Hi

Next layer to this onion is that the low(er) frequency signals out of the mixer 
have slow(er) edges. There has been a lot of discussion on the list in the past 
about Dual Mixer Time Difference (DMTD) setups. The fast answer is in a paper 
by a gentleman by the name of Collins. on how to do the limiters in a fashion 
best optimized to get around the issue. There is some debate on how old the 
technique actually is, but his approach is pretty good. 

Bob

> On Aug 20, 2015, at 3:55 PM, Matthias Jelen <[email protected]> wrote:
> 
> Dear John & Magnus,
> 
> thank you very much for your detailed explanation. I realize that the 
> averaging topic is much more complex than I thought - it certainly gives me 
> something to think about :-) I never thought in terms of noise bandwith in 
> this application, thanks for putting me on this track.
> 
> It seems that the simplest and safest way to get meaningfull results is to 
> hook up two mixers and a hand full of opamps and comparators.
> 
> To learn more, I think the best way would be to put the counter into its fast 
> binary mode and acquire 1k time interval samples per second. That would give 
> me loads of data to play with and it would be easy to try out how different 
> averaging schemes affect the result.
> 
> I´ll have to read and think some more :-)
> 
> Cheers,
> 
> Matthias
> 
> 
> Am 19.08.2015 um 21:52 schrieb Magnus Danielson:
>> Dear Mathias,
>> 
>> On 08/19/2015 06:40 PM, Matthias Jelen wrote:
>>> Hello,
>>> 
>>> I´ve got a question concerning ADEV-measurements.
>>> 
>>> I´m measuring the 15 MHz output of a KS-24361 with my SR-620 with it´s
>>> internal (Wenzel) OCXO using Timelab. For the first shot I used the
>>> counters frequency mode with 1s gatetime. ADEV at tau=1s turned out to
>>> be arounf 2E-11, which fits the 20 ps single shot resolution of the
>>> SR-620 nicely.
>>> 
>>> To overcome this limitation without setting up a DMTD system, I used the
>>> counter as TIC, feeding 1 kHz (derived from the counter´s reference) to
>>> the start channel, the 15 MHz to the stop channel and put the counter
>>> into average mode / 1k samples. This gives me one averaged result per
>>> second.
>>> 
>>> The idea was that this shouldn´t change the measurement itself, because
>>> like in frequency mode with 1s gate time I get the averaged value over
>>> one second, but I expected trigger noise etc. to be averaged out to a
>>> certain amount. I have to watch out for phase wraps, but as the two
>>> frequencys are quite equal, this is not a big issue here.
>>> 
>>> As expected, ADEV at tau=1s got much better, it is now in the 4E-12
>>> area, which sound reasonable.
>>> 
>>> What makes me wonder is the fact that result are significantly better
>>> now at longer taus (10..100s) also, despite of the fact that also in
>>> frequency mode these result were well aboce the noise floor (2E-12 @ 10s
>>> and so on...).
>>> 
>>> So, is it a good idea to use this kind of averaging, or am I overlooking
>>> something which turns the numbers better than they really are? I´m
>>> pretty sure I am not the first one to try this...
>>> 
>>> I´m looking forward to your comments.
>> 
>> OK, averaging or filtering of data before ADEV processing is tricky, as it 
>> filters the data. Whenever you do that, you actually convert your 
>> measurement from an ADEV measure to something else. If you do proper 
>> post-processing, this something else can have known properties and thus we 
>> can relate the amplitude of the curve to amplitude of various noise sources, 
>> as it will cause biasing from the ADEV properties.
>> 
>> The reason you get better results is because the ADEV response on white 
>> noise depends on the measurement system bandwidth (see Allan deviation 
>> wikipedia page), and by averaging you do reduce the bandwidth.
>> 
>> Sometimes when you do this, you loose the gain as you increase the tau, 
>> since the dominant frequency will lower and become more and more into the 
>> pass-band of the fixed bandwidth filter you created. What you see is that it 
>> flattens out to the length of the average before lowering down, as if there 
>> was no filtering, so you have only achieved a gain in skewed value for very 
>> short taus, but then no gain at all for longer taus, so no real gain.
>> 
>> This was realized in 1980-1981 and in 1981 an article was published in which 
>> they realized that they can change the bandwidth along-side the change of 
>> tau, so that the gain remains. This became the modified Allan deviation 
>> (MDEV), and was inspired by the methods for improving frequency measures for 
>> lasers as presented by J.J. Snyder in 1980 and 1981. J.J. Snyder was doing 
>> what you proposes, averaging of blocks, and then extended this in software, 
>> and this became a direct inspiration for the MDEV development, which does a 
>> pre-averaging over tau before processing through ADEV, and this combined is 
>> the MDEV.
>> 
>> Doing TIC averaging and then continue the processing with MDEV processing 
>> should produce a proper MDEV curve, unless my tired brain does not miss out 
>> on details. If you then analyze it as a MDEV (rather than ADEV) then you use 
>> the values properly. MDEV have the benefit that white phase noise drops by 
>> tau^-1.5 rather than the ADEV tau^-1, and starting with the SR-620 means you 
>> for fairly low taus hit actual measurement noise. The averaging makes this 
>> trip from tau0 of 1 ms in your setup.
>> 
>> So, you can go down this route, but you need to be careful to ensure that 
>> you have done the processing correctly enough that you get the results that 
>> can be interpreted properly.
>> 
>> Oh, as you average, phase-unwrapping becomes "interesting". :)
>> 
>> Cheers,
>> Magnus
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