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Design of Gamma Spectrum Data Acquisition and Processing System Based on ARM / DSP 被引量:1
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作者 Jian-Feng He Fang Fang +1 位作者 Yue-Shun He Bin Tang 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2013年第2期27-32,共6页
Research for detecting or obtaining radionuclide by gamma energy spectrum data acquisition and process system is one of the key issues about intelligent measurement of gamma-ray spectrum. For this reason, a software a... Research for detecting or obtaining radionuclide by gamma energy spectrum data acquisition and process system is one of the key issues about intelligent measurement of gamma-ray spectrum. For this reason, a software and hardware implementation schematic design based on ARM ( Advanced RISC Machines) + DSP ( Digital Signal Processor) architecture for gamma energy spectrum data acquisition and processing system is proposed. The paper discusses in detail some key technologies such as communication interface design between microcontroller ARM and digital signal processor DSP,distribution scheduling under multi-task in the ARM-Linux,DSP handling procedures for multi-channel A / D high-speed sample. At the same time,because the traditional Gaussian fitting to determine the boundary of peak is not ideal,it puts forward a weighting factor of Gaussian function least squares fitting realize boundary determined. Finally gamma-spectrum data from sodium iodide NaI( TI) scintillation detector is tested and processed in the new system. The results show that gamma energy spectrum data acquisition and process system is perfect functionality, stable and convergence in unimodal. Compared with data from conventional energy spectrometers,the system can keep better energy resolution in a wide range of pulse pass rate. 展开更多
关键词 GAMMA spectrum data ACQUISITION and processing ARM + DSP architecture ARM-LINUX energy SPECTROMETERS
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IR Spectrum Data Bank System
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作者 Xie Dilin 《合成化学》 CAS CSCD 2004年第z1期155-155,共1页
关键词 IR spectrum data bank SEARCH
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Design of interference-imaging spectrum data transmission Card Based on PCI Bus
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作者 Ma, Dongmei Gao,Wei Wang,Xinfeng 《微计算机信息》 北大核心 2005年第08Z期122-123,共2页
Take the interference- imaging spectrometer for exam-ple, the paper analyses the characters of the spectrum- formingsignals and their timing sequence. Then inspects the key tech-nology in the interference - imaging sp... Take the interference- imaging spectrometer for exam-ple, the paper analyses the characters of the spectrum- formingsignals and their timing sequence. Then inspects the key tech-nology in the interference - imaging spectrum data transmissionsystem, and indicates a design for the system- - which is basedon computer PCI bus with CPLD technique imbedded. The sys-tem’ s circuitry and function are also presented. 展开更多
关键词 光谱 干涉现象 数据传输 时间序列
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Implementing a multispecies size-spectrum model in a datapoor ecosystem 被引量:5
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作者 ZHANG Chongliang CHEN Yong +1 位作者 THOMPSON Katherine REN Yiping 《Acta Oceanologica Sinica》 SCIE CAS CSCD 2016年第4期63-73,共11页
Multispecies ecological models have been used for predicting the effects of fishing activity and evaluating the performance of management strategies. Size-spectrum models are one type of physiologically-structured eco... Multispecies ecological models have been used for predicting the effects of fishing activity and evaluating the performance of management strategies. Size-spectrum models are one type of physiologically-structured ecological model that provide a feasible approach to describing fish communities in terms of individual dietary variation and ontogenetic niche shift. Despite the potential of ecological models in improving our understanding of ecosystems, their application is usually limited for data-poor fisheries. As a first step in implementing ecosystem-based fisheries management(EBFM), this study built a size-spectrum model for the fish community in the Haizhou Bay, China. We describe data collection procedures and model parameterization to facilitate the implementation of such size-spectrum models for future studies of data-poor ecosystems. The effects of fishing on the ecosystem were exemplified with a range of fishing effort and were monitored with a set of ecological indicators. Total community biomass, biodiversity index, W-statistic, LFI(Large fish index), Mean W(mean body weight) and Slope(slope of community size spectra) showed a strong non-linear pattern in response to fishing pressure, and largest fishing effort did not generate the most drastic responses in certain scenarios. We emphasize the value and feasibility of developing size-spectrum models to capture ecological dynamics and suggest limitations as well as potential for model improvement. This study aims to promote a wide use of this type of model in support of EBFM. 展开更多
关键词 size-spectrum model trophic interaction data-poor model parameterization Haizhou Bay
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Algorithm of emissivity spectrum and temperature separation based on TASI data 被引量:1
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作者 YANGHang ZHANGLifu +2 位作者 ZHANGXuewen FANGConghui TONGQingxi 《遥感学报》 EI CSCD 北大核心 2011年第6期1242-1254,共13页
建立了适合于TASI的热红外高光谱发射率的经验关系,以此修正了分离方法(TES)中的MMD模型,在对温度和发射率进行精度评价的基础上,将反演结果应用于城市地表温度的日较差分析。结果表明:(1)反演的温度与实测温度的平均绝对误差为1.8K,平... 建立了适合于TASI的热红外高光谱发射率的经验关系,以此修正了分离方法(TES)中的MMD模型,在对温度和发射率进行精度评价的基础上,将反演结果应用于城市地表温度的日较差分析。结果表明:(1)反演的温度与实测温度的平均绝对误差为1.8K,平均相对误差为0.59%;(2)地面实测宽波段发射率与反演发射率的平均差值为0.036,差值的标准差为0.032;(3)同种地物的发射率曲线的反演结果与实验室测量发射率曲线的波形是一致的;(4)温度日较差分析结果是合理的。因此,本文的反演精度能满足研究需求,将该方法应用于TASI数据的温度与发射率的分离是可行的。 展开更多
关键词 遥感技术 应用 理论 图像处理
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Inter-Data Commonality Detection for Spectrum Monitoring in Wireless Sensor Networks
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作者 Zhijuan Hu Danyang Wang +1 位作者 Chenxi Li Tingting Wang 《China Communications》 SCIE CSCD 2020年第2期54-65,共12页
Cooperative spectrum monitoring with multiple sensors has been deemed as an efficient mechanism for improving the monitoring accuracy and enlarging the monitoring area in wireless sensor networks.However,there exists ... Cooperative spectrum monitoring with multiple sensors has been deemed as an efficient mechanism for improving the monitoring accuracy and enlarging the monitoring area in wireless sensor networks.However,there exists redundancy among the spectrum data collected by a sensor node within a data collection period,which may reduce the data uploading efficiency.In this paper,we investigate the inter-data commonality detection which describes how much two data have in common.We define common segment set and divide it into six categories firstly,then a method to measure a common segment set is conducted by extracting commonality between two files.Moreover,the existing algorithms fail in finding a good common segment set,so Common Data Measurement(CDM)algorithm that can identify a good common segment set based on inter-data commonality detection is proposed.Theoretical analysis proves that CDM algorithm achieves a good measurement for the commonality between two strings.In addition,we conduct an synthetic dataset which are produced randomly.Numerical results shows that CDM algorithm can get better performance in measuring commonality between two binary files compared with Greedy-String-Tiling(GST)algorithm and simple greedy algorithm. 展开更多
关键词 spectrum monitoring wireless sensor network inter-data commonality detection MEASUREMENT CDM algorithm
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Improved interpolation method based on singular spectrum analysis iteration and its application to missing data recovery
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作者 王辉赞 张韧 +2 位作者 刘巍 王桂华 金宝刚 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 2008年第10期1351-1361,共11页
A novel interval quartering algorithm (IQA) is proposed to overcome insufficiency of the conventional singular spectrum analysis (SSA) iterative interpolation for selecting parameters including the number of the p... A novel interval quartering algorithm (IQA) is proposed to overcome insufficiency of the conventional singular spectrum analysis (SSA) iterative interpolation for selecting parameters including the number of the principal components and the embedding dimension. Based on the improved SSA iterative interpolation, interpolated test and comparative analysis are carried out to the outgoing longwave radiation daily data. The results show that IQA can find globally optimal parameters to the error curve with local oscillation, and has advantage of fast computing speed. The improved interpolation method is effective in the interpolation of missing data. 展开更多
关键词 singular spectrum analysis outgoing longwave radiation interpolation of missing data interval quartering algorithm
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一种基于信誉值多分类与在线学习的安全频谱感知策略
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作者 谢松霖 顾志豪 +2 位作者 王全全 胡海峰 吴城坤 《电讯技术》 北大核心 2026年第2期183-190,共8页
针对频谱感知数据伪造(Spectrum Sensing Data Falsification,SSDF)攻击导致协作频谱感知性能下降的问题,提出了一种基于信誉值多分类与在线学习的安全频谱感知策略。首先提取次用户(Secondary User,SU)上传信号的平均能量差与平均幅度... 针对频谱感知数据伪造(Spectrum Sensing Data Falsification,SSDF)攻击导致协作频谱感知性能下降的问题,提出了一种基于信誉值多分类与在线学习的安全频谱感知策略。首先提取次用户(Secondary User,SU)上传信号的平均能量差与平均幅度差,训练恶意次用户(Malicious Secondary User,MSU)识别模型。再通过MSU识别模型的历史判别结果,计算各SU的信誉值,然后依据信誉值将SU分为正常次用户与MSU两种,并将MSU进一步分为偶尔、时常与频繁攻击3类,针对不同种类采取相应的处理提取其上传信号的特征值,更为充分地训练主用户(Primary User,PU)状态判决模型,提升抗SSDF攻击的能力。最后,使用在线学习完成对各SU信誉值、MSU识别模型、PU状态判决模型的实时更新,并限制训练集的最大长度,来及时调整MSU的种类,提升对隐蔽性更强的潜伏性攻击的防御能力。仿真结果表明,在面对潜伏性攻击时,该方法的检测概率最高可达84.43%,具有更好的抗SSDF攻击能力。 展开更多
关键词 协作频谱感知 频谱感知数据伪造(SSDF) 信誉值 在线学习
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Research on Comparison and Evaluation Studies of Several Smoothing Denoising Method Based on γ-ray Spectrum Detector 被引量:1
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作者 Jian-Feng He Fang Fang +2 位作者 Yao-Zong Yang Yue-Shun He Bin Tang 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2013年第2期7-11,共5页
The extraction of spectral parameters is very difficult because of the limited energy resolution for NaI (TI) gamma-ray detectors. For statistical fluctuation of radioactivity under complex environment, some smoothi... The extraction of spectral parameters is very difficult because of the limited energy resolution for NaI (TI) gamma-ray detectors. For statistical fluctuation of radioactivity under complex environment, some smoothing filtering methods are proposed to solve the problem. These methods include adopting method of arithmetic moving average, center of gravity, least squares of polynomial, slide converter of discrete funcion convolution etc. The process of spectrum data is realized, and the results are assessed in H/FWHM( Peak High/Full Width at Half Maximum) and peak area based on the Matlab programming. The results indicate that different methods smoothed spectrum have respective superiority in different ergoregion, but the Gaussian function theory in discrete function convolution slide method is used to filter the complex y-spectrum on Embedded system nlatform, and the statistical fluctuation of y-snectrum filtered wall. 展开更多
关键词 T-spectrum data-processing smoothing denoising method comparison and evaluation matlabprogramming
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2018—2023年上海市松江区其他感染性腹泻流行特征及病原学分析
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作者 潘昌慧 费华圆 +2 位作者 朱寅峰 王琴 吕锡宏 《中国初级卫生保健》 2026年第1期60-62,共3页
目的:对2018—2023年上海市松江区其他感染性腹泻病流行特征及病原学进行分析,为现行防控本地腹泻病提供数据支撑。方法:从中国疾病系统中收集2018—2023年上海市松江区其他感染性腹泻病的相关资料,运用描述性流行病学方法进行统计分析... 目的:对2018—2023年上海市松江区其他感染性腹泻病流行特征及病原学进行分析,为现行防控本地腹泻病提供数据支撑。方法:从中国疾病系统中收集2018—2023年上海市松江区其他感染性腹泻病的相关资料,运用描述性流行病学方法进行统计分析。结果:2018—2023年松江区共有其他感染性腹泻病例3366例,年均发病率为29.25/10万,发病率整体呈下降趋势(χ^(2)=675.44,P<0.01);呈现季节性发病特点,冬春季以病毒感染为主,夏秋以细菌感染常见;病原谱中轮状病毒(35.0%)、沙门菌(20.0%)占比较高。男性的发病率略高于女性,6岁以下儿童是高发人群(49.5%)。职业分布上,以散居儿童、学校、托幼儿童为主,城区街道发病率较高,各街镇年均发病率差异有统计学意义(χ^(2)=300.38,P<0.01)。结论:2018—2023年松江区其他感染性腹泻疫情总体呈下降趋势,有季节高发性和地区高发现象,0~6岁儿童是易感人群。建议针对重点人群和地区强化健康宣教,提高病原学监测上报的完整性,以降低发病率。 展开更多
关键词 其他感染性腹泻 三间分布 病原学分析 流行特征
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一种电磁频谱信号检测智能化门限设计方法
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作者 胡超 《电讯技术》 北大核心 2026年第1期65-70,共6页
针对复杂电磁环境下传统信号检测阈值设定方法存在的设定困难、适应性差、误检/漏检率高以及弱信号检测难度大等问题,提出了一种电磁频谱信号检测的智能化门限阈值设计方法。利用深度强化学习构建决策智能体,实现对一维电磁频谱的自主认... 针对复杂电磁环境下传统信号检测阈值设定方法存在的设定困难、适应性差、误检/漏检率高以及弱信号检测难度大等问题,提出了一种电磁频谱信号检测的智能化门限阈值设计方法。利用深度强化学习构建决策智能体,实现对一维电磁频谱的自主认知,智能地以分段方式提供自适应的信号检测门限阈值,实现信号检测率91.9%,弱信号(信噪比小于等于5 dB)检测率提升1.8%的效果。该技术可自动化实现前端侦测装备对电磁信号的自主检测,整个过程无需人工参与,已在无人自主信号检测的实际项目中进行了测试,各项指标均满足实际工程应用的要求。 展开更多
关键词 信号检测 宽带频谱数据 自适应门限值 决策智能体
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技术项目的情报事实谱系构建研究
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作者 鞠孜涵 王延飞 +1 位作者 王冰琪 李国俊 《情报理论与实践》 北大核心 2026年第2期1-8,37,共9页
[目的/意义]解决决策过程中信息不完备的问题,始终是情报工作的中心任务。基于情报事实谱系,提供技术项目预见,是应对不确定性的核心关切。[方法/过程]探讨情报事实谱系构建的必要性及构建原则。从谱系架构设计、情报事实的扫描评估、... [目的/意义]解决决策过程中信息不完备的问题,始终是情报工作的中心任务。基于情报事实谱系,提供技术项目预见,是应对不确定性的核心关切。[方法/过程]探讨情报事实谱系构建的必要性及构建原则。从谱系架构设计、情报事实的扫描评估、摹因制作、摹因著录4个方面,详细阐述情报事实谱系构建的具体方法,并展示摹因刻画的结果。[结果/结论]情报研究重视在事实基础上的分析,按照情报任务要求建立情报事实谱系,是时代赋予情报机构和情报人的重要责任。 展开更多
关键词 情报事实 摹因 情报事实谱系 情报刻画
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基于M元扩频的循环码移位键控短数据帧检测研究
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作者 王颢 窦高奇 +1 位作者 修梦雷 王臻 《系统工程与电子技术》 北大核心 2026年第1期372-379,共8页
针对大规模物联网短数据包帧结构中前导码开销过大的问题,提出了一种无前导码检测方法。该方法基于循环码移位键控的M元扩频和非二进制低密度奇偶校验码结合的短数据包,提出了该短数据包系统的盲检测算法的理论表达式,并通过蒙特卡罗仿... 针对大规模物联网短数据包帧结构中前导码开销过大的问题,提出了一种无前导码检测方法。该方法基于循环码移位键控的M元扩频和非二进制低密度奇偶校验码结合的短数据包,提出了该短数据包系统的盲检测算法的理论表达式,并通过蒙特卡罗仿真验证理论模型推导的正确性,并进行不同参数下的性能仿真。结果表明所提出的盲检测算法可以有效对抗时间偏移和频率偏移影响,在非常低的信噪比下实现可靠检测,并可根据应用场景灵活选择M元扩频阶数以实现携带信息量与检测性能的均衡。 展开更多
关键词 低功耗广域网 短数据包 M元扩频 循环码移位键控 盲检测
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Target tracking based on frequency spectrum amplitude 被引量:1
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作者 Guo Huidong Zhang Xinhua Xia Zhijun 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2006年第3期473-476,共4页
The amplitude of frequency spectrum can he integrated with prohabilisfic data association (PDA) to distinguish the target with clutter echoes, especially in low SNR underwater environment. A new target-tracking algo... The amplitude of frequency spectrum can he integrated with prohabilisfic data association (PDA) to distinguish the target with clutter echoes, especially in low SNR underwater environment. A new target-tracking algorithm is presented which adopts the amplitude of frequency spectrum to improve target tracking in clutter. The prohabilisfic density distribution of frequency spectrum amplitude is analyzed. By simulation, the results show that the algorithm is superior to PDA. This approach enhances stability for the association probability and increases the performance of target tracking. 展开更多
关键词 target tracking AMPLITUDE frequency spectrum probabilistic data association.
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电力行业多制式无线通信标准化研究
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作者 王颖舒 韦倩 +5 位作者 刘康 何肖蒙 袁舒 李易 刘旭 张军 《信息技术与标准化》 2026年第1期85-90,共6页
为促进多制式无线通信技术在电力行业发电、输电、变电、配电、用电等环节的广泛应用,介绍了国际与国内标准化进展,分析了电力行业多制式无线通信融合的标准化挑战,并给出可行的标准化路径。在此基础上,提出适应电力行业需求的分层标准... 为促进多制式无线通信技术在电力行业发电、输电、变电、配电、用电等环节的广泛应用,介绍了国际与国内标准化进展,分析了电力行业多制式无线通信融合的标准化挑战,并给出可行的标准化路径。在此基础上,提出适应电力行业需求的分层标准体系架构,涵盖基础通用要求、核心技术与设备要求、网络与业务共性要求、业务应用与系统集成、测试认证与运维管理等要素,展望了电力行业多制式无线通信标准化架构的演进路线。该体系架构为电力行业多制式无线通信标准化提供了系统性解决方案,助力新型电力系统通信网络的规范化与高效化发展。 展开更多
关键词 多制式无线通信 标准化 分层架构 数据模型 信息交换 频谱共享 异构融合通信
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A DATA ACQUISITION SYSTEM FOR ACCELERATOR MASS SPECTROMETRY
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作者 张如菊 刘洪涛 +1 位作者 郭之虞 李坤 《Nuclear Science and Techniques》 SCIE CAS CSCD 1990年第3期149-155,共7页
A single and dual parameter data acquisition, ion beam measurements and control system for accelerator mass spectrometry is described. The system hardware has been constructed with the advantage of the lower cost and ... A single and dual parameter data acquisition, ion beam measurements and control system for accelerator mass spectrometry is described. The system hardware has been constructed with the advantage of the lower cost and higher reliability. It is provided with varieties of functions such as selecting acquisition mode carrying out the multiple display, analyzing data and especially viewing isometric spectrum at different directions. It can also be used for ordinary nuclear spectrum system. 展开更多
关键词 ACCELERATOR mass SPECTROMETRY (AMS) Single and dual parameter data ACQUISITION Nuclear spectrum ISOMETRIC display data analysis
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A Diffusion-Based Distributed Collaborative Energy Detection Algorithm for Spectrum Sensing in Cognitive Radio 被引量:1
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作者 Junfang Li Wenxiao Chen +1 位作者 Shaoli Kang Yongming Guo 《Communications and Network》 2013年第3期276-279,共4页
Spectrum sensing is one of the most important steps in cognitive radio. In this paper, a new fully-distributed collaborative energy detection algorithm based on diffusion cooperation scheme and consensus filtering the... Spectrum sensing is one of the most important steps in cognitive radio. In this paper, a new fully-distributed collaborative energy detection algorithm based on diffusion cooperation scheme and consensus filtering theory is proposed, which doesn’t need the center node to fuse the detection results of all users. The secondary users only exchange information with their neighbors to obtain the detection data, and then make the corresponding decisions independently according to the pre-defined threshold. Simulations show that the proposed algorithm is more superior to the existing centralized collaborative energy detection algorithm in terms of the detecting performance and robustness in the insecurity situation. 展开更多
关键词 COLLABORATIVE Energy Detection data DIFFUSION COGNITIVE RADIO spectrum Sensing
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Benchmarking of JEFF-3.2, FENDL-3.0 and TENDL-2014 evaluated data for tungsten with 14.8 MeV neutrons 被引量:5
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作者 Suyalatu Zhang Yang-Bo Nie +6 位作者 Jie Ren Fei Luo Xi-Chao Ruan Zhi-Qiang Chen Rui Han Temuerbagen Bao Si-Miao Ge 《Nuclear Science and Techniques》 SCIE CAS CSCD 2017年第3期1-6,共6页
Integral experiments on tungsten slab samples were carried out on the D-T neutron source facility at China Institute of Atomic Energy. Leakage neutron spectra from the irradiated tungsten target were measured by the t... Integral experiments on tungsten slab samples were carried out on the D-T neutron source facility at China Institute of Atomic Energy. Leakage neutron spectra from the irradiated tungsten target were measured by the time-of-flight technique. Accuracy of the nuclear data for tungsten was examined by comparing the measured neutron spectra with the leakage neutron spectra simulated using the MCNP-4C code with evaluated nuclear data of the JEFF-3.2, FENDL-3.0 and TENDL-2014 libraries. The results show that the calculations with JEFF-3.2 agree well with the measurements in the whole energy range and all angles, whereas the spectra calculated with FENDL-3.0 and TENDL-2014 have some discrepancies with the experimental data. 展开更多
关键词 Integral experiment D-T NEUTRON source TIME-OF-FLIGHT technique Leakage NEUTRON spectrum Monte Carlo simulation Evaluated nuclear data
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基于近红外光谱的废旧塑料材质识别研究 被引量:2
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作者 彭斌彬 张潮 +1 位作者 郭亚坤 吴英琦 《激光杂志》 北大核心 2025年第2期210-217,共8页
针对废旧塑料回收处理量大且种类繁多,难以快速无损分类识别的难题,提出基于近红外光谱技术的塑料材质识别方法。使用红外光谱仪采集了聚对苯二甲酸乙二醇酯(PET)、聚乙烯(PE)、尼龙(PA)、聚碳酸酯(PC)、聚丙烯(PP)、聚苯乙烯(PS)、丙烯... 针对废旧塑料回收处理量大且种类繁多,难以快速无损分类识别的难题,提出基于近红外光谱技术的塑料材质识别方法。使用红外光谱仪采集了聚对苯二甲酸乙二醇酯(PET)、聚乙烯(PE)、尼龙(PA)、聚碳酸酯(PC)、聚丙烯(PP)、聚苯乙烯(PS)、丙烯腈-丁二烯-苯乙烯(ABS)、聚甲醛(POM)八种塑料的近红外光谱数据,采用Savitzky-Golay卷积平滑和标准正态变量变换进行数据预处理,分别运用无监督学习的主成分分析与有监督学习的线性判别分析进行光谱数据降维,将光谱数据维度从334维降至10维和7维,最后结合马氏距离判别建立塑料材质识别模型。实验结果表明:结合S-G平滑和SNV的预处理有效提高了识别准确率;对预处理数据的验证集进行降维后,两种降维方法的识别准确率分别达到了95.24%和100%。这两种方法可为多种废旧塑料材质识别研究提供参考。 展开更多
关键词 近红外光谱 塑料材质识别 数据预处理 主成分分析 线性判别分析 马氏距离
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Methods of Data Processing for Trace Elements Analysis Using Laser Induced Breakdown Spectroscopy
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作者 王锐 马晓红 +4 位作者 余琦 宋阳 赵华凤 张敏 廖延彪 《Plasma Science and Technology》 SCIE EI CAS CSCD 2015年第11期944-947,共4页
With the development of Laser Induced Breakdown Spectroscopy (LIBS), increasing numbers of researchers have begun to focus on problems of the application. We are not just satisfied with analyzing what kinds of eleme... With the development of Laser Induced Breakdown Spectroscopy (LIBS), increasing numbers of researchers have begun to focus on problems of the application. We are not just satisfied with analyzing what kinds of elements are in the samples but are also eager to accomplish quantitative detection with LIBS. There are several means to improve the limit of detection and stability, which are important to quantitative detection, especially of trace elements, increasing the laser energy and the resolution of spectrometer, using dual pulse setup, vacuuming the ablation environment etc. All of these methods are about to update the hardware system, which is effective but expensive. So we establish the following spectrum data processing methods to improve the trace elements analysis in this paper: spectrum sifting, noise filtering, and peak fitting. There are small algorithms in these three method groups, which we will introduce in detail. Finally, we discuss how these methods affect the results of trace elements detection in an experiment to analyze the lead content in Chinese cabbage. 展开更多
关键词 LIBS data processing limit of detection spectrum sift noise filtering peak fitting
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