A real-time neutron-gamma discriminator based on the support vector machine method for the time-of-flight neutron spectrometer

张伟; 吴彤宇; 郑博文; 李世平; 张轶泼; 阴泽杰

首页> 中文期刊> 《等离子体科学和技术：英文版》 >A real-time neutron-gamma discriminator based on the support vector machine method for the time-of-flight neutron spectrometer

A real-time neutron-gamma discriminator based on the support vector machine method for the time-of-flight neutron spectrometer

开具论文收录证明 >>

期刊封面封底目录下载 >>

文献代查 >>

页面导航

摘要
著录项
相关主题

摘要

A new neutron-gamma discriminator based on the support vector machine(SVM) method is proposed to improve the performance of the time-of-flight neutron spectrometer. The neutron detector is an EJ-299-33 plastic scintillator with pulse-shape discrimination(PSD) property. The SVM algorithm is implemented in field programmable gate array(FPGA) to carry out the real-time sifting of neutrons in neutron-gamma mixed radiation fields. This study compares the ability of the pulse gradient analysis method and the SVM method. The results show that this SVM discriminator can provide a better discrimination accuracy of 99.1%. The accuracy and performance of the SVM discriminator based on FPGA have been evaluated in the experiments. It can get a figure of merit of 1.30.

著录项

来源
《等离子体科学和技术：英文版》 |2018年第4期|170-175|共6页
作者
张伟; 吴彤宇; 郑博文; 李世平; 张轶泼; 阴泽杰;
展开▼
作者单位

State Key Laboratory of Particle Detection and Electronics;

University of Science and Technology ofChina;

Hefei 230026;

People's Republic of China;

Department of Modem Physics;

University of Science and Technology of China;

Hefei 230026;

People'sRepublic of China;

Southwestern Institute of Physics;

Chengdu 610041;

People's Republic of China;

展开▼
原文格式 PDF
正文语种 chi
中图分类原子能技术;
关键词
plasma; diagnosis; support; vector; machine; pulse-shape; discrimination; TOFspectrometer;

A real-time neutron-gamma discriminator based on the support vector machine method for the time-of-flight neutron spectrometer

摘要

著录项

相关主题

期刊订阅