TDSM 3.9
From The Data Science Design Manual Wikia
1. Compare the values against the arithmetic means of known values. These means can be obtained using previous sensor readings or background knowledge about expected values and ranges.
2. Check if the value is an extreme constant for large amounts of time. If yes, it is likely that the data coming from the sensor is not valid.
