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Timestamp:
03/04/05 14:52:40 (20 years ago)
Author:
gaug
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trunk/MagicSoft/TDAS-Extractor
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  • trunk/MagicSoft/TDAS-Extractor/Algorithms.tex

    r6747 r6748  
    1313\begin{figure}[htp]
    1414\includegraphics[width=0.99\linewidth]{ExtractorClasses.eps}
    15 \caption{Sketch of the inheritances of three exemplary MARS signal extractor classes:
     15\caption{Sketch of the inheritances of three typical MARS signal extractor classes:
    1616MExtractFixedWindow, MExtractTimeFastSpline and MExtractTimeAndChargeDigitalFilter}
    1717\label{fig:extractorclasses}
     
    113113  extracted arrival time, its error and the number of saturating FADC slices, respectively.
    114114  \par
    115   The pedestals can be used for the extraction via the reference ``ped'', also the AB-flag is given
    116   for AB-clock noise correction.
     115  The pedestals can be used for the extraction via the reference ``ped'', also the ``AB-flag'' is given
     116  for clock noise correction.
    117117\end{description}
    118118 
  • trunk/MagicSoft/TDAS-Extractor/Calibration.tex

    r6747 r6748  
    3434
    3535Table~\ref{tab:pulsercolours} lists the available colors and intensities and
    36 figures~\ref{fig:pulseexample1leduv} and~\ref{fig:pulseexample23ledblue} show exemplary pulses
     36figures~\ref{fig:pulseexample1leduv} and~\ref{fig:pulseexample23ledblue} show typical pulses
    3737as registered by the FADCs.
    3838Whereas the UV-pulse is rather stable, the green and blue pulses can show smaller secondary
     
    9090\par
    9191Although we had looked at and tested all colour and extractor combinations resulting from these data,
    92 we restrict ourselves to show here only exemplary behaviour and results of extractors.
     92we restrict ourselves to show here only typical behaviour and results of extractors.
    9393All plots, including those which are not displayed in this TDAS, can be retrieved from the following
    9494locations:
     
    357357\centering
    358358\includegraphics[width=0.99\linewidth]{PheVsCharge-4.eps}
    359 \caption{Conversion factor $c_{phe}$ for three exemplary inner pixels (upper plots)
    360 and three exemplary outer ones (lower plots) obtained with the extractor
     359\caption{Conversion factor $c_{phe}$ for three typical inner pixels (upper plots)
     360and three typical outer ones (lower plots) obtained with the extractor
    361361{\textit{MExtractFixedWindow}} on a window size of 8 high-gain and 8 low-gain slices
    362362(extractor \#4). }
     
    384384\par
    385385Figure~\ref{fig:linear:phevscharge4} shows the conversion factor $c_{phe}$ obtained for different light intensities
    386 and colors for three exemplary inner and three exemplary outer pixels using a fixed window on
     386and colors for three typical inner and three typical outer pixels using a fixed window on
    3873878 FADC slices. The conversion factor seems to be linear to a good approximation, with the following restrictions:
    388388\begin{itemize}
     
    408408\centering
    409409\includegraphics[width=0.99\linewidth]{PheVsCharge-9.eps}
    410 \caption{Conversion factor $c_{phe}$ for three exemplary inner pixels (upper plots)
    411 and three exemplary outer ones (lower plots) obtained with the extractor
     410\caption{Conversion factor $c_{phe}$ for three typical inner pixels (upper plots)
     411and three typical outer ones (lower plots) obtained with the extractor
    412412{\textit{MExtractFixedWindowSpline}}
    413413on a window size of 8 high-gain and 8 low-gain slices (extractor \#9). }
     
    418418\centering
    419419\includegraphics[width=0.99\linewidth]{PheVsCharge-15.eps}
    420 \caption{Conversion factor $c_{phe}$ for three exemplary inner pixels (upper plots)
    421 and three exemplary outer ones (lower plots) obtained with the extractor
     420\caption{Conversion factor $c_{phe}$ for three typical inner pixels (upper plots)
     421and three typical outer ones (lower plots) obtained with the extractor
    422422{\textit{MExtractFixedWindowPeakSearch}} on a window size of 8 high-gain and 8 low-gain slices
    423423(extractor \#15). }
     
    429429\includegraphics[width=0.99\linewidth]{PheVsCharge-14.eps}
    430430\caption{Example of a the development of the conversion factor FADC counts to photo-electrons for three
    431 exemplary inner pixels (upper plots) and three exemplary outer ones (lower plots) obtained with the extractor
     431typical inner pixels (upper plots) and three typical outer ones (lower plots) obtained with the extractor
    432432{\textit{MExtractFixedWindowPeakSearch}}
    433433on a window size of 6 high-gain and 6 low-gain slices (extractor \#11). }
     
    455455\includegraphics[width=0.99\linewidth]{PheVsCharge-20.eps}
    456456\caption{Example of a the development of the conversion factor FADC counts to photo-electrons for three
    457 exemplary inner pixels (upper plots) and three exemplary outer ones (lower plots) obtained with the extractor
     457typical inner pixels (upper plots) and three typical outer ones (lower plots) obtained with the extractor
    458458{\textit{MExtractTimeAndChargeSlidingWindow}}
    459459on a window size of 6 high-gain and 6 low-gain slices (extractor \#20). }
     
    474474\centering
    475475\includegraphics[width=0.99\linewidth]{PheVsCharge-23.eps}
    476 \caption{Conversion factor $c_{phe}$ for three exemplary inner pixels (upper plots)
    477 and three exemplary outer ones (lower plots) obtained with the extractor
     476\caption{Conversion factor $c_{phe}$ for three typical inner pixels (upper plots)
     477and three typical outer ones (lower plots) obtained with the extractor
    478478{\textit{MExtractTimeAndChargeSpline}} with amplitude extraction (extractor \#23). }
    479479\label{fig:linear:phevscharge23}
     
    499499\centering
    500500\includegraphics[width=0.99\linewidth]{PheVsCharge-24.eps}
    501 \caption{Conversion factor $c_{phe}$ for three exemplary inner pixels (upper plots)
    502 and three exemplary outer ones (lower plots) obtained with the extractor
     501\caption{Conversion factor $c_{phe}$ for three typical inner pixels (upper plots)
     502and three typical outer ones (lower plots) obtained with the extractor
    503503{\textit{MExtractTimeAndChargeSpline}} with window size of 1 high-gain and 2 low-gain slices
    504504(extractor \#24). }
     
    523523\centering
    524524\includegraphics[width=0.99\linewidth]{PheVsCharge-25.eps}
    525 \caption{Conversion factor $c_{phe}$ for three exemplary inner pixels (upper plots)
    526 and three exemplary outer ones (lower plots) obtained with the extractor
     525\caption{Conversion factor $c_{phe}$ for three typical inner pixels (upper plots)
     526and three typical outer ones (lower plots) obtained with the extractor
    527527{\textit{MExtractTimeAndChargeSpline}} with window size of 2 high-gain and 3 low-gain slices
    528528(extractor \#25). }
     
    553553\centering
    554554\includegraphics[width=0.99\linewidth]{PheVsCharge-30.eps}
    555 \caption{Conversion factor $c_{phe}$ for three exemplary inner pixels (upper plots)
    556 and three exemplary outer ones (lower plots) obtained with the extractor
     555\caption{Conversion factor $c_{phe}$ for three typical inner pixels (upper plots)
     556and three typical outer ones (lower plots) obtained with the extractor
    557557{\textit{MExtractTimeAndChargeDigitalFilter}} 
    558558using a window size of 6 high-gain and 6 low-gain slices with UV-weights (extractor \#30). }
     
    571571\centering
    572572\includegraphics[width=0.99\linewidth]{PheVsCharge-31.eps}
    573 \caption{Conversion factor $c_{phe}$ for three exemplary inner pixels (upper plots)
    574 and three exemplary outer ones (lower plots) obtained with the extractor
     573\caption{Conversion factor $c_{phe}$ for three typical inner pixels (upper plots)
     574and three typical outer ones (lower plots) obtained with the extractor
    575575{\textit{MExtractTimeAndChargeDigitalFilter}} using a window size of
    5765764 high-gain and 4 low-gain slices (extractor \#31). }
  • trunk/MagicSoft/TDAS-Extractor/Conclusions.tex

    r6745 r6748  
    22
    33In the past, many MAGIC analyses have been conducted using different signal extractors.
    4 We developped and tested the most important signal and time extraction algorithms in the standard MAGIC software
     4We developed and tested the most important signal and time extraction algorithms in the standard MAGIC software
    55framework MARS. Our findings are that using a right signal extractor is important since some of the investigated ones
    6  differ considerably in quality and can severly degrade the subsequent analyses. On the other hand, we have found that
    7 advanced signal recontruction algorithms open a new window to lower analysis energy threshold and permit to use the
     6 differ considerably in quality and can severely degrade the subsequent analyses. On the other hand, we have found that
     7advanced signal reconstruction algorithms open a new window to lower analysis energy threshold and permit to use the
    88time information of shower analyses.
    99\par
  • trunk/MagicSoft/TDAS-Extractor/Criteria.tex

    r6747 r6748  
    132132the reading and writing routines of the MARS software.
    133133
    134 Thus, for an online-analysis a different extraction algorithm might be chosen than for the final most accurate
     134Thus, for an online-analysis a different extraction algorithm might be chosen as for the final most accurate
    135135reconstruction of the signals offline.
    136136
  • trunk/MagicSoft/TDAS-Extractor/Introduction.tex

    r6747 r6748  
    8080\item[Inner and Outer pixels:\xspace] The MAGIC camera has two types of pixels which incorporate the following differences:
    8181\begin{enumerate}
    82 \item Size: The outer pixels have a factor four bigger area then the inner pixels~\cite{MAGIC-design}.
     82\item Size: The outer pixels have a factor four bigger area than the inner pixels~\cite{MAGIC-design}.
    8383Their (quantum-efficiency convoluted) effective area is about a factor 2.6 higher.
    8484\item Gain: The camera is flat-fielded in order to yield a similar reconstructed charge signal for the same photon illumination intensity.
  • trunk/MagicSoft/TDAS-Extractor/MonteCarlo.tex

    r6652 r6748  
    33\subsection{Introduction \label{sec:mc:intro}}
    44
    5 Many charasteristics of the extractor can only be investigated with the use of Monte-Carlo simulations~\cite{MC-Camera}
     5Many characteristics of the extractor can only be investigated with the use of Monte-Carlo simulations~\cite{MC-Camera}
    66of signal pulses and noise for the following reasons:
    77
     
    2828\item No switching noise due to the low-gain switch has been simulated.
    2929\item The intrinsic transit time spread of the photo-multipliers has not been simulated.
    30 \item The pulses have been simulated in steps of 0.2\,ns before digitization. There is thus an artificial numerial time resolution
     30\item The pulses have been simulated in steps of 0.2\,ns before digitization. There is thus an artificial numerical time resolution
    3131limit of $0.2\,\mathrm{ns}/\sqrt{12} \approx 0.06\,\mathrm{ns}$.
    3232\item The total dynamic range of the entire signal transmission chain was set to infinite, thus the detector has been simulated
     
    200200section~\ref{sec:mc:convfactors}.
    201201\par
    202 One can see that for small signals, small extracion windows yield better resolutions, but extractors which do not
     202One can see that for small signals, small extraction windows yield better resolutions, but extractors which do not
    203203entirely cover the whole pulse, show a clear dependency of the resolution with the signal strength. In the high-gain region,
    204 this is valid for all fixed window extractors up to 6~FADC slices integraion region, all sliding window extractors up to 4~FADC
     204this is valid for all fixed window extractors up to 6~FADC slices integration region, all sliding window extractors up to 4~FADC
    205205slices and for all spline extractors and the digital filter. Among those extractors with a signal dependent resolution, the
    206206digital filter with 6~FADC slices extraction window shows the smallest dependency, namely 80\% per 50 photo-electrons. This
     
    320320%%% mode: latex
    321321%%% TeX-master: "MAGIC_signal_reco"
     322%%% TeX-master: "MAGIC_signal_reco"
    322323%%% End:
    323324
  • trunk/MagicSoft/TDAS-Extractor/Pedestal.tex

    r6747 r6748  
    364364Figures~\ref{fig:sw:distped} through~\ref{fig:df4:distped} show the
    365365extracted pedestal distributions for some selected extractors (\#18, \#23, \#25, \#28 and \#29)
    366  for one exemplary channel (pixel 100) and two background situations: Closed camera with only electronic
     366 for one typical channel (pixel 100) and two background situations: Closed camera with only electronic
    367367noise and open camera pointing to an extra-galactic source.
    368368One can see the (asymmetric) Poisson behaviour of the
     
    519519of a pedestal run using a sliding window of 6 FADC slices allowed to move within a window of
    5205207 (top), 9 (center) and 13 slices.
    521 A pedestal run with galactic star background has been taken and one exemplary pixel (Nr. 100).
     521A pedestal run with galactic star background has been taken and one typical pixel (Nr. 100).
    522522One can clearly see the pedestal contribution and a further part corresponding to one or more
    523523photo-electrons.}
     
    564564applied on a sliding window of different sizes.
    565565In the top plot, a pedestal run with extra-galactic star background has been taken and in the bottom,
    566 a galactic star background. An exemplary pixel (Nr. 100) has been used.
     566a galactic star background. An typical pixel (Nr. 100) has been used.
    567567Above, a rate of 0.08 phe/ns and below, a rate of 0.1 phe/ns has been obtained.}
    568568\label{fig:df:ratiofit}
     
    600600the applied global extraction window sizes.
    601601A pedestal run with extra-galactic star background has been taken and
    602 an exemplary pixel (Nr. 100) used. The conversion factor obtained from the
     602an typical pixel (Nr. 100) used. The conversion factor obtained from the
    603603standard calibration is shown as a reference line. The obtained conversion factors are systematically
    604604lower than the reference one.}
  • trunk/MagicSoft/TDAS-Extractor/Results.tex

    r6745 r6748  
    1818\item The extractor should not have a charge bias bigger than its charge resolution.
    1919\item The time resolution should not be worse than twice the one obtainable with the best extractor.
    20 \item The number of mis-reconstruced times should not exceed 1\% on average (including the FADC jumps).
     20\item The number of mis-reconstructed times should not exceed 1\% on average (including the FADC jumps).
    2121\item The needed CPU-time should not exceed the one required for reading the data into memory and writing it to disk.
    2222\end{itemize}
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