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ANALYSIS FOR AIRCRAFT TAXIING AT VARIABLE VELOCITY ON UNEVENNESS RUNWAY BY THE POWER SPECTRAL DENSITY METHOD 被引量:3
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作者 聂宏 W.Kortuüm 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI 2000年第1期64-70,共7页
In this paper a novel approach for the analysis of non stationary response of aircraft landing gear taxiing over an unevenness runway at variable velocity is explored, which is based on the power spectral density met... In this paper a novel approach for the analysis of non stationary response of aircraft landing gear taxiing over an unevenness runway at variable velocity is explored, which is based on the power spectral density method. A concerned analytical landing gear model for simulating actual aircraft taxiing is formulated. The equivalent linearization results obtained by probabilistic method are inducted to treat landing gear non linear parameters such as shock absorber air spring force, hydraulic damping and Coulomb friction, tire stiffness and damping. The power spectral density for non stationary analysis is obtained via variable substitution and then Fourier transform. A representative response quantity, the overload of the aircraft gravity center, is analyzed. The frequency response function of the gravity overload is derived. The case study demonstrates that under the same reached velocity the root mean square of the gravity acceleration response from constant acceleration taxiing is smaller than that from constant velocity taxiing and the root mean square of the gravity acceleration response from lower acceleration taxiing is greater than that from higher acceleration. 展开更多
关键词 aircraft landing gear random vibration non stationary response power spectral density equivalent linearization
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ESTIMATION OF THE NUMBER OF CORRELATED SOURCES WITH COMMON FREQUENCIES BASED ON POWER SPECTRAL DENSITY 被引量:5
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作者 LI Ning SHI Tielin 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2007年第4期88-93,共6页
Blind source separation and estimation of the number of sources usually demand that the number of sensors should be greater than or equal to that of the sources,which,however,is very difficult to satisfy for the compl... Blind source separation and estimation of the number of sources usually demand that the number of sensors should be greater than or equal to that of the sources,which,however,is very difficult to satisfy for the complex systems.A new estimating method based on power spectral density(PSD)is presented.When the relation between the number of sensors and that of sources is unknown,the PSD matrix is first obtained by the ratio of PSD of the observation signals,and then the bound of the number of correlated sources with common frequencies can be estimated by comparing every column vector of PSD matrix.The effectiveness of the proposed method is verified by theoretical analysis and experiments,and the influence of noise on the estimation of number of source is simulated. 展开更多
关键词 Blind signal Number of sources power spectral density
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Orbital reference frame estimation with power spectral density constraints for drag-free satellites 被引量:1
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作者 Zhang Yonghe Wang Yamin +1 位作者 Mao Qingyun Liang Xuwen 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2016年第6期1721-1729,共9页
The drag-free satellites are widely used in the field of fundamental science as they enable the high-precision measurement in pure gravity fields. This paper investigates the estimation of local orbital reference fram... The drag-free satellites are widely used in the field of fundamental science as they enable the high-precision measurement in pure gravity fields. This paper investigates the estimation of local orbital reference frame(LORF) for drag-free satellites. An approach, taking account of the combination of the minimum estimation error and power spectral density(PSD) constraint in frequency domain, is proposed. Firstly, the relationship between eigenvalues of estimator and transfer function is built to analyze the suppression and amplification effect on input signals and obtain the eigenvalue range. Secondly, an optimization model for state estimator design with minimum estimation error in time domain and PSD constraint in frequency domain is established. It is solved by the sequential quadratic programming(SQP) algorithm. Finally, the orbital reference frame estimation of low-earth-orbit satellite is taken as an example, and the estimator of minimum variance with PSD constraint is designed and analyzed using the method proposed in this paper. 展开更多
关键词 Drag-free satellite Orbital reference frame power spectral density State estimation Transfer function
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Power spectral density analysis for nonlinear systems based on Volterra series 被引量:2
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作者 Penghui WU Yan ZHAO Xianghong XU 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI CSCD 2021年第12期1743-1758,共16页
A consequence of nonlinearities is a multi-harmonic response via a monoharmonic excitation.A similar phenomenon also exists in random vibration.The power spectral density(PSD)analysis of random vibration for nonlinear... A consequence of nonlinearities is a multi-harmonic response via a monoharmonic excitation.A similar phenomenon also exists in random vibration.The power spectral density(PSD)analysis of random vibration for nonlinear systems is studied in this paper.The analytical formulation of output PSD subject to the zero-mean Gaussian random load is deduced by using the Volterra series expansion and the conception of generalized frequency response function(GFRF).For a class of nonlinear systems,the growing exponential method is used to determine the first 3 rd-order GFRFs.The proposed approach is used to achieve the nonlinear system’s output PSD under a narrow-band stationary random input.The relationship between the peak of PSD and the parameters of the nonlinear system is discussed.By using the proposed method,the nonlinear characteristics of multi-band output via single-band input can be well predicted.The results reveal that changing nonlinear system parameters gives a one-of-a-kind change of the system’s output PSD.This paper provides a method for the research of random vibration prediction and control in real-world nonlinear systems. 展开更多
关键词 Volterra series nonlinear system generalized frequency response function(GFRF) power spectrum density(psd)
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Roughness evaluation of three-dimensional asphalt pavement based on two-dimensional power spectral density 被引量:2
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作者 Ding Zhike Xu Feiyun Zhao Xun 《Journal of Southeast University(English Edition)》 EI CAS 2022年第4期401-407,共7页
To solve the problem of the lack of comprehensive evaluation of three-dimensional(3D)asphalt pavement roughness,a method for evaluating the asphalt pavement roughness is proposed based on two-dimensional(2D)power spec... To solve the problem of the lack of comprehensive evaluation of three-dimensional(3D)asphalt pavement roughness,a method for evaluating the asphalt pavement roughness is proposed based on two-dimensional(2D)power spectral density(PSD).By calculating the 2D PSD of a 3D asphalt pavement and converting it into the longitudinal average asphalt pavement PSD,the relationship between the evaluation method of the 3D asphalt pavement roughness and the current evaluation standard of roughness is established.Combined with the road-fitting formula used in international standards,the elevation data of the A,B,C,and D grades of the 3D asphalt pavement are simulated by the harmonic superposition method.According to the proposed method,the longitudinal PSD of each level of simulated asphalt pavement is calculated and compared with the standard spectral line of each pavement level.This approach verifies the effectiveness of the proposed method in evaluating the roughness of the 3D asphalt pavement.Compared with the PSD of a certain horizontal profile elevation,it is verified that the fluctuation amplitude of the spectral line calculated by the proposed method is greatly improved.The results show that the proposed method can evaluate the roughness of asphalt pavements more comprehensively and accurately and has strong practicability. 展开更多
关键词 ROUGHNESS power spectral density three-dimensional asphalt pavement
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Four Years of Daily Photon Emissions That Have Predicted Major Earthquakes: Raw Data, Spectral Power Density Analyses and Implications for the Geosciences 被引量:1
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作者 Michael A. Persinger Brendan Lehman +1 位作者 Blake T. Dotta Ghislaine F. Lafreniere 《International Journal of Geosciences》 2015年第4期311-316,共6页
The daily median ground surface flux densities per day from a continuously operating photomultiplier tube unit for four years in Sudbury, Ontario are presented for December 2010 to December 2014. Increases of about 2 ... The daily median ground surface flux densities per day from a continuously operating photomultiplier tube unit for four years in Sudbury, Ontario are presented for December 2010 to December 2014. Increases of about 2 to 4 PMT units (1 unit = 5 × 10-11 W·m-2) for median daily measures reliably occurred about two weeks before M ≥ 7.7 earthquakes anywhere on the planet. The PMT units, until June 2014, usually returned to baseline within a few days after the events. There has been a slow positive drift in flux power density since about 2012 and a conspicuous maintained increase after May, 2014. The equivalent energy per day if it were represented isotropically within the volume occupied by the earth is the same order of magnitude as the average daily global total seismic energy release. Spectral power densities revealed enhanced peaks (periodicities) between 100 to 150 days, 60 days, 30 days, and 25 days. Discriminable peaks in power were noted around 18 days, 14 days, and 4 to 6 days. These results suggest that continuous measurement of photonemissions within hyper-dark conditions may reveal geophysical processes that precede larger seismic events and could reflect the movement of the earth-solar system around the galactic center. 展开更多
关键词 Background PHOTON Emissions Global SEISMICITY spectral power DENSITIES DAILY Measurements
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EVALUATION OF POWER SPECTRAL DENSITY OF PASSIVE INTERMODULATION DISTORTION IN HIGH-POWER COMMUNICATION SATELLITE SYSTEMS 被引量:1
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作者 ZhangShiquan GeDebiao 《Journal of Electronics(China)》 2005年第2期181-184,共4页
In order to analyze the deleterious effects of Passive InterModulation (PIM) on high power communication satellite systems, the basic concept of PIM is introduced, and an equation for the power spectral density of the... In order to analyze the deleterious effects of Passive InterModulation (PIM) on high power communication satellite systems, the basic concept of PIM is introduced, and an equation for the power spectral density of the n-th order PIM distortion insuch systems is derived by applying flat signal-power spectrum assumption and Fourier transform method. It is indicated that PIM level generally decreases with order and the lowest frequency receive channel in the receive band is the channel of most affected by PIM interference. 展开更多
关键词 Passive InterModulation(PIM) power spectral density Fourier transform Communication satellite
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The Wavefront Power Spectral Density Measurement of Aspheric Lens with Long Focal-Length Using a Computer-Generated Hologram 被引量:1
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作者 Xiaohong Wei Kaiyuan Xu Ang Liu 《Optics and Photonics Journal》 CAS 2022年第11期225-233,共9页
To ensure the performance of the optical system, the machining accuracy of lens with long focal lengths is required to ensure the image quality. A new method for lens transmission wavefront power spectral density (PSD... To ensure the performance of the optical system, the machining accuracy of lens with long focal lengths is required to ensure the image quality. A new method for lens transmission wavefront power spectral density (PSD) in mid-frequency domain measurement using binary phase computer-generated hologram (CGH) is presented. This technique is widely applicable and is particularly useful for measuring large-size lenses with long focal lengths. A comparison experiment of the CGH measurement with results from a Fizeau sphere interferometry method is carried out to verify the accuracy and convenience of the measurement. Furthermore, measurement uncertainty due to CGH fabrication process is analysed. Analysis of the CGH test showed the overall accuracy of less than 1 nm RMS for a sphere lens with over 30 m focal length and Φ410 mm clear aperture. CGH can provide reference spheres with high precision, in the meantime greatly shorten air space, thus reducing the effect of vibration and air turbulence, therefore is of great importance for lens transmission wavefront PSD measurement. The realization of high precision, high efficiency and nondestructive testing of long focal-lens wavefront PSD ensure the ultra-precision and certainty level of machining, hence improving the comprehensive performance of the optical system. 展开更多
关键词 power spectral density Measurement INTERFEROMETRY CGH
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The Changes of Heart Rate Power Spectral Density during Head-up Tilt Test
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作者 陈椿 张馥敏 +1 位作者 黄元铸 马文珠 《The Journal of Biomedical Research》 CAS 1998年第1期21-24,共4页
To study the role of autonomic nervous system in the period of developing syncope induced by head-up tilt test(HUT), we analysed the changes of heart rate power spectral density(HRPSD) in 50 patients with unexplained ... To study the role of autonomic nervous system in the period of developing syncope induced by head-up tilt test(HUT), we analysed the changes of heart rate power spectral density(HRPSD) in 50 patients with unexplained syncope, including 15 positive patients (Group 1) and 35 negative patients(Group 2), and 15 negative healthy persons(Group 3) in 5 minute periods before and after tilting and 5 minutes before the end of test. HRPSD and their changes in total(T), very low-frequence(VLF), low-frequence(LF), high-frequence(HF) and the ratio of low/high frequence(LF/HF) were similar (P>0.05) 5 minutes before and after tilting among three groups. Five minutes before the end of test, Group 1 had obvious increase of T, VLF, LF and LF/HF while Group 2 and 3 had not such significant changes. There was significant difference(P<0.01) compared Group 1 with Group 2, 3. The results showed that the abnormal regulatory function of autonomic nervous system played an important role in the mechanism of symcope induced by HUT, the positive group had abnormal increase of sympathetic tone and imbalance of sympathetic/parasympathetic neural tone before syncope appeared. 展开更多
关键词 head-up tilt test SYNCOPE heart rate power spectral density autonomic nervous system
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Nonlinear distortion analysis for multisine excitation constrained by power spectral density
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作者 ZHOU Kun-li QU Ji-feng ZHOU Zhen-yu 《Journal of Measurement Science and Instrumentation》 CAS CSCD 2016年第4期350-357,共8页
Nonlinear distortion introduced by an amplifier when subjected to a multisine excitation decreases the measurement accuracy in many metrological and measurement areas. In this paper, we performed qualitative and quant... Nonlinear distortion introduced by an amplifier when subjected to a multisine excitation decreases the measurement accuracy in many metrological and measurement areas. In this paper, we performed qualitative and quantitative analyses of the nonlinear distortion with the multisine excitations constrained by a constant power spectral density. We present the numerical results with respect to different tone spacings,nonlinear orders, harmonic phases and tone distributions. Moreover, three as-pects of contributions are made to further reveal the distortion mechanism. First, we find that the type Ⅱ components for Schr- oeder-phase multisines distribute uniformly but not all in anti-phase to the type I components for the second order nonlinearity. Second,we simulate the variance of the type I and Ⅱ components and their summation to explain the principle of reducing the type Ⅱ distortion by averaging the results obtained using multiple realizations of random-phase multisines. Third, we observe a special distortion distribution mechanism for the Schroeder-phase multisine excitation The results contribute to a better estima-tion and understanding of the nonlinear distortion. 展开更多
关键词 multisine excitation nonlinear distortion power spectral density type I and contributions
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Degradation of effective carrier-power-to-noise densityratio based on code trackingspectral sensitivitycoefficient for GNSS radio frequencycompatibilityin C band
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作者 刘美红 战兴群 牛满仓 《Journal of Beijing Institute of Technology》 EI CAS 2014年第3期413-419,共7页
The frequency band between 5 010 MHz and 5 030 MHz allocated as C band has been used as a candidate in the global navigation satellite systems (GNSS) along with more and more naviga- tion services in L band. The pot... The frequency band between 5 010 MHz and 5 030 MHz allocated as C band has been used as a candidate in the global navigation satellite systems (GNSS) along with more and more naviga- tion services in L band. The potential benefits and technical requirements of C band for satellite navi- gation have been analyzed before. However the degradation of effective carrier-power-to-noise densi- ty ratio( A (C/No )eu) based on code tracking spectral sensitivity coefficient( CT_SSC ) as a compati- bility assessment methodology for potential GNSS radio frequency compatibility in C-Band has not been discussed clearly. So the compatibility of the signals in the C band between BeiDou (BD) B1 C and GPS L1C, L1C/A, Galileo E1Os as the interoperability or classical signals in L band is analyzed. Simulation results reveal the interference degree between BD III B1C and GPS L1C/A, L1C, Galileo E1OS. The results can also reveal that the multiplexed binary offset carrier (MBOC) and binary phase shift keying (BPSK) modulation is not appropriate for C band. 展开更多
关键词 degradation of effective carrier-power-to-noise density ratio code tracking spectral sen-sitivity coefficient compatibility
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Porosity Evaluation and the Power Spectral Densities Analyses of Carbon-Nickel Composite Films Annealed at Different Temperatures
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作者 V.Dalouji S.M.Elahi +1 位作者 A.Ghaderi S.Solaymani 《Chinese Physics Letters》 SCIE CAS CSCD 2016年第8期96-99,共4页
The densification and the fractal dimensions of carbon-nickel films annealed at different temperatures 300, 500, 800, and 1000℃ with emphasis on porosity evaluation are investigated. For this purpose, the refractive... The densification and the fractal dimensions of carbon-nickel films annealed at different temperatures 300, 500, 800, and 1000℃ with emphasis on porosity evaluation are investigated. For this purpose, the refractive index of films is determined from transmittance spectra. Three different regimes are identified, T 〈 500℃, 500℃ 〈 T 〈 800℃ and T 〉 800℃. The Rutherford baekscattering spectra show that with increasing the annealing temperature, the concentration of nickel atoms into films decreases. It is shown that the effect of annealing temperatures for increasing films densification at T 〈 500℃ and T 〉 800℃ is greater than the effect of nickel concentrations. It is observed that the effect of decreasing nickel atoms into films at 500℃ 〈 T 〈 800℃ strongly causes improving porosity and decreasing densification. The fractal dimensions of carbon-nickel films annealed from 300 to 500℃ are increased, while from 500 to 1000℃ these characteristics are decreased. It can be seen that at 800℃, films have maximum values of porosity and roughness. 展开更多
关键词 of on it Ni Porosity Evaluation and the power spectral Densities Analyses of Carbon-Nickel Composite Films Annealed at Different Temperatures is that into
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Power Spectral Analysis of Orthogonal Pulse-Based TH-UWB Signals
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作者 Sudhan Majhi Paul Richardson 《International Journal of Communications, Network and System Sciences》 2010年第11期843-849,共7页
The paper analyzes power spectral density (PSD) of orthogonal pulse-based signals for time hopping ultra wideband (TH-UWB) systems. Our extensive studies show that the PSD of these signals not only depends on the time... The paper analyzes power spectral density (PSD) of orthogonal pulse-based signals for time hopping ultra wideband (TH-UWB) systems. Our extensive studies show that the PSD of these signals not only depends on the time dithering code and the modulation schemes, but also on the energy spectral density (ESD) of orthogonal pulses. The different order orthogonal pulses provide different ESD which changes the shape of continuous spectral component with symbols. We show that orthogonal pulse-based signals reduce the dynamic range of amplitude of discrete spectral components. Further, we reduce the dynamic range by adopting longer TH code over orthogonal pulse-based signals. As a result, UWB system performance improves with average transmitted power. The theoretical analysis of PSD of orthogonal pulse-based TH-UWB signal is provided in details and verified through simulation results. 展开更多
关键词 Time HOPPING Ultra WIDEBAND Radio ORTHOGONAL PULSE Modulation power spectral density
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基于EA和PSD的叶片加工一致性检测
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作者 张响 柳伟 明伟伟 《工具技术》 北大核心 2025年第4期132-137,共6页
加工过程的一致性直接影响加工产品的质量和性能,本文针对机床加工过程一致性的评判方法进行研究。在时域空间中进行包络分析,将加工信号进行包络并比较包络面的形状和大小,在频域空间中,使用功率谱密度转化为频域信号,通过量化的数据... 加工过程的一致性直接影响加工产品的质量和性能,本文针对机床加工过程一致性的评判方法进行研究。在时域空间中进行包络分析,将加工信号进行包络并比较包络面的形状和大小,在频域空间中,使用功率谱密度转化为频域信号,通过量化的数据分析对相同的加工过程进行一致性评价并对机床的性能进行评估。验证加工数据发现,该方法能够有效地检测加工过程的一致性。 展开更多
关键词 包络分析 功率谱密度 加工过程一致性
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基于Matlab多台VP宽频带倾斜仪时域监控及频域PSD计算软件的研发
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作者 李壮 高亮 +3 位作者 汤曜玮 石长朝 伍明浪 伍鸿基 《华南地震》 2025年第3期25-34,共10页
根据实际工作需要,在Matlab平台下开发VP宽频带倾斜仪时域监控及频域PSD计算软件。软件利用Matlab网络函数,实时监控VP宽频带倾斜仪获取数据并可视化显示,同时,利用改进型周期图法(welch方法)原理自动进行每日观测数据PSD功率谱密度计... 根据实际工作需要,在Matlab平台下开发VP宽频带倾斜仪时域监控及频域PSD计算软件。软件利用Matlab网络函数,实时监控VP宽频带倾斜仪获取数据并可视化显示,同时,利用改进型周期图法(welch方法)原理自动进行每日观测数据PSD功率谱密度计算。通过Matlab并行计算工具箱(Parallel Computing Toolbox)多线程并发执行时域监控及频域PSD功率谱密度计算任务,互不影响。经测试,软件能实现多台VP宽频带倾斜仪实时监控,并对数据断记、超量程等情况及时报警,助于提高台站观测数据质量,也通过对观测数据PSD功率谱密度自动计算,使台站工作人员能分析总结观测数据正常背景和干扰特征,助于动态追踪了解自身观测场地背景噪声情况。 展开更多
关键词 MATLAB平台 VP宽频带倾斜仪 实时监控 功率谱密度 多线程
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福建地区地震背景噪声特征分析
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作者 巫立华 张宝剑 +2 位作者 黄鹤凌 戴丽金 赵文波 《华南地震》 2026年第1期9-17,共9页
为提高福建地区背景噪声特性认识和福建预警台网观测数据质量,选取福建地震预警台网120个测震台站2023年全年连续波形数据,应用地震噪声功率谱密度(PSD)、概率密度函数(PDF)及均方根值(RMS)分析方法,评估福建地区地震噪声水平和背景噪... 为提高福建地区背景噪声特性认识和福建预警台网观测数据质量,选取福建地震预警台网120个测震台站2023年全年连续波形数据,应用地震噪声功率谱密度(PSD)、概率密度函数(PDF)及均方根值(RMS)分析方法,评估福建地区地震噪声水平和背景噪声特征。结果表明:福建预警测震台网整体噪声水平以II级为主,空间分布呈现一定区域规律,沿海人口密集、工业活动频繁区域的台站噪声水平高于中西部山区台站。噪声频谱特征分析表明:低频段(<0.1 Hz)噪声主要受温湿度扰动及气流影响,噪声PSD值在-170 dB至-130 dB之间波动,部分台站水平通道噪声明显高于垂直通道,建议加强地震计防护措施和基准面校准;中频段(0.1~1 Hz)噪声与海洋活动密切相关,其PSD值较全球最低噪声模型(NLNM)高约20 dB,且卓越频率(0.3 Hz)较全球最低噪声模型偏移0.1 Hz,冬季双频微震能量略高于夏季;高频段(>1 Hz)噪声以人文噪声为主导,昼夜变化显著,通过远离人口密集的城镇或者山洞安装可以有效地降低台站周围干扰源。 展开更多
关键词 背景噪声 噪声水平 功率谱密度 概率密度函数
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新疆和田台阵PSD与PDF分析 被引量:28
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作者 杨千里 郝春月 田鑫 《地球物理学报》 SCIE EI CAS CSCD 北大核心 2019年第7期2591-2606,共16页
和田台阵是我国第一个自主建成并运行至今的小孔径台阵,承担着监测印巴地区核试验以及我国西部地震活动的重要使命.台阵波形数据中充斥着背景噪声,直接影响着数据质量.为了评估台阵噪声水平,本文利用Welch平均周期法对9个子台记录的数... 和田台阵是我国第一个自主建成并运行至今的小孔径台阵,承担着监测印巴地区核试验以及我国西部地震活动的重要使命.台阵波形数据中充斥着背景噪声,直接影响着数据质量.为了评估台阵噪声水平,本文利用Welch平均周期法对9个子台记录的数十万条噪声样本进行功率谱估计,对出现的谱异常进行了总结归纳,通过绘制概率密度函数图以及单频曲线来研究背景噪声变化范围和规律,最后针对台阵降噪提出了建设性意见.研究结果表明,中心台长周期噪声功率谱密度随季节变化显著,具有周期性;受温度和气压影响,水平分量长周期噪声变化幅度较大,局部频段超出新高噪声模型,建议改善仪器安装条件,或者利用数学方法进行校正.所有子台短周期噪声变化规律与长周期相反,受到采石场影响,谱密度曲线在4~8Hz之间出现形态规则的高频尖刺,A1、B3、B4子台最为明显,可以通过窄带滤波或者聚束予以压制.本文取得的研究成果为台阵运维提供重要依据,除此之外,总结出的不同地震频谱特征也为地震解释工作提供重要参考. 展开更多
关键词 和田台阵 功率谱密度 背景噪声 概率密度函数
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Matlab内建psd函数在工程随机振动谱分析中的修正方法 被引量:7
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作者 赵若红 傅继阳 +1 位作者 吴玖荣 徐安 《暨南大学学报(自然科学与医学版)》 CAS CSCD 北大核心 2007年第5期435-439,共5页
介绍了工程随机振动功率谱的计算过程,并对工程计算中应用广泛的Matlab软件的内建谱分析函数psd进行了详细分析,指出了该函数在进行随机振动谱分析中存在的问题,给出了修正方法,通过算例计算验证了该修正方法的正确性.
关键词 功率谱 MATLAB psd函数 工程随机振动
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PSD在超精密加工实验数据分析的应用 被引量:4
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作者 王素娟 陈新度 李克天 《实验技术与管理》 CAS 北大核心 2015年第5期75-81,共7页
功率谱密度(power spectral density,PSD)用于描述随机过程的功率随频率的分布。在超精密加工实验中,功率谱方法不仅仅用于切削力信号分析,还可以用于超精密加工表面微观形貌分析;既可以反映出不同频率在表面形貌中所占的比重,还可揭示... 功率谱密度(power spectral density,PSD)用于描述随机过程的功率随频率的分布。在超精密加工实验中,功率谱方法不仅仅用于切削力信号分析,还可以用于超精密加工表面微观形貌分析;既可以反映出不同频率在表面形貌中所占的比重,还可揭示切削参数、工件材料性能等对超精密加工表面生成的影响程度。该文使用PSD方法对超精密飞刀铣削在不同进给速度下加工不同工件材料的实验结果进行分析,结果表明,相比于表面粗糙度参数来说,PSD方法更有利于表现出工件材料对超精密加工表面的影响。 展开更多
关键词 功率谱密度 超精密加工 表面质量 切削力
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基于ICA与PSD的ERD/ERS信号检测 被引量:6
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作者 万柏坤 周仲兴 +4 位作者 刘亚伟 程龙龙 明东 綦宏志 朱誉环 《天津大学学报》 EI CAS CSCD 北大核心 2008年第11期1383-1390,共8页
介绍一种基于独立分量分析(ICA)空间滤波结合功率谱密度(PSD)曲线分析法用于提取大脑在想象动作时产生事件相关去同步/同步(ERD/ERS)信号的方法.其检测流程为:先对想象动作诱发的脑电(EEG)信号进行ICA分解得到独立分量与相应的解混矩阵... 介绍一种基于独立分量分析(ICA)空间滤波结合功率谱密度(PSD)曲线分析法用于提取大脑在想象动作时产生事件相关去同步/同步(ERD/ERS)信号的方法.其检测流程为:先对想象动作诱发的脑电(EEG)信号进行ICA分解得到独立分量与相应的解混矩阵,再按特征频段取其主要分量得到滤波后数据,然后采用短时傅里叶变换计算相关导联EEG信号在特征时段与频段的PSD曲线,引入ERD/ERS系数作为量化指标以进行想象动作的识别.计算结果表明,上述方法能够显著增强运动想象脑电信号的ERD/ERS特征信息,且通过实际分类验证,采用该方法可以获得更高的识别正确率,较传统信息检测方法平均提高8%以上. 展开更多
关键词 脑电 想象动作 独立分量分析 功率谱密度 短时傅里叶变换 ERD/ERS系数
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