Rapidly tracking the position of a radiation source using multiple radiation spectroscopy detectors with maximum likelihood position estimation

The location of a radiation source can be tracked by deriving the location from the number of measured radiation counts using multiple radiation spectroscopy detectors. However, this method we previously developed was found to produce errors as the area of radiation incident on the source and the radiation spectroscopy detector changed. In this study, a location tracking system using a radiation spectroscopy detector and maximum likelihood position estimation (MLPE) was developed to derive the exact location. The lookup table (LUT) of the MLPE was created through Geant4 Application of Tomographic Emission (GATE) simulation, and the experimental data were applied to the LUT created through simulation to estimate the location of the radiation source. As a result, the estimation was confirmed to be exceptionally accurate (97.07 ± 2.96 %). By applying the LUT created through simulation to the experiment, the LUT creation time was shortened and the convenience was improved. In addition, the measurement time could be shortened by using a radiation spectroscopy detector with excellent sensitivity as well as the ability to determine the location with excellent accuracy.

Authors

Institutions

Publication Details

Journal
Nuclear Engineering and Technology
Published
2025-04-29
DOI
https://doi.org/10.1016/j.net.2025.103671
Primary Topic
Medical Imaging Techniques and Applications
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Rapidly tracking the position of a radiation source using multiple radiation spectroscopy detectors with maximum likelihood position estimation

Hyundong Kim, Seung‐Jae Lee
1 links
Nuclear Engineering and Technology
Medical Imaging Techniques and Applications
article

Rapidly tracking the position of a radiation source using multiple radiation spectroscopy detectors with maximum likelihood position estimation

Hyundong Kim, Seung‐Jae Lee
article en

Abstract

The location of a radiation source can be tracked by deriving the location from the number of measured radiation counts using multiple radiation spectroscopy detectors. However, this method we previously developed was found to produce errors as the area of radiation incident on the source and the radiation spectroscopy detector changed. In this study, a location tracking system using a radiation spectroscopy detector and maximum likelihood position estimation (MLPE) was developed to derive the exact location. The lookup table (LUT) of the MLPE was created through Geant4 Application of Tomographic Emission (GATE) simulation, and the experimental data were applied to the LUT created through simulation to estimate the location of the radiation source. As a result, the estimation was confirmed to be exceptionally accurate (97.07 ± 2.96 %). By applying the LUT created through simulation to the experiment, the LUT creation time was shortened and the convenience was improved. In addition, the measurement time could be shortened by using a radiation spectroscopy detector with excellent sensitivity as well as the ability to determine the location with excellent accuracy.

Nuclear Engineering and TechnologyVol. 57(9)
Dongseo University (KR), Kangwon National University (KR)
Ministry of Education, National Research Foundation of Korea
Openalex Percentile: Top 86%
Medical Imaging Techniques and Applications
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.