基于噪声随机模型的加权观测融合方法     

黄贤源  隋立芬  范玉茹 《测绘学院学报》2009,(1)

信息融合技术中,在各局部传感器的有色观测噪声为一阶AR模型的情况下,可以利用观测扩增方法消除有色噪声的影响,得到最优加权观测融合方程,从而实现状态的最优滤波解。对于有色观测噪声为MA或ARMA模型的情况,观测扩增方法不再适用。提出了基于有色观测噪声随机模型级数展开的方法,求解出各局部传感器有色观测噪声的方差,并利用该方差对加权观测融合滤波器进行了构造。通过计算实例证明,该方法不仅适用于观测噪声为AR模型,同时适用于噪声MA或ARMA模型。  相似文献   

Propriétés fractales de la fragmentation et processus stochastiques de fracturation : approche géométrique 3D à l'aide du modèle ObsifracFractal properties of fragmentation and stochastic fracturing processes: geometrical 3D approach by OBSIFRAC model     

Luc Empereur-Mot  Thierry Villemin 《Comptes Rendus Geoscience》2002,334(2):127-133

A numerical rock fragmentation model was elaborated, producing a 3D puzzle of convex polyhedra, geometrically described in a database. In the first scenario, a constant proportion of blocks are fragmented at each step of the process and leads to fractal distribution. In the second scenario, division affects one random block at each stage of the process, and produces a Weibull volume distribution law. Imposing a minimal distance between the fractures, the third scenario reveals a power law. The inhibition of new fractures in the neighbourhood of existing discontinuities could be responsible for fractal properties in rock mass fragmentation. To cite this article: L. Empereur-Mot, T. Villemin, C. R. Geoscience 334 (2002) 127–133.  相似文献   

An inverse cascade model for self-organized complexity and natural hazards     

Gleb Yakovlev  William I. Newman  Donald L. Turcotte  Andrei Gabrielov 《Geophysical Journal International》2005,163(2):433-442

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The perimeter-area fractal model and its application to geology   总被引：14，自引：0，他引：14  

Qiuming Cheng 《Mathematical Geology》1995,27(1):69-82

Perimeters and areas of similarly shaped fractal geometries in two-dimensional space are related to one another by power-law relationships. The exponents obtained from these power laws are associated with, but do not necessarily provide, unbiased estimates of the fractal dimensions of the perimeters and areas. The exponent (D_AL) obtained from perimeter-area analysis can be used only as a reliable estimate of the dimension of the perimeter (D_L) if the dimension of the measured area is D_A=2. If D_A<2, then the exponent D_AL=2D_L/D_A>D_L. Similar relations hold true for area and volumes of three-dimensional fractal geometries. The newly derived results are used for characterizing Au associated alteration zones in porphyry systems in the Mitchell-Sulphurets mineral district, northwestern British Columbia.  相似文献   

Can Damage Mechanics Explain Temporal Scaling Laws in Brittle Fracture and Seismicity?     

Donald L. Turcotte  Robert Shcherbakov 《Pure and Applied Geophysics》2006,163(5-6):1031-1045

Time delays associated with processes leading to a failure or stress relaxation in materials and earthquakes are studied in terms of continuum damage mechanics. Damage mechanics is a quasi-empirical approach that describes inelastic irreversible phenomena in the deformation of solids. When a rock sample is loaded, there is generally a time delay before the rock fails. This period is characterized by the occurrence and coalescence of microcracks which radiate acoustic signals of broad amplitudes. These acoustic emission events have been shown to exhibit power-law scaling as they increase in intensity prior to a rupture. In case of seismogenic processes in the Earth's brittle crust, all earthquakes are followed by an aftershock sequence. A universal feature of aftershocks is that their rate decays in time according to the modified Omori's law, a power-law decay. In this paper a model of continuum damage mechanics in which damage (microcracking) starts to develop when the applied stress exceeds a prescribed yield stress (a material parameter) is introduced to explain both laboratory experiments and systematic temporal variations in seismicity.  相似文献   

Analysis of EMD algorithm for identification and extraction of an acoustic signal in underwater channel against wind driven ambient noise     

S. Sakthivel MURUGAN  ;V. NATARAJAN  ;K. MAHESWARAN 《中国海洋工程》2014,28(5):645-657

Sonar generated acoustic signals transmitted in underwater channel for distant communications are affected by numerous factors like ambient noise, making them nonlinear and non-stationary in nature. In recent years, the application of Empirical Mode Decomposition （EMD） technique to analyze nonlinear and non-stationary signals has gained much attention. It is an empirical approach to decompose a signal into a set of oscillatory modes known as intrinsic mode functions （IMFs）. In general, Hilbert transform is used in EMD for the identification of oscillatory signals. In this paper anew EMD algorithm is proposed using FFT to identify and extract the acoustic signals available in the underwater channel that are corrupted due to various ambient noises over a range of 100 Hz to 10 kHz in a shallow water region.Data for analysis are collected at a depth of 5 m and 10 m offshore Chennai at the Bay of Bengal. The algorithm is validated for different sets of known and unknown reference signals. It is observed that the proposed EMD algorithmidentifies and extracts the reference signals against various ambient noises. Significant SNR improvement is alsoachieved for underwater acoustic signals.  相似文献   

Aftershock Statistics   总被引：2，自引：0，他引：2  

Robert Shcherbakov  Donald L. Turcotte  John B. Rundle 《Pure and Applied Geophysics》2005,162(6-7):1051-1076

The statistical properties of aftershock sequences are associated with three empirical scaling relations: (1) Gutenberg-Richter frequency-magnitude scaling, (2) Båths law for the magnitude of the largest aftershock, and (3) the modified Omoris law for the temporal decay of aftershocks. In this paper these three laws are combined to give a relation for the aftershock decay rate that depends on only a few parameters. This result is used to study the temporal properties of aftershock sequences of several large California earthquakes. A review of different mechanisms and models of aftershocks are also given. The scale invariance of the process of stress transfer caused by a main shock and the heterogeneous medium in which aftershocks occur are responsible for the occurrence of scaling laws. We suggest that the observed partitioning of energy could play a crucial role in explaining the physical origin of Båths law. We also study the stress relaxation process in a simple model of damage mechanics and find that the rate of energy release in this model is identical to the rate of aftershock occurrence described by the modified Omoris law.  相似文献   

Cloud Condensation Nuclei over the Bay of Bengal during the Indian Summer Monsoon     

D.M.CHATE  R.T.WAGHMARE  C.K.JENA  V.GOPALAKRISHNAN  P.MURUGAVEL  Sachin D.GHUDE  Rachana KULKARNI  P.C.S.DEVARA 《大气科学进展》2018,35(2):218-223

The first measurements of cloud condensation nuclei(CCN) at five supersaturations were carried out onboard the research vessel "Sagar Kanya"(cruise SK-296) from the south to the head-bay of the Bay of Bengal as part of the Continental Tropical Convergence Zone(CTCZ) Project during the Indian summer monsoon of 2012. In this paper, we assess the diurnal variation in CCN distributions at supersaturations from 0.2% to 1%(in steps of 0.2%) and the power-law fit at supersaturation of 1%.The diurnal pattern shows peaks in CCN concentration(NCCN) at supersaturations from 0.2% to 1% between 0600 and 0700 LST(local standard time, UTC+0530), with relatively low concentrations between 1200 and 1400 LST, followed by a peak at around 1800 LST. The power-law fit for the CCN distribution at different supersaturation levels relates the empirical exponent(k) of supersaturation(%) and the NCCNat a supersaturation of 1%. The NCCNat a supersaturation of 0.4% is observed to vary from 702 cm~(-3) to 1289 cm~(-3), with a mean of 961 ± 161 cm~(-3)(95% confidence interval), representing the CCN activity of marine air masses. Whereas, the mean NCCNof 1628 ± 193 cm~(-3) at a supersaturation of 1% is higher than anticipated for the marine background. When the number of CCN spectra is 1293, the value of k is 0.57 ± 0.03(99% confidence interval)and its probability distribution shows cumulative counts significant at k ≈ 0.55 ± 0.25. The results are found to be better at representing the features of the marine environment(103 cm~(-3) and k ≈ 0.5) and useful for validating CCN closure studies for Indian sea regions.  相似文献   

基于黏度时变性的桩端压力浆液上返高度模型及工程应用     

戴国亮  万志辉  竺明星  龚维明 《岩土力学》2018,39(8):2941-2950

桩端后压浆浆液上返高度对后压浆桩承载力的计算影响较大。基于幂律型流体的黏度时变性特征,推导了考虑黏度时变性的桩端压力浆液上返的理论计算公式,并给出了参数的确定方法及成层土中浆液上返高度的迭代算法;结合台州湾大桥的接线工程,利用电磁波CT对桩基后压浆的加固效果进行了探测分析。结果表明,采用浆液沿压浆管道阻力损失的拟合值并考虑黏度时变性得到的浆液上返高度的计算结果与实测结果基本吻合且偏于安全,而忽略黏度时变性得到的计算结果偏大,会对后压浆桩的承载力设计造成不利影响。此外,电磁波CT能观测到桩体、水泥浆加固体及土体的分布情况,且能推测出水泥浆液在桩端的扩散范围和沿桩身的上返高度,可用于评价后压浆桩的压浆效果。研究成果可为后压浆桩的设计和效果检测提供参考和指导。  相似文献   

基于尺度律的裂隙网络生成及其对地下厂房稳定性的影响分析   总被引：1，自引：0，他引：1  

桂乐乐  周宏伟  夏昌敬  杜盛浩  刘艳 《岩土力学》2010,31(12):3934-3938

以锦屏二级为工程背景,通过对猫猫滩闸址区域内断层的统计,得到断层数量与尺度的幂律关系,并通过分段线性拟合的方法估算了断层系统的尺度-数量分维发现,当断层迹长 0.1 km时,分维 0.487 5;当断层迹长 0.1 km时,分维 1.496 1。通过该尺度律关系,结合蒙特卡洛法,推演了更小规模的节理的空间分布。运用DDA数值计算程序,分析并模拟了大水沟地下厂房的开挖过程,获得了高度节理化的由开挖引起的应力、位移变化图。  相似文献