activity);
output(SensorType.ACTIVITY_CONTEXT_NAME, DataType.INTEGER, activity, 0, timestamp);
}
}
