Variance and skewness of the multiplication gain distribution in uniform avalanche diodes

We derived exact analytical expressions for the variance, the third central moment, and the skewness of the multiplication gain distribution in uniform avalanche structures. The model assumes Poissonianity and locality of the ionization process and is valid for arbitrary values of the electron and hole ionization coefficients, <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="m1"><mml:mi>α</mml:mi></mml:math> and <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="m2"><mml:mi>β</mml:mi></mml:math> , respectively, as functions of the space coordinate. Expressions are also provided for the particular case where the ionization coefficients are related by a constant ratio <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="m3"><mml:mi>k</mml:mi><mml:mo>=</mml:mo><mml:mi>β</mml:mi><mml:mo>/</mml:mo><mml:mi>α</mml:mi></mml:math> . The skewness is found to be always positive and greater than 2, indicating statistically relevant. Finally, the implications for spectral measurements of ionizing radiation are reviewed.

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Publication Details

Journal
Frontiers in Physics
Published
2024-08-21
DOI
https://doi.org/10.3389/fphy.2024.1452279
Primary Topic
Radiation Detection and Scintillator Technologies
Type
article
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article

Variance and skewness of the multiplication gain distribution in uniform avalanche diodes

P. Zambon
Frontiers in Physics
Radiation Detection and Scintillator Technologies
article

Variance and skewness of the multiplication gain distribution in uniform avalanche diodes

P. Zambon
article en

Abstract

We derived exact analytical expressions for the variance, the third central moment, and the skewness of the multiplication gain distribution in uniform avalanche structures. The model assumes Poissonianity and locality of the ionization process and is valid for arbitrary values of the electron and hole ionization coefficients, <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="m1"><mml:mi>α</mml:mi></mml:math> and <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="m2"><mml:mi>β</mml:mi></mml:math> , respectively, as functions of the space coordinate. Expressions are also provided for the particular case where the ionization coefficients are related by a constant ratio <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="m3"><mml:mi>k</mml:mi><mml:mo>=</mml:mo><mml:mi>β</mml:mi><mml:mo>/</mml:mo><mml:mi>α</mml:mi></mml:math> . The skewness is found to be always positive and greater than 2, indicating statistically relevant. Finally, the implications for spectral measurements of ionizing radiation are reviewed.

Frontiers in PhysicsVol. 12
Openalex Percentile: Top 86%
Radiation Detection and Scintillator Technologies
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Variance and skewness of the multiplication gain distribution in uniform avalanche diodes — P. Zambon · Frontiers in Physics (2024) | TGRS Research Map | TGRS