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\section{Space-point variance}
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Figure \ref{Fig:SenseArea} shows the arrangement of the fibre channels in
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The regions in which a space point will be reconstructed are shown by
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The area of the triangular intersection is given by:
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A & = & 4 \frac{1}{2} \frac{c_p}{\sqrt{3}} \frac{c_p}{2} \\
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& = & \frac{c_p^{2}}{\sqrt{3}} \, ;
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where $c_p$ is the channel pitch.
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Therefore, for the triangular intersection, the mean values of $x$ and
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\bar{x} & = & \frac{1}{A} \int \int x dx dy \\
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& = & \frac{1}{A} \int_{0}^{c_p} x dx
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\int_{-\frac{x}{\sqrt{3}}}^{\frac{x}{\sqrt{3}}} dy \\
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& = & \frac{1}{A} \frac{2}{\sqrt{3}} \int_{0}^{c_p} x^{2} dx \\
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& = & \frac{1}{A} \frac{2}{\sqrt{3}} \frac{c_p^{3}}{3} \\
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& = & \frac{\sqrt{3}}{c_p^2} \frac{2}{\sqrt{3}} \frac{c_p^{3}}{3} \\
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& = & \frac{2}{3}c_p \, {\rm ; and}
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\bar{y}&=&\frac{1}{A} \int \int y dx dy \\
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&=&\frac{1}{A} \int_{0}^{c_p} dx
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\int_{-\frac{x}{\sqrt{3}}}^{\frac{x}{\sqrt{3}}} y dy \\
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&=&\frac{1}{A} \int_{0}^{c_p}
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\left[ \frac{y^{2}}{2} \right]_{-\frac{x}{\sqrt{3}}}^{\frac{x}{\sqrt{3}}} dx \\
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The variance of the $x$ and $y$ coodinates are then given by:
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V_x = \sigma^2_x &=& \frac{1}{A} \int \int (x-\bar{x})^{2} dx dy \\
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&=& \frac{1}{A} \int_{0}^{c_p} dx
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\int_{-\frac{x}{\sqrt{3}}}^{\frac{x}{\sqrt{3}}}
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&=& \frac{1}{A} \frac{2}{\sqrt{3}}
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\int_{0}^{c_p} x (x-\bar{x})^{2} \\
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&=& \frac{1}{A} \frac{2}{\sqrt{3}}
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( x^{3}-2x^{2}\bar{x}+\bar{x}^{2}x ) dx \\
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&=& \frac{1}{A} \frac{2}{\sqrt{3}}
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\int_{0}^{c_p} ( x^{3}-\frac{4}{3}c_p x^{2}
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+ \frac{4}{9} c_p^{2} x ) dx \\
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&=& \frac{1}{A} \frac{2}{\sqrt{3}}
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\left[ \frac{x^{4}}{4} - \frac{4}{9} c_p x^{3}
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+ \frac{2}{9} c_p^{2} x^{2}\right]_{0}^{c_p} \\
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&=& \frac{c_p^4}{A} \frac{2}{\sqrt{3}}
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\left[ \frac{1}{4}-\frac{4}{9}+\frac{2}{9} \right] \\
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&=& \frac{c_p^4}{A} \frac{2}{\sqrt{3}}
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\left[ \frac{1}{4}-\frac{2}{9} \right] \\
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&=& c_p^4 \frac{\sqrt{3}}{c_p^2} \frac{2}{\sqrt{3}}
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&=& \frac{1}{18} c_p^{2} \\
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V_x = \sigma^2_x &=& \left( \frac{c_p}{3\sqrt{2}} \right)^2 \, ;
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&=& \frac{1}{A} \int_{0}^{c_p} dx
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\int_{-\frac{x}{\sqrt{3}}}^{\frac{x}{\sqrt{3}}}(y-\bar{y})^{2} dy \\
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&=& \frac{1}{A} \int_{0}^{c_p} \left[ \frac{y^{3}}{3}
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\right]_{-\frac{x}{\sqrt{3}}}^{\frac{x}{\sqrt{3}}} dy \\
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&=& \frac{1}{A} \frac{2}{3\sqrt{3}}
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\int_{0}^{c_p} x^{3}dx \nonumber \\
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&=& \frac{1}{A} \frac{2}{9\sqrt{3}}
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\left[ \frac{x^{4}}{4} \right]_{0}^{c_p} \\
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&=& \frac{1}{A} \frac{2}{9\sqrt{3}} \frac{c_p^4}{4} \\
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&=& \frac{\sqrt{3}}{c_p^2} \frac{2}{9\sqrt{3}} \frac{c_p^4}{4} \\
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&=& \frac{1}{9} \frac{c_p^2}{2} \\
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&=& \frac{1}{18} c_p^2 \\
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&=& \left( \frac{c_p^{2}}{3\sqrt{2}} \right)^2 \, .
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The covariance is given by:
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V_{xy} &=& \frac{1}{A} \int \int (x-\bar{x}) (y-\bar{y}) dx dy \\
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&=& \frac{1}{A} \int_{0}^{c_p} (x-\bar{x}) dx
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\int_{-\frac{x}{\sqrt{3}}}^{\frac{x}{\sqrt{3}}}(y-\bar{y}) dy \\
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&=& \frac{1}{A} \int_{0}^{c_p} (x-\bar{x})
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\frac{1}{2}y^2 - y \bar{y}
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\right]_{-\frac{x}{\sqrt{3}}}^{\frac{x}{\sqrt{3}}} \\
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\sigma_{x}=\sigma_{y}=\frac{c_p}{3\sqrt{2}} = 384.4 \mu{\rm m} \, .
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For the hexagonal case, the area of the overlapping region (shaded
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zone in the right panel of figure \ref{Fig:SenseArea}) is givn by:
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A & = & 6 \frac{1}{2} \frac{c_p}{\sqrt{3}} \frac{c_p}{2} \\
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& = & \frac{\sqrt{3}}{2}c_p^{2} \, .
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By symmetry, $\bar{x} = \bar{y} = 0$.
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The variance of the $x$ and $y$ coordinates are given by:
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V_x = \sigma^2_x = \sigma^2_y =
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&=& \frac{1}{A} \int \int (x-\bar{x})^{2} dx dy \\
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&=& \frac{1}{A} \int \int x^{2} dx dy \\
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&=& \frac{2}{A} \int_{-\frac{c_p}{2}}^{0}x^{2} dx
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\int_{-\frac{x}{\sqrt{3}}-\frac{c_p}{\sqrt{3}}}
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^{\frac{x}{\sqrt{3}}+\frac{c_p}{\sqrt{3}}} dy \nonumber \\
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&=& \frac{2}{A}\int_{-\frac{c_p}{2}}^{0}x^{2}
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\left[ 2 \left( \frac{x}{\sqrt{3}}+\frac{c_p}{\sqrt{3}}
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\right) \right] dx \\
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&=& \frac{2}{A}\frac{2}{\sqrt{3}} \int_{-\frac{c_p}{2}}^{0}
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\left( x^{3}+ x^{2}c_p \right)dx \nonumber \\
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&=& \frac{2}{A}\frac{2}{\sqrt{3}} \left[ \frac{1}{4}
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x^4 +\frac{1}{3} x^3 c_p\right]_{-\frac{c_p}{2}}^{0} \\
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&=& \frac{2}{A}\frac{2}{\sqrt{3}} \left[ -\frac{1}{4}
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\frac{c_p^{4}}{16}+\frac{1}{3}\frac{c_p^{4}}{8}\right] \\
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&=& \frac{2}{A}\frac{2}{\sqrt{3}}
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\left[ \frac{1}{8} \left( \frac{1}{3}-\frac{1}{8}
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\right) c_p^4 \right]\\
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&=& \frac{2}{A}\frac{2}{\sqrt{3}} \frac{1}{8} \frac{5}{24} c_p^4
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= \frac{1}{A} \frac{5}{48\sqrt{3}} c_p^4 \\
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&=& \frac{2}{\sqrt{3}c_p^{2}} \frac{5}{48\sqrt{3}} c_p^4
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= \frac{2}{\sqrt{3}} \frac{5}{48\sqrt{3}} c_p^2 \\
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&=& \left( \sqrt{\frac{5}{2}}\frac{c_p}{6} \right)^2 \, .
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As before, the covariance is given by:
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V_{xy} &=& \frac{1}{A} \int \int (x-\bar{x}) (y-\bar{y}) dx dy \\
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&=& \frac{2}{A} \int_{-\frac{c_p}{2}}^{0} x dx
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\int_{-\frac{x}{\sqrt{3}}-\frac{c_p}{\sqrt{3}}}
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^{\frac{x}{\sqrt{3}}+\frac{c_p}{\sqrt{3}}} y dy \nonumber \\
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&=& \frac{2}{A} \int_{-\frac{c_p}{2}}^{0} x dx
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\right]_{-\frac{x}{\sqrt{3}}-\frac{c_p}{\sqrt{3}}}
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^{\frac{x}{\sqrt{3}}+\frac{c_p}{\sqrt{3}}} \nonumber \\
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\sigma_{x}=\sigma_{y}=\sqrt{\frac{5}{2}}\frac{c_p}{6} = 429.8 \mu{\rm m} \, .
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\includegraphics[width=0.7\linewidth]%
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{12-Appendix-2-Space-point-standard-deviation/Figures/drawing2.eps}
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Right panel: Fibre arrangement in station 5 of tracker 1.
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Left panel: Fibre arrangement in the rest of the stations.
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The shaded region shows the intersection of the three channels
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is triangle for every station other than station 5, where it
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\label{Fig:SenseArea}