I've spent a little more time on the GEM analysis to try and make sense of the hits we see. For the most part, the signals seem to be mostly reasonable with the exception of a few rogue channels. I had to make a few changes to get the clustering working properly: 1) The gassiplex channel to strip mapping needed to be modified for half the planes (it still needs to be thoroughly, systematically checked). 2) Software pedestals implemented 3) Event-by-event pedestal noise suppression added For those of you playing at home, the run I'm showing below is 27356, with a few cuts on cluster size and minimum ADC value. The software I've used here is a modified version of Ole's TreeSearch-GEM library, which I'll give to him for "production" on the adaq machines once I check a few more things. The replayed file can be found on the adaq machines as: /adaqfs/home/adaq/happexsp/prex/prex_gem_L_spr_27356.root The script I used to make most of these plots is here: /adaqfs/home/adaq/riordan/prex/plotvdc3.C Additionally, Alex and I believe that the INFN chamber below that doesn't show a signal may have had voltage that was too low. The event-by-event noise is a more crude version of what Guido/Evaristo suggested, but I think it works for now. The noise subtracted pedestals look pretty clean, fig 1. The noise is roughly the same size as the noise-subtracted pedestal, fig 2. Additionally, the UVA and INFN planes seem to have some correlation, fig 3. The INFN chambers show high inter-chamber correlation, fig 4. I think the clustering may need a little work. For many events we see some nice clean signals, fig 5. However, for many events we'll see more complicated event structures, such as fig 6. I think these multiple messy peaks together are related to the same track, since they show some correlation with the projected VDC tracks, fig 7, fig 8. I think if we let the tracking select out a single one of these multiple peaks the apparent spatial resolution will improve. (These could also be a mapping problem, I need to check more closely). What was very nice is the strong cluster ADC sum correlation between the orthogonal planes in the same chamber, fig 9, 10. The second UVA chamber probably needs some work and HV adjustment (the hit efficiency on the y plane is definitely much lower), but you can clearly see the other two of the chambers giving a strong peak. I'm hoping the stuff around the peak is stuff that shouldn't be associated with it. Believing that, some estimates give the XY misassociation probability of ~0.3-0.4, which I understand is close to what was seen before. We do have three working chambers, so it may be worthwhile to try and start doing tracking with them using the data we have. I believe the tracking efficiency at this point will be pretty low, but can be improved with work. One of the critical things to do right now is develop HV optimization criteria, which will probably be dependent on the tracking performance.
Figure 1 - Corrected pedestal
Figure 2 - Pedestal Noise
Figure 3 - UVA/INFN Noise Correlation
Figure 4 - INFN Noise Correlation
Figure 5 - Clean Event
Figure 6 - Messy Event
Figure 7 - GEM hit pos vs proj VDC pos
Figure 8 - GEM hit pos, proj VDC pos diff
Figure 9 - GEM ADC Correlations
Figure 10 - GEM ADC Differences