40m QIL Cryo_Lab CTN SUS_Lab TCS_Lab OMC_Lab CRIME_Lab FEA ENG_Labs OptContFac Mariner WBEEShop
  40m Log  Not logged in ELOG logo
Message ID: 1566     Entry time: Fri May 8 16:03:31 2009
Author: Jenne 
Type: Update 
Category: PEM 
Subject: Update on Jenne's Filtering Stuff 

To include the plots that I've been working on in some form other than on my computer, here they are:

First is the big surface plot of all the amplitude spectra, taken in 10min intervals on one month of S5 data. The times when the IFO is unlocked are represented by vertical black stripes (white was way too distracting).  For the paper, I need to recreate this plot, with traces only at selected times (once or twice a week) so that it's not so overwhelmingly large.  But it's pretty cool to look at as-is.

Second is the same information, encoded in a pseudo-BLRMS.  (Pseudo on the RMS part - I don't ever actually take the RMS of the spectra, although perhaps I should).  I've split the data from the surface plot into bands (The same set of bands that we use for the DMF stuff, since those seem like reasonable seismic bands), and integrated under the spectra for each band, at each time.  i.e. one power spectra gives me 5 data points for the BLRMS - one in each band.  This lets us see how good the filter is doing at different times.

At the lower frequencies, after ~25 days, the floor starts to pick up.  So perhaps that's about the end of how long we can use a given Wiener filter for.  Maybe we have to recalculate them about every 3 weeks.  That wouldn't be tragic. 

I don't really know what the crazy big peak in the 0.1-0.3Hz plot is (it's the big yellow blob in the surface plot).  It is there for ~2 days, and it seems awfully symmetric about it's local peak.  I have not yet correlated my peaks to high-seismic times in the H1 elog.  Clearly that's on the immediate todo list. 

Also perhaps on the todo list is to indicate in some way (analagous to the black stripes in the surface plot) times when the data in the band-limited plot is just extrapolated, connecting the dots between 2 valid data points.

 

A few other thoughts:  The time chosen for the training of the filter for these plots is 6:40pm-7:40pm PDT on Sept 9, 2007 (which was a Sunday night).  I need to try training the filter on a more seismically-active time, to see if that helps reduce the diurnal oscillations at high frequency.  If that doesn't do it, then perhaps having a "weekday filter" and an "offpeak" filter would be a good idea.  I'll have to investigate.

Attachment 1: H1S5OneMonthWienerCompBLACK.png  382 kB  | Hide | Hide all
H1S5OneMonthWienerCompBLACK.png
Attachment 2: H1S5BandLimitedTimePlot.png  21 kB  | Hide | Hide all
H1S5BandLimitedTimePlot.png
ELOG V3.1.3-