Color me impressed and shiver-me-timbers.
Only been running this a short while but it's decoding stuff I can't even
see now buried in QRM!

Great job guys!!

73
Mike W9MDB.


On Sat, Oct 31, 2015 at 3:43 PM, Steven Franke <s.j.fra...@icloud.com>
wrote:

> Hi Joe and all,
>
> I’ve just committed a batch of modified routines associated with my
> attempts to improve the low-SNR performance of wsjt-x.
>
> I did a number of experiments aimed at identifying why wsjt-x was not
> performing as well as wsjt on our low-snr test files. I used the jt65 test
> program and the usual set of 1000 .wav files, each of which contains a
> single simulated signal with -24dB snr. The original batch of test files
> was generated using JTSim, and contain 8-bit data at 11.025kS/s. I used the
> *nix program “sox” to convert the files to 16-bits at 12kS/s.
>
> I started by doing some tests that convinced me that the solution would
> involve decreasing the estimation errors for both f0 and dt. In order to
> get to the bottom of this with my sanity intact, I ended up making the
> changes necessary to remove all empirical dt offsets and also all
> zero-padding at the beginning of data arrays. Negative dt’s are handled by
> testing indices to ensure that they remain within the bounds of the
> relevant arrays.
>
> At present, the convention is that dt is referenced to the beginning of
> the wav file. So a transmission that starts at 1.0 second into the file
> will have a time stamp of 1.0. It will be a simple matter to subtract 1
> from the displayed value to make the numbers equivalent to what the current
> wsjt-x prints out.
>
> I gave up tracking the effect of each and every change - but I believe
> that the most significant ones are:
> (i) Using full-symbol coherent integration when calculating ccf between
> data and sync sequence instead of the prior scheme which did half-symbol
> integration and then summed the powers from the two half-symbols
> (ii) Added a “peakup” step to the final dt calculated using
> 1/16-of-a-symbol steps. This gets us to sub-1/16-symbol accuracy which
> makes a noticeable improvement at low SNR’s.
> (iii) For reasons that I don’t understand - on my data, it seems to be
> slightly better to fit for a(1),a(2),a(3), but then ignore a(3) when
> tweaking the frequency.
>
> Since I had to make a significant number of changes, I’ve confined them to
> renamed routines that have the _exp appended to the normal filename. These
> modified routines are invoked in the Makefile.jt65, but they are not yet
> used in 1.6.1. I’d like to know that you can reproduce my improved results
> and that you are comfortable with the changes before we consider moving
> them into wsjt-x.
>
> Here’s a summary of the improvement on my data:
>
> -24 dB files, ntrials=10000
>   before changes: 639/1000 (this is what the current 1.6.1 gives)
>   after changes: 827/1000
>
> 333 hf .wav files recorded on 20m, 2 passes, ntrials=1000
>   before: 4044
>   after: 4150
>
> Steve k9an
>
>
>
>
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