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 in | Nuclear instruments & methods in physics research. Section A, Accelerators, spectrometers, detectors and associated equipment Vol. 986; no. C; p. 164708 |
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| Main Authors | , , , |
| Format | Journal Article |
| Language | English |
| Published |
Netherlands
Elsevier B.V
11.01.2021
Elsevier |
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| Online Access | Get full text |
| ISSN | 0168-9002 1872-9576 1872-9576 |
| DOI | 10.1016/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. |
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| 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. |
| Author_xml | – sequence: 1 givenname: C. surname: Britt fullname: Britt, C. email: cbritt2@vols.utk.edu organization: University of Tennessee, Department of Nuclear Engineering, 1412 Circle Dr., Knoxville, TN 37996-1410, United States of America – sequence: 2 givenname: X. surname: Wen fullname: Wen, X. organization: University of Tennessee, Department of Nuclear Engineering, 1412 Circle Dr., Knoxville, TN 37996-1410, United States of America – sequence: 3 givenname: H. surname: Qi fullname: Qi, H. organization: University of Tennessee, Department of Electrical Engineering and Computer Science, 1520 Middle Dr, Knoxville, TN 37996, United States of America – sequence: 4 givenname: J.P. surname: Hayward fullname: Hayward, J.P. organization: University of Tennessee, Department of Nuclear Engineering, 1412 Circle Dr., Knoxville, TN 37996-1410, United States of America |
| BackLink | https://www.osti.gov/biblio/1776939$$D View this record in Osti.gov |
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| CitedBy_id | crossref_primary_10_1016_j_nima_2023_168129 crossref_primary_10_1016_j_nima_2022_166985 crossref_primary_10_1016_j_nima_2022_167067 crossref_primary_10_1016_j_nima_2021_165304 crossref_primary_10_1109_TNS_2022_3186831 |
| Cites_doi | 10.1016/j.apradiso.2008.11.007 10.1109/TNS.2011.2165558 10.1016/j.nima.2015.01.025 10.1016/j.nima.2015.01.038 10.1016/j.nima.2017.07.020 10.1016/j.nima.2014.08.033 10.1016/j.radphyschem.2018.06.024 10.13182/NT11-A12303 10.1007/BF01891203 |
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| 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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