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A real-time FPGA-based radiation noise suppression and detection method with comparative analysis against deep learning techniques

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成果类型:
期刊论文
作者:
Xu, Shoulong;Hou, Zhixiong;Wei, Cuiyue;Huang, Youjun;Zou, Shuliang;...
通讯作者:
Xu, SL
作者机构:
[Hou, Zhixiong; Xu, Shoulong; Wei, Cuiyue; Zou, Shuliang] Univ South China, Hengyang 421001, Hunan, Peoples R China.
[Huang, Youjun] Nucl Power Inst China, Chengdu 610041, Sichuan, Peoples R China.
[Li, Pengfei] China Inst Atom Energy, Beijing 102413, Peoples R China.
[Wei, Qingyang] Univ Sci & Technol Beijing, Beijing 100083, Peoples R China.
[Xu, SL] Univ South China, Sch Resource Environm & Safety Engn, 28 West Changsheng Rd, Hengyang 421001, Hunan, Peoples R China.
通讯机构:
[Xu, SL ] U
Univ South China, Sch Resource Environm & Safety Engn, 28 West Changsheng Rd, Hengyang 421001, Hunan, Peoples R China.
语种:
英文
关键词:
FPGA;Active pixel sensor (APS);Radiation noise suppression;Wavelet transform;Real-time detection;Deep learning comparison
期刊:
Expert Systems with Applications
ISSN:
0957-4174
年:
2026
卷:
295
页码:
128906
基金类别:
CRediT authorship contribution statement Shoulong Xu: Conceptualization, Methodology, Investigation, Resources, Writing – review & editing, acquisition. Zhixiong Hou: Software, Validation, Investigation, Writing – original draft. Cuiyue Wei: Writing – original draft, Project administration. Youjun Huang: Data curation, acquisition. Shuliang Zou: Supervision. Pengfei Li: Data curation. Qingyang Wei: Software. National Natural Science Foundation of China ( 11905102 ), General nuclear safety technology ( xxx080202 ), Natural Science Foundation of Hunan Province ( 2020JJ5499 ), and Education Department of Hunan Province ( 18B268 ).
机构署名:
本校为第一且通讯机构
摘要:
The safe operation of nuclear facilities and the demand for real-time radiation monitoring have continued to increase. Active Pixel Sensor based nuclear radiation imaging technology has attracted significant attention due to its low power consumption and high integration capability. However, in high-radiation environments, APS devices are susceptible to interference from high-energy particle impacts, generating random high-amplitude noise that severely degrades video quality and reduces dose rate measurement accuracy. To address this issue, this paper proposes a real-time radiation noise suppr...

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