A position-sensitive particle detector turns a true hit at position into a reading…

PHYSICS · Multi-part · Fermi University Physics · Mathematical Methods for Physics · Fourier analysis and integral transforms · Fourier analysis and integral transforms

Mathematical Methods for Physics, Ch Fourier transforms, spectra and convolution

Problem

A position-sensitive particle detector turns a true hit at position uu into a reading spread uniformly over a plateau of width aa centred on uu: a hit at uu contributes g(x−u)g(x-u) to the trace at position xx, where g(x)={1/a,∣x∣≤a/20,∣x∣>a/2g(x) = \begin{cases}1/a, & |x| \le a/2\\ 0, & |x| > a/2\end{cases} (height 1/a1/a, so that ∫g(x) dx=1\int g(x)\,\mathrm{d}x = 1: one hit always registers as one count, however it is smeared). The trace is then passed through a second, identical stage with the same smearing window, so the overall response relating a true hit at u=0u=0 to the final reading at xx is the self-convolution h(x)=(g∗g)(x)=∫−∞∞g(v) g(x−v) dv.h(x) = (g*g)(x) = \int_{-\infty}^{\infty} g(v)\,g(x-v)\,\mathrm{d}v. Both stages are perfectly uniform over their window and respond identically at every position (a translation-invariant response), and edge effects at the ends of the detector are ignored. It has already been shown that a rectangular pulse of height 11 and width aa, centred at the origin, has Fourier transform f~(k)=2sin⁡(ka/2)/k\tilde f(k) = 2\sin(ka/2)/k under the convention f~(k)=∫f(x)e−ikx dx\tilde f(k) = \int f(x)e^{-ikx}\,\mathrm{d}x. ((a)) Evaluate the convolution integral directly, by finding the length of overlap between the two width-aa windows as a function of xx, and so find h(x)h(x) for every xx. ((b)) Without integrating h(x)h(x) itself, use the convolution theorem together with the rectangle transform quoted above to write down h~(k)\tilde h(k). ((c)) Take a=2.00 mma = 2.00\,\mathrm{mm}. Evaluate h~(k)\tilde h(k) at k=0.785 rad mm−1k = 0.785\,\mathrm{rad\,mm^{-1}} (chosen so that ka/2=π/4ka/2 = \pi/4), and state the full base-to-base width of h(x)h(x) compared with the width aa of a single stage.

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