When collecting any data on the Arduino, it won’t be very long before you need to calculate some statistics on that data. While statistics can be a pretty intense mathematical field, some very basic statistics such as calculating the mean and standard deviation can be invaluable for many applications.
Fortunately, it is not only easy to make these calculations, but its usefulness can extend beyond just statistics. Many times data from a sensor may not be stable. Touch sensing is a good example. Each individual value (data point) can vary quite a bit, making it difficult to make an accurate determination. By averaging these values, a better decision can be made.
In a similar vein, by calculating the standard deviation, you can assess the quality of the values obtained. A large deviation from the mean can indicate problems with your sensor.
Because statistics often require some extensive data collection, normal methods can be too memory intensive for small microcontrollers like the Arduino or ATtiny based designs. Normally each value is stored and, when all the data is collected, various calculations such as the mean and standard deviation are calculated on the data set. Storing this much data can … Read the rest