Efficient Real-Time Isotope Identification on SoC FPGA

Efficient Real-Time Isotope Identification on SoC FPGA

Efficient real-time isotope identification is a critical challenge in nuclear spectroscopy, with important applications such as radiation monitoring, nuclear waste management, and medical imaging. This work presents a novel approach for isotope classification using a System-on-Chip FPGA, integrating...

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Bibliographic Details
Main Authors: Katherine Guerrero-Morejón, José María Hinojo-Montero, Jorge Jiménez-Sánchez, Cristian Rocha-Jácome, Ramón González-Carvajal, Fernando Muñoz-Chavero
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Sensors
Subjects:
nuclear spectroscopy
isotope classification
principal component analysis
random forest
real-time processing
SoC FPGA
Online Access:https://www.mdpi.com/1424-8220/25/12/3758
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https://www.mdpi.com/1424-8220/25/12/3758

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