Fuzzy Logic Based Edge Detection in Smooth and Noisy Clinical Images
LED events use for noisy channels detection
description
Transcript of LED events use for noisy channels detection
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LED events use for noisy channels detection
Try on HCAL LED stability run 24432, 10K events
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Idea : use LED containing events to check Pedestals : <>, sigma LED : sigma/<> Errors, e.g. -256 ; -999 entries etc Noise classified, positive or negative, big (i.e. direct danger to L0) or small (under certain conditions could degrade L0 rate, resolutions etc) amplitude : rate Logic for each channel : Fit pedestal and LED, extract <>, sigma for each of them Classify and count everything which
outside <ped> \pm 10 x sigma_ped &&
outside <led> \pm 10 x sigma_led NB1 : fit failure could signify a problem NB2 : to escape Xtalk, remove event from Pedestal treatment, if one of three channels, coupled to the same ADC, shows big signal
<p>±10
σp
<l>±10σle
d0 32 bigsmallneg
Store warnings and (problematic/all ?) histograms in log-file
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(Close to) Ideal world : impossible to study noise rate, if pedestal and/or led cannot be fit properly,
i.e. not more than one problem at a time we assume routine running on the debugged hcal 1. Error values : -256 ; -999 ; etc. 2. Pedestal warning if :
meanped > 1. or meanped < 0. or σped > 2.
3. Led warning if :
multiple peaks or σped/meanped > 5%
4. Exclude from noise rate counting regions
meanped ± 10 x σped and meanled ± 10 x σled
5. “Big” (L0 dangerous) noise starts from 32 ADC channel
6. Dangerous rate for “big” amplitude noise : 1% , “small” noise : 10%.
Approximation “zero” constants
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Good channel example
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Warning : <ped> = 1.1 sigma = 2.1
Pedestal warning
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Warning : <ped> = 1.2 sigma = 2.1
Pedestal warning
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Warning : Fit failure
Warning : Fit failure
C-side, wrong settings
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Warning : LED chi2
C-side, wrong settings
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Warning : LED : sigma/<led>
C-side, wrong settings
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X-talk ?
Warning : “small” noise
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X-ta
lk ?
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... Checking Pedestal mean and sigma values ...board=386, channel=31, pedChi2=148, pedMean=1.030888, pedSigma=2.185785board=399, channel=24, pedChi2=163, pedMean=1.204062, pedSigma=2.036628board=411, channel=28, pedChi2=1037
... Checking Led sigma/mean values ...Problem LED chi2 : board=388, channel=24, LedChi2=1100Problem LED chi2 : board=388, channel=26, LedChi2=1166Problem LED chi2 : board=389, channel=19, LedChi2=1068
... Checking for -999 ...
... Checking for -256 ...
... Checking for negatives ...Negatives rate (per cent) : board=403, channel=16, Nneg=10.780000Negatives rate (per cent) : board=406, channel=16, Nneg=12.500000Negatives rate (per cent) : board=406, channel=17, Nneg=12.500000Negatives rate (per cent) : board=406, channel=18, Nneg=12.500000Negatives rate (per cent) : board=406, channel=19, Nneg=12.…
Log.dat : example
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Log.dat : example
Negatives rate (per cent) : board=413, channel=22, Nneg=12.500000Negatives rate (per cent) : board=413, channel=23, Nneg=12.500000
... Checking for small positives ...Small positives rate (per cent) : board=411, channel=5, Nsmall=12.470000Small positives rate (per cent) : board=411, channel=6, Nsmall=12.500000Small positives rate (per cent) : board=412, channel=6, Nsmall=11.910000Small positives rate (per cent) : board=412, channel=7, Nsmall=12.490000
... Checking for big positives ...Big positives rate (per cent) : board=388, channel=17, Nbig=11.590000Big positives rate (per cent) : board=388, channel=18, Nbig=10.910000Big positives rate (per cent) : board=388, channel=24, Nbig=8.970000Big positives rate (per cent) : board=388, channel=25, Nbig=11.690000Big positives rate (per cent) : board=388, channel=26, Nbig=11.760000Big positives rate (per cent) : board=388, channel=27, Nbig=8.280000Big positives rate (per cent) : board=388, channel=29, Nbig=6.210000Big positives rate (per cent) : board=389, channel=2, Nbig=11.150000Big positives rate (per cent) : board=389, channel=3, Nbig=11.510000Big positives rate (per cent) : board=389, channel=10, Nbig=11.310000Big positives rate (per cent) : board=389, channel=19, Nbig=11.570000Big positives rate (per cent) : board=389, channel=20, Nbig=9.520000Big positives rate (per cent) : board=389, channel=29, Nbig=9.360000Big positives rate (per cent) : board=390, channel=0, Nbig=8.400000Big positives rate (per cent) : board=390, channel=1, Nbig=11.050000Big positives rate (per cent) : board=390, channel=2, Nbig=11.990000Big positives rate (per cent) : board=390, channel=8, Nbig=5.190000Big positives rate (per cent) : board=390, channel=11, Nbig=11.710000
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