Changeset 6382 for trunk/MagicSoft
- Timestamp:
- 02/11/05 17:33:08 (20 years ago)
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trunk/MagicSoft/TDAS-Extractor/Pedestal.tex
r6380 r6382 100 100 It can then be obtained from the calculation of the variance $Var[\widehat{Q}]$ 101 101 by applying the extractor to a fixed window of pure background events (``pedestal events'') 102 and get rid of the bias in that way. Figures~\ref{fig:amp:relmean} through~\ref{fig:df:relmean} 103 show that the bias vanishes to an accuracy of better than 1\% 104 for the extractors which are used in this TDAS. 105 106 \begin{figure}[htp] 107 \centering 108 \includegraphics[height=0.3\textheight]{MExtractTimeAndChargeSpline_Amplitude_Amplitude_Range_01_09_01_10_Run_38993_RelMean.eps} 109 \vspace{\floatsep} 110 \includegraphics[height=0.3\textheight]{MExtractTimeAndChargeSpline_Amplitude_Amplitude_Range_01_09_01_10_Run_38995_RelMean.eps} 111 \vspace{\floatsep} 112 \includegraphics[height=0.3\textheight]{MExtractTimeAndChargeSpline_Amplitude_Amplitude_Range_01_09_01_10_Run_38996_RelMean.eps} 113 \caption{MExtractTimeAndChargeSpline with amplitude extraction: 114 Difference in mean pedestal (per FADC slice) between extraction algorithm 115 applied on a fixed window of 1 FADC slice (``extractor random'') and a simple addition of 116 2 FADC slices (``fundamental''). On the top, a run with closed camera has been taken, in the center 117 an opened camera observing an extra-galactic star field and on the bottom, an open camera being 118 illuminated by the continuous light of the calibration (level: 100). Every entry corresponds to one 119 pixel.} 120 \label{fig:amp:relmean} 121 \end{figure} 122 123 124 \begin{figure}[htp] 125 \centering 126 \includegraphics[height=0.3\textheight]{MExtractTimeAndChargeSpline_Rise-and-Fall-Time_0.5_1.5_Range_01_10_02_12_Run_38993_RelMean.eps} 127 \vspace{\floatsep} 128 \includegraphics[height=0.3\textheight]{MExtractTimeAndChargeSpline_Rise-and-Fall-Time_0.5_1.5_Range_01_10_02_12_Run_38995_RelMean.eps} 129 \vspace{\floatsep} 130 \includegraphics[height=0.3\textheight]{MExtractTimeAndChargeSpline_Rise-and-Fall-Time_0.5_1.5_Range_01_10_02_12_Run_38996_RelMean.eps} 131 \caption{MExtractTimeAndChargeSpline with integral over 2 slices: 132 Difference in mean pedestal (per FADC slice) between extraction algorithm 133 applied on a fixed window of 2 FADC slices (``extractor random'') and a simple addition of 134 2 FADC slices (``fundamental''). On the top, a run with closed camera has been taken, in the center 135 an opened camera observing an extra-galactic star field and on the bottom, an open camera being 136 illuminated by the continuous light of the calibration (level: 100). Every entry corresponds to one 137 pixel.} 138 \label{fig:int:relmean} 139 \end{figure} 140 141 \begin{figure}[htp] 142 \centering 143 \includegraphics[height=0.3\textheight]{MExtractTimeAndChargeDigitalFilter_Weights_cosmics_weights.dat_Range_01_14_02_14_Run_38993_RelMean.eps} 144 \vspace{\floatsep} 145 \includegraphics[height=0.3\textheight]{MExtractTimeAndChargeDigitalFilter_Weights_cosmics_weights.dat_Range_01_14_02_14_Run_38995_RelMean.eps} 146 \vspace{\floatsep} 147 \includegraphics[height=0.3\textheight]{MExtractTimeAndChargeDigitalFilter_Weights_cosmics_weights.dat_Range_01_14_02_14_Run_38996_RelMean.eps} 148 \caption{MExtractTimeAndChargeDigitalFilter: 149 Difference in mean pedestal (per FADC slice) between extraction algorithm 150 applied on a fixed window of 6 FADC slices and time-randomized weights (``extractor random'') 151 and a simple addition of 152 6 FADC slices (``fundamental''). On the top, a run with closed camera has been taken, in the center 153 an opened camera observing an extra-galactic star field and on the bottom, an open camera being 154 illuminated by the continuous light of the calibration (level: 100). Every entry corresponds to one 155 pixel.} 156 \label{fig:df:relmean} 157 \end{figure} 158 159 %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% 102 and get rid of the bias in that way. 103 \par 160 104 161 105 In order to calculate bias and Mean-squared error, we proceeded in the following ways: … … 173 117 \end{enumerate} 174 118 119 120 \begin{figure}[htp] 121 \centering 122 \vspace{\floatsep} 123 \includegraphics[width=0.3\linewidth]{MExtractTimeAndChargeSpline_Amplitude_Amplitude_Range_01_09_01_10_Run_38993_RelMean.eps} 124 \vspace{\floatsep} 125 \includegraphics[width=0.3\linewidth]{MExtractTimeAndChargeSpline_Amplitude_Amplitude_Range_01_09_01_10_Run_38995_RelMean.eps} 126 \vspace{\floatsep} 127 \includegraphics[width=0.3\linewidth]{MExtractTimeAndChargeSpline_Amplitude_Amplitude_Range_01_09_01_10_Run_38996_RelMean.eps} 128 \caption{MExtractTimeAndChargeSpline with amplitude extraction: 129 Difference in mean pedestal (per FADC slice) between extraction algorithm 130 applied on a fixed window of 1 FADC slice (``extractor random'') and a simple addition of 131 2 FADC slices (``fundamental''). On the left, a run with closed camera has been taken, in the center 132 an opened camera observing an extra-galactic star field and on the right, an open camera being 133 illuminated by the continuous light of the calibration (level: 100). Every entry corresponds to one 134 pixel.} 135 \label{fig:amp:relmean} 136 \end{figure} 137 138 \begin{figure}[htp] 139 \centering 140 \vspace{-\floatsep} 141 \includegraphics[width=0.3\linewidth]{MExtractTimeAndChargeSpline_Rise-and-Fall-Time_0.5_1.5_Range_01_10_02_12_Run_38993_RelMean.eps} 142 \vspace{\floatsep} 143 \includegraphics[width=0.3\linewidth]{MExtractTimeAndChargeSpline_Rise-and-Fall-Time_0.5_1.5_Range_01_10_02_12_Run_38995_RelMean.eps} 144 \vspace{\floatsep} 145 \includegraphics[width=0.3\linewidth]{MExtractTimeAndChargeSpline_Rise-and-Fall-Time_0.5_1.5_Range_01_10_02_12_Run_38996_RelMean.eps} 146 \caption{MExtractTimeAndChargeSpline with integral over 2 slices: 147 Difference in mean pedestal (per FADC slice) between extraction algorithm 148 applied on a fixed window of 2 FADC slices (``extractor random'') and a simple addition of 149 2 FADC slices (``fundamental''). On the left, a run with closed camera has been taken, in the center 150 an opened camera observing an extra-galactic star field and on the right, an open camera being 151 illuminated by the continuous light of the calibration (level: 100). Every entry corresponds to one 152 pixel.} 153 \label{fig:int:relmean} 154 \end{figure} 155 156 \begin{figure}[htp] 157 \centering 158 \vspace{-\floatsep} 159 \includegraphics[width=0.3\linewidth]{MExtractTimeAndChargeDigitalFilter_Weights_cosmics_weights.dat_Range_01_14_02_14_Run_38993_RelMean.eps} 160 \vspace{\floatsep} 161 \includegraphics[width=0.3\linewidth]{MExtractTimeAndChargeDigitalFilter_Weights_cosmics_weights.dat_Range_01_14_02_14_Run_38995_RelMean.eps} 162 \vspace{\floatsep} 163 \includegraphics[width=0.3\linewidth]{MExtractTimeAndChargeDigitalFilter_Weights_cosmics_weights.dat_Range_01_14_02_14_Run_38996_RelMean.eps} 164 \caption{MExtractTimeAndChargeDigitalFilter: 165 Difference in mean pedestal (per FADC slice) between extraction algorithm 166 applied on a fixed window of 6 FADC slices and time-randomized weights (``extractor random'') 167 and a simple addition of 168 6 FADC slices (``fundamental''). On the left, a run with closed camera has been taken, in the center 169 an opened camera observing an extra-galactic star field and on the right, an open camera being 170 illuminated by the continuous light of the calibration (level: 100). Every entry corresponds to one 171 pixel.} 172 \label{fig:df:relmean} 173 \end{figure} 174 175 %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% 176 175 177 \subsubsection{ \label{sec:determiner} Application of the Signal Extractor to a Fixed Window 176 178 of Pedestal Events} … … 195 197 at a random place within the digitizing binning resolution of one central FADC slice. 196 198 \item[\textit{MExtractTimeAndChargeDigitalFilter}:\xspace] The second step timing 197 offset $\tau$ (eq.~\ref{eq:offsettau} gets randomized for each event.199 offset $\tau$ (eq.~\ref{eq:offsettau}) gets randomized for each event. 198 200 \end{description} 201 202 Figures~\ref{fig:amp:relmean} through~\ref{fig:df:relmean} 203 show the calculated means obtained with this method for all pixels in the camera 204 and for different levels of night-sky background. 205 One can see that the bias vanishes to an accuracy of better than 1\% 206 for the extractors which are used in this TDAS. 207 208 \par 199 209 200 210 The following plots~\ref{fig:sw:distped} through~\ref{fig:amp:relrms} show results
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