Radioactive Direction of Arrival Estimation Using Neural Networks Approach

Radioactive Direction of Arrival Estimation Using Neural Networks Approach

In this paper, we present a comprehensive investigation into improving Direction of Arrival (DOA) estimation for gamma-emitting isotopes using deep neural networks. The direction of arrival estimation is most valuable for Home Land Security (HLS) applications or increased safety in Decontamination a...

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Bibliographic Details
Main Authors: Salomon Yossi, Vax Eran, Osowizky Alon, Knafo Yakir, Ben David Nadav, Vilenchick Dan
Format: Article
Language:English
Published: EDP Sciences 2023-01-01
Series:EPJ Web of Conferences
Subjects:
radiation detection
direction of arrival (doa) estimation
convolution neural network (cnn)
reinforcement neural network (rnn)
localization of radiation sources
Online Access:https://www.epj-conferences.org/articles/epjconf/pdf/2023/14/epjconf_animma2023_10018.pdf

Internet

https://www.epj-conferences.org/articles/epjconf/pdf/2023/14/epjconf_animma2023_10018.pdf

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