Optimized differential energy loss estimation for tracker detectors
Ferenc Sikler, Sandor Szeles
TL;DR
This paper presents an optimized method for estimating differential energy loss in tracker detectors, improving particle separation by using a generalized truncated mean approach with optimized weights.
Contribution
It introduces a generalized linear combination method for energy loss estimation with optimized weights, enhancing particle separation in tracker detectors.
Findings
Better particle separation power demonstrated in simulations
Optimized weights improve energy loss estimation accuracy
Applicable to both semiconductor and gaseous detectors
Abstract
The estimation of differential energy loss for charged particles in tracker detectors is studied. The robust truncated mean method can be generalized to the linear combination of the energy deposit measurements. The optimized weights in case of arithmetic and geometric means are obtained using a detailed simulation. The results show better particle separation power for both semiconductor and gaseous detectors.
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