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Entry  Fri Feb 27 01:59:57 2015, rana, HowTo, LSC, iPython Notebook for LSC Sensing Matrix Plots_1109056456.pdfRadar_1109056456.pdf
    Reply  Fri Feb 27 11:20:49 2015, ericq, Update, Computer Scripts / Programs, iPython Notebook for LSC Sensing Matrix 
Message ID: 11081     Entry time: Fri Feb 27 01:59:57 2015     Reply to this: 11084
Author: rana 
Type: HowTo 
Category: LSC 
Subject: iPython Notebook for LSC Sensing Matrix 

I have adapted one of Evan's python scripts into an ipython notebook for calculating our PRMI sensing matrix - the work is ~half done.

The script gets the data from the various PD channels (like REFL33_I) and demdoulates it at the modulation frequencies. At the moment its using just the sensing channels, but with the recent addition of the SUS-LSC_OUT_DQ channels, we can demod the actuation channels as well and not have to hand code the exc amplitudes and the basolute phase. Please ignore the phase for the moment.

The attached PDF shows the demod (including lowpass) outputs for a 2 minute stretch of PRMI locked on f2. Next step is to average these numbers and make the radar plots with the error bars. The script is scripts/LSC/SensingMatrix/PRMIsensMat.ipynb and is in the SVN now.

** along the way, I noticed that the reason this notebook hasn't been working since last night is that someone sadly installed a new anaconda python distro today  without telling anyone by ELOG. This new distro didn't have all the packages of the previous one.no I've updated it with astropy and uncertainties packages.

I've fixed the Radar plot making part, so that's now included too. The radial direction is linear, so you can see from the smearing of the blobs that the uncertainty is represented in the graphics due to each measurement being a small semi-transparent dot. Next, we'll put the output of the statistics on the plot: mean, std, and kurtosis.

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