Directionality for wearable, closely packed radiation detector arrays

This work defines directionality as the act of estimating a radiation source’s angular coordinate on the horizontal plane within a single measurement, usually up to a few seconds. This work develops a directionality algorithm for general use in wearable, closely packed detector arrays. The algorithm...

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Published inNuclear instruments & methods in physics research. Section A, Accelerators, spectrometers, detectors and associated equipment Vol. 986; no. C; p. 164708
Main Authors Britt, C., Wen, X., Qi, H., Hayward, J.P.
Format Journal Article
LanguageEnglish
Published Netherlands Elsevier B.V 11.01.2021
Elsevier
Subjects
Online AccessGet full text
ISSN0168-9002
1872-9576
1872-9576
DOI10.1016/j.nima.2020.164708

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Abstract This work defines directionality as the act of estimating a radiation source’s angular coordinate on the horizontal plane within a single measurement, usually up to a few seconds. This work develops a directionality algorithm for general use in wearable, closely packed detector arrays. The algorithm was demonstrated on three 2″×2″×4″ NaI(Tl) detectors. Directionality performance was quantitatively assessed by observing misclassification rates within the confusion matrices. These misclassification behaviors were condensed into a single number, the Mean Absolute Error (MAE), and a trend between directionality performance and uncollided gamma fluence is reported. The MAE was measured to be 8.2° using a 113.4 μCi Cs-137 source and 17.8° using a 34.6 μCi Co-60 source, where both sources were placed 172.4 cm away. Finally, this directionality algorithm was demonstrated in the case of static detector array with a moving source where an MAE of 12.7° was observed for a 113 μCi Cs-137 source at an average distance of 350.0 cm away.
AbstractList This work defines directionality as the act of estimating a radiation source’s angular coordinate on the horizontal plane within a single measurement, usually up to a few seconds. This work develops a directionality algorithm for general use in wearable, closely packed detector arrays. The algorithm was demonstrated on three 2″×2″×4″ NaI(Tl) detectors. Directionality performance was quantitatively assessed by observing misclassification rates within the confusion matrices. These misclassification behaviors were condensed into a single number, the Mean Absolute Error (MAE), and a trend between directionality performance and uncollided gamma fluence is reported. The MAE was measured to be 8.2° using a 113.4 μCi Cs-137 source and 17.8° using a 34.6 μCi Co-60 source, where both sources were placed 172.4 cm away. Finally, this directionality algorithm was demonstrated in the case of static detector array with a moving source where an MAE of 12.7° was observed for a 113 μCi Cs-137 source at an average distance of 350.0 cm away.
ArticleNumber 164708
Author Wen, X.
Hayward, J.P.
Britt, C.
Qi, H.
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Keywords Directionality
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Maximum Likelihood Estimation
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StartPage 164708
SubjectTerms Detector array
Directionality
Maximum Likelihood Estimation
Radiation detection
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Title Directionality for wearable, closely packed radiation detector arrays
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