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02/12/05 19:03:47 (20 years ago)
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gaug
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  • trunk/MagicSoft/TDAS-Extractor/Calibration.tex

    r6415 r6416  
    202202\par
    203203In general, one can also find that all ``sliding window''-algorithms (extractors \#17-32) discard
    204 less pixels than the ``fixed window''-ones (extractors \#1--16). The digital filter with
     204less pixels than the corresponding ``fixed window''-ones (extractors \#1--16). The digital filter with
    205205the correct weights (extractors \#30-33) discards the least number of pixels and is also robust against
    206206slight modifications of its weights (extractors \#28--30). The robustness gets lost when the high-gain and
     
    2182180.1\% except for the ampltiude-extracting spline which seems to mis-reconstruct a certain type of events.
    219219\par
    220 In conclusion, already this first test excludes all extractors with too big window sizes because
     220In conclusion, already this first test excludes all extractors with too large window sizes because
    221221they are not able to extract cleanly small signals produced by about 4 photo-electrons. Moreover,
    222222some extractors do not reproduce the signals as expected in the low-gain.
    223 The excluded extractors are:
    224 \begin{itemize}
    225 \item: MExtractFixedWindow Nr. 3--5
    226 \item: MExtractFixedWindowSpline Nr. 6--11 (all)
    227 \item: MExtractFixedWindowPeakSearch Nr. 14--16
    228 \item: MExtractTimeAndChargeSlidingWindow Nr. 21--22
    229 \item: MExtractTimeAndChargeSpline Nr. 23 and 27
    230 \end{itemize}
     223
     224%The excluded extractors are:
     225%\begin{itemize}
     226%\item: MExtractFixedWindow Nr. 3--5
     227%\item: MExtractFixedWindowSpline Nr. 6--11 (all)
     228%\item: MExtractFixedWindowPeakSearch Nr. 14--16
     229%\item: MExtractTimeAndChargeSlidingWindow Nr. 21--22
     230%\item: MExtractTimeAndChargeSpline Nr. 23 and 27
     231%\end{itemize}
     232
     233\clearpage
    231234
    232235%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
     
    236239Assuming that the readout chain adds only negligible noise to the one
    237240introduced by the photo-multiplier itself, one can make the assumption that the variance of the
    238 true (non-extracted) signal $ST$ is the amplified Poisson variance of the number of photo-electrons,
     241true signal $S$ is the amplified Poisson variance of the number of photo-electrons,
    239242multiplied with the excess noise of the photo-multiplier which itself is
    240243characterized by the excess-noise factor $F$.
    241244
    242245\begin{equation}
    243 Var(ST) = F^2 \cdot Var(N_{phe}) \cdot \frac{<ST>^2}{<N_{phe}>^2}
     246Var(S) = F^2 \cdot Var(N_{phe}) \cdot \frac{<S>^2}{<N_{phe}>^2}
    244247\label{eq:excessnoise}
    245248\end{equation}
     
    249252to the mean number of photo-electrons (because of the Poisson distribution),
    250253one obtains an expression to retrieve the mean number of photo-electrons  impinging on the pixel from the
    251 mean extracted signal $<SE>$, its variance $Var(SE)$ and the RMS of the extracted signal obtained from
     254mean extracted signal $<\widehat{S}>$,
     255its variance $Var(\widehat{S})$ and the RMS of the extracted signal obtained from
    252256pure pedestal runs $R$ (see section~\ref{sec:determiner}):
    253257
    254258\begin{equation}
    255 <N_{phe}> \approx F^2 \cdot \frac{<SE>^2}{Var(SE) - R^2}
     259<N_{phe}> \approx F^2 \cdot \frac{<\widehat{S}>^2}{Var(\widehat{S}) - R^2}
    256260\label{eq:pheffactor}
    257261\end{equation}
     
    471475\end{figure}
    472476
    473 
     477\clearpage
    474478
    475479\subsection{Time Resolution}
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