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核磁共振波谱信号分析中的尺度缩放新算法 被引量:2
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作者 刘新卓 邓伶莉 +3 位作者 王婉兰 沈桂平 许晶晶 董继扬 《厦门大学学报(自然科学版)》 CAS CSCD 北大核心 2016年第4期564-569,共6页
尺度缩放(scaling)是代谢组学数据处理中的一个重要环节,其主要目的是增强后续多元统计模型的分析能力.但目前常用的尺度缩放方法大多将尺度缩放当成一个独立的数据处理步骤,而未考虑多元统计模型的需要,使得后续的多元统计模型难以达... 尺度缩放(scaling)是代谢组学数据处理中的一个重要环节,其主要目的是增强后续多元统计模型的分析能力.但目前常用的尺度缩放方法大多将尺度缩放当成一个独立的数据处理步骤,而未考虑多元统计模型的需要,使得后续的多元统计模型难以达到最优的分析能力.因此,提出一种模型自适应的数据尺度缩放算法,该算法将模型性能的代价函数写成变量缩放系数的一个函数,通过最大化代价函数来寻找最优的变量缩放系数.并且利用真实的核磁共振波谱数据对新方法进行评估,与单位方差法(unit variance,UV)、帕莱托法(Pareto)和变量稳定性法(variable stability,VAST)3种常用的尺度缩放方法进行比较.结果表明,新方法能够保留谱数据的结构信息,有效增强重要变量,抑制噪声和无关变量,提高模型的解释能力和预测能力. 展开更多
关键词 尺度缩放 磁共振 波谱信号 多元统计分析
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被动型氢钟波谱信号观测装置的设计
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作者 邵艳丽 张军海 林传富 《时间频率学报》 CSCD 2005年第1期1-6,共6页
简单介绍了被动型氢钟的量子系统,阐述了波谱信号观测装置的设计。该装置采用标准10MHz晶振产生被动型氢钟的微波激射信号(1.420406GHz),然后将该信号输入氢钟的脉泽振荡器中。脉泽振荡器输出的信号经过低噪声放大、两次混频及滤波后所... 简单介绍了被动型氢钟的量子系统,阐述了波谱信号观测装置的设计。该装置采用标准10MHz晶振产生被动型氢钟的微波激射信号(1.420406GHz),然后将该信号输入氢钟的脉泽振荡器中。脉泽振荡器输出的信号经过低噪声放大、两次混频及滤波后所得的谱线包含了量子系统的信息,通过分析最终的谱线即可得知量子系统的优劣。该装置已用于对两台被动型氢钟的测试,并根据测试结果对量子系统进行了改进。 展开更多
关键词 被动型氢钟 超精细能级跃迁 脉泽振荡器 量子系统 波谱信号
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根据声学信号波谱特性监控工作面突出危险程度
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作者 С.В.米勒尔 安志雄 《煤矿安全》 CAS 北大核心 1989年第9期29-33,共5页
文内列出了按照人造信号的振幅—振频特性监控煤层近工作面区突出危险程度的特点。指出:完全可用工作面工作机械在煤体内激发的信号做为人造信号。信息能力最强的煤层振幅—振频特性就是高频信号波谱的振幅与低频信号波谱振幅的比值。
关键词 声学信号波谱 工作面 突出危险监控
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Characteristics analysis of muzzle impulse noise based on wavelet energy spectrum
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作者 赖富文 张建宇 胡桂梅 《Journal of Measurement Science and Instrumentation》 CAS CSCD 2015年第2期142-146,共5页
Because muzzle impulse noise could cause damage to or have an intluence on the operator, tiae ettecnve protecnve measures should be taken. Therefore, correct analysis of impulse noise characteristics is very significa... Because muzzle impulse noise could cause damage to or have an intluence on the operator, tiae ettecnve protecnve measures should be taken. Therefore, correct analysis of impulse noise characteristics is very significant. Considering the shortcomings of fast Fourier transform method (FFT) in analysis of muzzle impulse noise frequency characteristics, wavelet energy spectrum method is put forward. Based on specific experiment data, the frequency characteristics and spectral energy dis tribution can be obtained. The experiment results show that wavelet energy spectrum method is applicable in muzzle impulse noise characteristic analysis. 展开更多
关键词 muzzle impulse noise wavelet transform energy spectrum signal processing
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基于文字特点的碎纸片拼接技术探究 被引量:4
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作者 王玉霞 夏望红 +1 位作者 林泓亮 肖响文 《电子测试》 2014年第3期44-47,共4页
碎纸拼接是二维碎片拼接的典型问题。本文根据2013年高教杯全国大学生数学建模竞赛B题中提到的"碎纸片拼接问题",针对碎纸片自动拼接,利用数学规划建模方法,建立碎纸片自动拼接的通用模型,以全局的匹配度为目标函数建立0-1规... 碎纸拼接是二维碎片拼接的典型问题。本文根据2013年高教杯全国大学生数学建模竞赛B题中提到的"碎纸片拼接问题",针对碎纸片自动拼接,利用数学规划建模方法,建立碎纸片自动拼接的通用模型,以全局的匹配度为目标函数建立0-1规划拼接优化模型,建立了以所有碎片上下左右四边匹配的通用模型,同时利用信号处理—波谱原理分析的方法来扫描每一张图片,构建出基于最短距离聚类分析的贪婪算法寻求最优拼接方案,并通过实际运算验证了本文所提出改进型算法的有效性。 展开更多
关键词 碎纸拼接 线性优化 聚类分析 信号处理-波谱原理分析
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A New Range Sidelobe Suppression Technique for Randomly Intermittent Spectra HF Radar Signal 被引量:2
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作者 张东坡 刘兴钊 《Journal of Shanghai Jiaotong university(Science)》 EI 2005年第2期112-116,共5页
The randomly intermittent spectra (RIS) signal is employed to combat spectrum congestion in radar and other radio services to evade the external interferences in high-frequency (HF) and ultrahigh-frequency (UHF) bands... The randomly intermittent spectra (RIS) signal is employed to combat spectrum congestion in radar and other radio services to evade the external interferences in high-frequency (HF) and ultrahigh-frequency (UHF) bands. However, the spectra discontinuity of the signal gets rise to high range sidelobes when matching the reflected echo, which is much more difficult for targets detection. So it is indispensable to investigate the technique for sidelobes suppression of the range profile when RIS signal is utilized, This paper introduced a new processing technique based on time domain filtering to lower the range sidelobes. A robust and effetive algorithm is adopted to solve the coefficients of the filter, and the restriction on the desired response of the filter is derived. The simulation results show that the peak range sidelobe can be reduced to -27 dB from -9.5 dB while the frequency band span (FBS) is 200 kHz. 展开更多
关键词 range sidelobe suppression time domain filtering signal processing randomly intermittent spectra
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Broadband underwater target echo detection based on signal spectral irregularity feature
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作者 Chen Yunfei Li Sheng +2 位作者 Jia Bing Wang Zhenshan Li Guijuan 《Journal of Southeast University(English Edition)》 EI CAS 2018年第2期147-155,共9页
For the detection of underwater target echo under strong interferences,the modulation feature of direct echo signal and reverberation spectrum are characterized by the signal spectral irregularity feature,and the rela... For the detection of underwater target echo under strong interferences,the modulation feature of direct echo signal and reverberation spectrum are characterized by the signal spectral irregularity feature,and the relationship between signal spectral irregularity and target physical properties is theoretically formed.A novel method of broadband underwater target echo detection under reverberation based on the signal spectral irregularity characteristics is proposed.The proposed method has the capability of discriminating between the direct target echo signal from reverberation.Simulation results of complex underwater target broadband acoustic scattering show that the echo can be detected even with the signal to reverberation ratio(SRR)below-10 dB by the proposed method based on the spectral irregularity(SI)feature.The corresponding sea experimental results also show that echo can be detected when the SRR is below 0 dB.The effectiveness and correctness of the proposed method are verified both in simulated data and in real data in sea experiment. 展开更多
关键词 ECHO REVERBERATION signal spectral irregularity
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Application of Wavelet Packet Energy Spectrum to Extract the Feature of the Pulse Signal 被引量:2
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作者 曹佃国 武玉强 +1 位作者 石学文 王鹏 《Journal of Measurement Science and Instrumentation》 CAS 2010年第3期304-306,共3页
The wavelet packet is presented as a new kind of multiscale analysis technique followed by Wavelet analysis. The fundamental and realization arithmetic of the wavelet packet analysis method are described in this paper... The wavelet packet is presented as a new kind of multiscale analysis technique followed by Wavelet analysis. The fundamental and realization arithmetic of the wavelet packet analysis method are described in this paper. A new application approach of the wavelet packed method to extract the feature of the pulse signal from energy distributing angle is expatiated. It is convenient for the microchip to process and judge by using the wavelet packet analysis method to make the pulse signals quantized and analyzed. Kinds of experiments are simulated in the lab, and the experiments prove that it is a convenient and accurate method to extract the feature of the pulse signal based on wavelet packed-energy spectrumanalysis. 展开更多
关键词 wavelet packed energy spectrum pulse signal
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Dynamics of Meandering Spiral Waves Driven by Two-Point Feedback 被引量:1
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作者 袁国勇 《Communications in Theoretical Physics》 SCIE CAS CSCD 2011年第9期467-475,共9页
We numerically study the dynamics of meandering spiral waves in the excitable system subjected to a feedback signal coming from two measuring points located on a straight line together with the initial spiral core. Th... We numerically study the dynamics of meandering spiral waves in the excitable system subjected to a feedback signal coming from two measuring points located on a straight line together with the initial spiral core. The core location and size radius of the final attractors are computed, and they change with the position of the moving measuring point in a unique way. By the Fourier Spectral analysis, we find the frequency-locked behaviors different from the driving scheme of the external periodic force. It when the moving measuring point approaches closely is also found that the meandering spiral wave can be eliminated the boundary and its feedback gain is large enough. This offers an effective and convenient method for eliminating meandering spiral waves. 展开更多
关键词 spiral wave frequency-locking FEEDBACK
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Phase Spectral Analysis of EEG Signals
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作者 YOURong-yi CHENZhong 《Chinese Journal of Biomedical Engineering(English Edition)》 2004年第3期126-133,共8页
A new method of phase spectral analysis of EEG is proposed for the comparative analysis of phase spectra between normal EEG and epileptic EEG signals based on the wavelet decomposition technique. By using multiscale w... A new method of phase spectral analysis of EEG is proposed for the comparative analysis of phase spectra between normal EEG and epileptic EEG signals based on the wavelet decomposition technique. By using multiscale wavelet decomposition,the original EEGs are mapped to an orthogonal wavelet space,such that the variations of phase can be observed at multiscale. It is found that the phase (and phase difference) spectra of normal EEGs are distinct from that of epileptic EEGs. That is the variations of phase (and phase difference) of normal EEGs have a distinct periodic pattern with the electrical activity proceeds in the brain,but do not the epileptic EEGs. For epileptic EEGs,only at those transient points,the phase variations are obvious. In order to verify these results with the observational data,the phase variations of EEGs in principal component space are observed and found that,the features of phase spectra is in correspondence with that the wavelet space. These results make it possible to view the behavior of EEG rhythms as a dynamic spectrum. 展开更多
关键词 Phase spectral analysis Electroencephalogram (EEG) Wavelet decomposition Principal component analysis
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