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arxiv: 1611.07856 · v1 · submitted 2016-11-23 · ⚛️ physics.data-an · astro-ph.IM· physics.ins-det

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When "Optimal Filtering" Isn't

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classification ⚛️ physics.data-an astro-ph.IMphysics.ins-det
keywords energyoptimalpulsesresolutionfilteringmethodprocedurepulse-fitting
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The so-called "optimal filter" analysis of a microcalorimeter's x-ray pulses is statistically optimal only if all pulses have the same shape, regardless of energy. The shapes of pulses from a nonlinear detector can and do depend on the pulse energy, however. A pulse-fitting procedure that we call "tangent filtering" accounts for the energy dependence of the shape and should therefore achieve superior energy resolution. We take a geometric view of the pulse-fitting problem and give expressions to predict how much the energy resolution stands to benefit from such a procedure. We also demonstrate the method with a case study of K-line fluorescence from several 3d transition metals. The method improves the resolution from 4.9 eV to 4.2 eV at the Cu K$\alpha$ line (8.0keV).

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