Noise: external and internal

A quick – 9 hour test – of the ADS1211: at 60 Hz data rate, 16x turbo mode. About 2 million samples.

According to the datasheet, every sample will yield about 22 bits noise free data, according to the datasheet (red circle shows setting used):
ads1211 effective resolution

That’s what has been obtained.
ads1211 zero code distribution

Clearly visible, higher density of codes at the left and right end. Really suspicious – almost certainly, nothing else than a bit of mains feed-through, about 175 µVrms. Seems we get >20 bits, more or less, otherwise we would not be able to see the distribution (note that some counts have a positive deviation – due to non-linearity!).
But all this, with some 60 Hz noise on top…
Assuming that this noise is constant, it can be eliminated either by futher digital filtering, or by averaging/further decimation of the data, which will be done anyway. As a rule of thumb, decimation by half will give an extra 0.5 bit of data, for random noise – and a bit more for constant 60 Hz.

Here, a quick look at the decimated data (note that the sample axis ticks correspond to 2 hours time intervals):
ads1211 zero test decimated

In these diagrams, “full scale” corresponds to 20 V – the current configuration can hande up to 60 V differential signal, at 1 LSB equal 4 µV. So there is still room for improvement of resolution, like 1 LSB equal 2 µV – but this only provides useful data, if we can get noise down well below 2 µV, which will be tough anyway.

Also, quick statistical analysis, of the 10 s average – 600 sample average data:
ads1211 dev 10 s histo

Standard deviation, 0.71 LSB equals 0.71 LSB RMS noise, equals 3 µV. Quite reasonable!
Still visible are the two maxima of the distribution, due to the mains noise.

NFB vs decimation

Comparing to a random-noise based decimation-improved resolution (noise free bits), it seems that the converter is yielding about 20 noise free bits, at 60 Hz data rate. Not quite the 22 bits mentioned in the datasheet. This is not surprising, the last 2 bits, at the fast rate, we will only be able to get this with a better, ultra low noise reference, a low-noise bias supply, and low noise analog power supply (currently using the build-in reference, and build-in bias supply, and 5 V supply from USB bus…). But fair enough, about 24 noise free bits (7.5 digits!), at 10 s averaging, and 9 hours zero point drift of less than 0.4 ppm, this might already be good enough.

Leave a Reply

Your email address will not be published. Required fields are marked *

This site uses Akismet to reduce spam. Learn how your comment data is processed.