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Characteristics of unsteady flow in porous media while considering threshold pressure gradient with Green's function 被引量:2
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作者 曹仁义 陈岭 +2 位作者 Y.Zee Ma 刘雪莹 于柏慧 《Journal of Central South University》 SCIE EI CAS CSCD 2016年第1期201-208,共8页
The flow behavior in porous media with threshold pressure gradient(TPG) is more complex than Darcy flow and the equations of motion, and outer boundary and inner boundary with TPG are also different from Darcy flow fo... The flow behavior in porous media with threshold pressure gradient(TPG) is more complex than Darcy flow and the equations of motion, and outer boundary and inner boundary with TPG are also different from Darcy flow for unsteady flow of a producing well in a reservoir. An analytic method to solve this kind of problem is in a need of reestablishment. The classical method of Green's function and Newman product principle in a new way are used to solve the unsteady state flow problems of various shapes of well and reservoir while considering the TPG. Four Green's functions of point, line, band and circle while considering the TPG are achieved. Then, two well models of vertical well and horizontal well are built and simultaneously the function to calculate the moving boundary of each well model is provided. The results show that when considering TPG the pressure field is much different, which has a sudden pressure change, with a moving boundary in it. And the moving boundary of each well model increases with time but slows down rapidly, especially when the TGP is large. 展开更多
关键词 non-Darcy flow Green's function moving boundary threshold pressure gradient (TPG)
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The Khuri-Jones Threshold Factor as an Automorphic Function
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作者 B. H. Lavenda 《Journal of Modern Physics》 2013年第7期904-910,共7页
The Khuri-Jones correction to the partial wave scattering amplitude at threshold is an automorphic function for a dihedron. An expression for the partial wave amplitude is obtained at the pole which the upper half-pla... The Khuri-Jones correction to the partial wave scattering amplitude at threshold is an automorphic function for a dihedron. An expression for the partial wave amplitude is obtained at the pole which the upper half-plane maps on to the interior of semi-infinite strip. The Lehmann ellipse exists below threshold for bound states. As the system goes from below to above threshold, the discrete dihedral (elliptic) group of Type 1 transforms into a Type 3 group, whose loxodromic elements leave the fixed points 0 and ∞ invariant. The transformation of the indifferent fixed points from -1 and +1 to the source-sink fixed points 0 and ∞ is the result of a finite resonance width in the imaginary component of the angular momentum. The change in symmetry of the groups, and consequently their tessellations, can be used to distinguish bound states from resonances. 展开更多
关键词 threshold FACTOR Automorphic function ELLIPTIC and Loxodromic ELEMENTS
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Unpacking the‘supply-utilization-demand’interplay:Keys to multifunctional sustainability in rural China
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作者 Yanbo Qu Lingyun Zhan +1 位作者 Qingqing Zhang Meijing Wu 《Geography and Sustainability》 CSCD 2024年第3期445-458,共14页
Sustainable rural development is predicated on a delicate balance between rural territorial functions and eco-logical constraints.While various functions can catalyze economic growth in rural settings,aligning them wi... Sustainable rural development is predicated on a delicate balance between rural territorial functions and eco-logical constraints.While various functions can catalyze economic growth in rural settings,aligning them with inherent ecological variables is essential.An exhaustive analysis of Beijing’s Pinggu District elucidated specific supply-demand thresholds and evaluated the adaptability of current utilization within these boundaries,culmi-nating in a novel optimization strategy.Notably,while locals place significant emphasis on production functions,the area’s topography and soil characteristics present palpable challenges to achieving these goals.We discov-ered that‘shackle type’predominantly characterize individual rural territorial functions,while‘diversified weak function optimization type’define multifunctional aspects,showcasing varied development paths and uncov-ering potential strategies for sustainable improvement.This study contributes a groundbreaking perspective to sustainable rural development,offering key insights and strategic recommendations for policy formulation. 展开更多
关键词 Sustainable rural development Rural territorial function ADAPTABILITY Supply-demand thresholds Optimization strategy
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Optimization of Quantizer’s Segment Threshold Using Spline Approximations for Optimal Compressor Function
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作者 Lazar Velimirovic Zoran Peric +1 位作者 Miomir Stankovic Jelena Nikolic 《Applied Mathematics》 2012年第10期1430-1434,共5页
In this paper, the optimization of quantizer’s segment threshold is done. The quantizer is designed on the basis of approximative spline functions. Coefficients on which we form approximative spline functions are cal... In this paper, the optimization of quantizer’s segment threshold is done. The quantizer is designed on the basis of approximative spline functions. Coefficients on which we form approximative spline functions are calculated by minimization mean square error (MSE). For coefficients determined in this way, spline functions by which optimal compressor function is approximated are obtained. For the quantizer designed on the basis of approximative spline functions, segment threshold is numerically determined depending on maximal value of the signal to quantization noise ratio (SQNR). Thus, quantizer with optimized segment threshold is achieved. It is shown that by quantizer model designed in this way and proposed in this paper, the SQNR that is very close to SQNR of nonlinear optimal companding quantizer is achieved. 展开更多
关键词 Optimization of Quantizer’s Segment threshold Mean Square Error Second-Degree Spline functions Compressor function
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Acoustic location echo signal extraction of buried non-metallic pipelines based on EMD and wavelet threshold joint denoising
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作者 GE Liang YUAN Xuefeng +2 位作者 XIAO Xiaoting LUO Ping WANG Tian 《Journal of Measurement Science and Instrumentation》 CAS CSCD 2024年第4期417-431,共15页
In the acoustic detection process of buried non-metallic pipelines,the echo signal is often interfered by a large amount of noise,which makes it extremely difficult to effectively extract useful signals.An denoising a... In the acoustic detection process of buried non-metallic pipelines,the echo signal is often interfered by a large amount of noise,which makes it extremely difficult to effectively extract useful signals.An denoising algorithm based on empirical mode decomposition(EMD)and wavelet thresholding was proposed.This method fully considered the nonlinear and non-stationary characteristics of the echo signal,making the denoising effect more significant.Its feasibility and effectiveness were verified through numerical simulation.When the input SNR(SNRin)is between-10 dB and 10 dB,the output SNR(SNRout)of the combined denoising algorithm increases by 12.0%-34.1%compared to the wavelet thresholding method and by 19.60%-56.8%compared to the EMD denoising method.Additionally,the RMSE of the combined denoising algorithm decreases by 18.1%-48.0%compared to the wavelet thresholding method and by 22.1%-48.8%compared to the EMD denoising method.These results indicated that this joint denoising algorithm could not only effectively reduce noise interference,but also significantly improve the positioning accuracy of acoustic detection.The research results could provide technical support for denoising the echo signals of buried non-metallic pipelines,which was conducive to improving the acoustic detection and positioning accuracy of underground non-metallic pipelines. 展开更多
关键词 buried non-metallic pipeline acoustic positioning signal processing optimal decomposition scale wavelet basis function EMD combined wavelet threshold algorithm
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基于肌肉激活的斜方肌平衡训练对偏瘫肩痛患者上肢运功功能及神经电生理的影响
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作者 董明 余静 +2 位作者 陆彦青 李琎 林立军 《中医康复》 2025年第1期28-33,共6页
目的:本研究探讨斜方肌平衡训练对卒中偏瘫后肩痛患者上肢运动功能及神经电生理的影响。方法:选取2021年10月~202 3年11月在广东省第二中医院康复科住院且符合纳入标准的卒中偏瘫后肩痛患者144例,随机分为对照组和观察组各72例。两组患... 目的:本研究探讨斜方肌平衡训练对卒中偏瘫后肩痛患者上肢运动功能及神经电生理的影响。方法:选取2021年10月~202 3年11月在广东省第二中医院康复科住院且符合纳入标准的卒中偏瘫后肩痛患者144例,随机分为对照组和观察组各72例。两组患者均采用常规用药及神经发育学治疗,对照组在此基础上采用肩胛带的稳定性训练,观察组在对照组的基础上采用斜方肌平衡训练(侧卧位肩外旋、侧卧位外旋、俯卧位水平外展、俯卧位水平后伸),两组患者训练均30min/次,1次/d,5次/周,连续训练6周;分别在治疗前和治疗6周后,对两组患者分别进行Fugl-Meycr上肢运动功能评分和VAS视觉模拟评分,以及上肢静息运动阈值(rMT)、中枢运动传导时间(CMCT)检测。结果:观察组9例及对照组7例患者因提前出院中途退出被剔除,最终观察组63例,对照组65例。治疗后,两组患者的VAS评分均较治疗前降低(P<0.05),FMA-UE评分均较治疗前升高(P<0.05),且观察组治疗后的VAS评分低于对照组(P<0.05),FMA-UE评分高于对照组(P<0.05)。治疗后,两组患者的rMT和CMCT均较治疗前降低(P<0.05),且观察组治疗后的rMT和CMCT均低于对照组(P<0.05)。结论:在肩胛带的稳定性训练基础上,斜方肌平衡训练能更好的改善偏瘫后肩痛患者的疼痛、运动功能及神经电生理。 展开更多
关键词 偏瘫后肩痛 斜方肌平衡训练 疼痛 运功功能 静息运动阈值 中枢运动传导时间
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Threshold分红策略下带干扰的两类索赔风险模型的Geber-Shiu函数(英文)
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作者 孙国红 张春生 季兰朋 《应用概率统计》 CSCD 北大核心 2011年第5期543-560,共18页
本文研究了在threshold分红策略下带干扰的两类索赔风险模型的Geber-Shiu函数.这里假设两个索赔计数过程为独立的更新过程,其中一个为Poisson过程另一个为时间间隔服从广义Erlang(2)分布的更新过程.本文得到了threshold分红策略下Gerber... 本文研究了在threshold分红策略下带干扰的两类索赔风险模型的Geber-Shiu函数.这里假设两个索赔计数过程为独立的更新过程,其中一个为Poisson过程另一个为时间间隔服从广义Erlang(2)分布的更新过程.本文得到了threshold分红策略下Gerber-Shiu函数所满足的积分-微分方程及其边界条件.最后,本文指出threshold分红策略下Gerber-Shiu函数可以由不分红(即:6=∞)时所对应的Geber-Shiu函数和一个齐次积分-微分方程的线性独立解表示出来. 展开更多
关键词 两类索赔 Geber-Shiu函数 threshold分红策略 积分-微分方程
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Adaptive Dual-Threshold Edge Detection Based on Wavelet Transform 被引量:3
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作者 侯舒娟 梅文博 张志明 《Journal of Beijing Institute of Technology》 EI CAS 2003年第3期247-250,共4页
In order to solve the problems of local maximum modulus extraction and threshold selection in the edge detection of finite resolution digital images, a new wavelet transform based adaptive dual threshold edge detec... In order to solve the problems of local maximum modulus extraction and threshold selection in the edge detection of finite resolution digital images, a new wavelet transform based adaptive dual threshold edge detection algorithm is proposed. The local maximum modulus is extracted by linear interpolation in wavelet domain. With the analysis on histogram, the image is filtered with an adaptive dual threshold method, which effectively detects the contours of small structures as well as the boundaries of large objects. A wavelet domain's propagation function is used to further select weak edges. Experimental results have shown the self adaptivity of the threshold to images having the same kind of histogram, and the efficiency even in noise tampered images. 展开更多
关键词 wavelet transform edge detection propagation function dual threshold
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Denoising Method for Partial Discharge Signal of Switchgear Based on Continuous Adaptive Wavelet Threshold 被引量:1
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作者 Zhuo Wang Xiang Zheng Tiantian Liang 《Journal of Harbin Institute of Technology(New Series)》 CAS 2022年第4期7-18,共12页
Partial discharge(PD)is an important reason for the insulation failure of the switchgear.In the process of PD detection,PD signal is often annihilated in strong noise.In order to improve the accuracy of PD detection i... Partial discharge(PD)is an important reason for the insulation failure of the switchgear.In the process of PD detection,PD signal is often annihilated in strong noise.In order to improve the accuracy of PD detection in power plant switchgear,a method based on continuous adaptive wavelet threshold switchgear PD signals denoising is proposed in this paper.By constructing a continuous adaptive threshold function and introducing adjustment parameters,the problems of over⁃processing of traditional hard threshold functions and incomplete denoising of soft threshold functions can be improved.The analysis results of simulated signals and measured signals show that the continuous adaptive wavelet threshold denoising method is significantly better than the traditional denoising method for the PD signal.The proposed method in this paper retains the characteristics of the original signal.Compared with the traditional denoising methods,after denoising the simulated signals,the signal⁃to⁃noise ratio(SNR)is increased by more than 30%,and the root⁃mean⁃square error(RMSE)is reduced by more than 30%.After denoising the real signal,the noise suppression ratio(NRR)is increased by more than 40%.The recognition accuracy rate of PD signal has also been improved to a certain extent,which proves that the method has a certain practicability. 展开更多
关键词 SWITCHGEAR partial discharge wavelet threshold function DENOISING
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A noise removal algorithm for DR Images based on adaptive estimation of threshold 被引量:5
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作者 XIONG Bangshu JIA Bei +1 位作者 YU Lei ZHAO Pingjun 《Computer Aided Drafting,Design and Manufacturing》 2012年第4期1-6,共6页
When DR (Digital Radiography) images are filtered, it is necessary to preserve the edges and key details. But the existing methods may inevitably take fine details mistaken for noise to remove. In order to solve the... When DR (Digital Radiography) images are filtered, it is necessary to preserve the edges and key details. But the existing methods may inevitably take fine details mistaken for noise to remove. In order to solve the problem an improved anisotropic diffu- sion filtering model is proposed. Firstly, a novel diffusion function is introduced based on Perona and Malik model, which well overcomes the high rate of convergence. Secondly, the gradient threshold is modified to an adaptive estimation function, so it is bet- ter at adaptive threshold regulations according to the pixels and iteration times. Finally, the edges are extracted from the restored im- ages and the results are evaluated quantificationally. It is shown from the experiments that the proposed method is effective not only in noise reduction but also in details preserved. 展开更多
关键词 image filtering anisotropic diffusion diffusion function gradient threshold edge extract
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A two-dimensional threshold voltage analytical model for metal-gate/high-k/SiO_2 /Si stacked MOSFETs
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作者 马飞 刘红侠 +1 位作者 樊继斌 王树龙 《Chinese Physics B》 SCIE EI CAS CSCD 2012年第10期439-445,共7页
In this paper the influences of the metal-gate and high-k/SiO 2 /Si stacked structure on the metal-oxide-semiconductor field-effect transistor(MOSFET) are investigated.The flat-band voltage is revised by considering... In this paper the influences of the metal-gate and high-k/SiO 2 /Si stacked structure on the metal-oxide-semiconductor field-effect transistor(MOSFET) are investigated.The flat-band voltage is revised by considering the influences of stacked structure and metal-semiconductor work function fluctuation.The two-dimensional Poisson's equation of potential distribution is presented.A threshold voltage analytical model for metal-gate/high-k/SiO 2 /Si stacked MOSFETs is developed by solving these Poisson's equations using the boundary conditions.The model is verified by a two-dimensional device simulator,which provides the basic design guidance for metal-gate/high-k/SiO 2 /Si stacked MOSFETs. 展开更多
关键词 metal-gate HIGH-K work function flat-band voltage threshold voltage metal-oxide-semiconductor field-effect transistor
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On Functions of K-Balanced Matroids
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作者 Talal Al-Hawary 《Open Journal of Discrete Mathematics》 2017年第3期103-107,共5页
In this paper, we prove an analogous to a result of Erd&ouml;s and Rényi and of Kelly and Oxley. We also show that there are several properties of k-balanced matroids for which there exists a threshold function.
关键词 K-Balanced MATROID PROJECTIVE Geometry threshold function
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Modelling Animal Activity as Curves: An Approach Using Wavelet-Based Functional Data Analysis
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作者 Barbara Henning Airton Kist +4 位作者 Alusio Pinheiro Rafael L. Camargo Thiago M. Batista Everardo M. Carneiro Sérgio F. dos Reis 《Open Journal of Statistics》 2017年第2期203-215,共13页
Temporal activity patterns in animals emerge from complex interactions between choices made by organisms as responses to biotic interactions and challenges posed by external factors. Temporal activity pattern is an in... Temporal activity patterns in animals emerge from complex interactions between choices made by organisms as responses to biotic interactions and challenges posed by external factors. Temporal activity pattern is an inherently continuous process, even being recorded as a time series. The discreteness of the data set is clearly due to data-acquisition limitations rather than a true underlying discrete nature of the phenomenon itself. Therefore, curves are a natural representation for high-frequency data. Here, we fully model temporal activity data as curves integrating wavelets and functional data analysis, allowing for testing hypotheses based on curves rather than on scalar and vector-valued data. Temporal activity data were obtained experimentally for males and females of a small-bodied marsupial and modelled as wavelets with independent and identically distributed errors and dependent errors. The null hypothesis of no difference in temporal activity pattern between male and female curves was tested with functional analysis of variance (FANOVA). The null hypothesis was rejected by FANOVA and we discussed the differences in temporal activity pattern curves between males and females in terms of ecological and life-history attributes of the reference species. We also performed numerical analysis that shed light on the regularity properties of the wavelet bases used and the thresholding parameters. 展开更多
关键词 functional Analysis of Variance HIGH-FREQUENCY Data TEMPORAL Activity Pattern SHRINKAGE WAVELET thresholdING
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Implementation of Adaptive Wavelet Thresholding Denoising Algorithm Based on DSP
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作者 张雪峰 康春霞 +1 位作者 裴峰 张志杰 《Journal of Measurement Science and Instrumentation》 CAS 2011年第3期272-275,共4页
By utilizing the capability of high-speed computing,powerful real-time processing of TMS320F2812 DSP,wavelet thresholding denoising algorithm is realized based on Digital Signal Processors.Based on the multi-resolutio... By utilizing the capability of high-speed computing,powerful real-time processing of TMS320F2812 DSP,wavelet thresholding denoising algorithm is realized based on Digital Signal Processors.Based on the multi-resolution analysis of wavelet transformation,this paper proposes a new thresholding function,to some extent,to overcome the shortcomings of discontinuity in hard-thresholding function and bias in soft-thresholding function.The threshold value can be abtained adaptively according to the characteristics of wavelet coefficients of each layer by adopting adaptive threshold algorithm and then the noise is removed.The simulation results show that the improved thresholding function and the adaptive threshold algorithm have a good effect on denoising and meet the criteria of smoothness and similarity between the original signal and denoising signal. 展开更多
关键词 Mallat algorithm wavelet denoising thresholding function adaptive threshold Digital Signal Processors
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The Method of Flotation Froth Image Segmentation Based on Threshold Level Set
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作者 Ji Zhao Huibin Wang +1 位作者 Lina Zhang Conghui Wang 《Advances in Molecular Imaging》 2015年第2期38-48,共11页
A novel flotation froth image segmentation based on threshold level set method is put forward in view of the problem of over-segmentation and under-segmentation which occurs when the existing method segmented the flot... A novel flotation froth image segmentation based on threshold level set method is put forward in view of the problem of over-segmentation and under-segmentation which occurs when the existing method segmented the flotation froth images. Firstly, the proposed method adopts histogram equalization to improve the contrast of the image, and then chooses the upper threshold and lower threshold from grey value of histogram of the image equalization, and complete image segmentation using the level set method. In this paper, the model which integrates edge with region level set model is utilized, and the speed energy term is introduced to segment the target. Experimental results show that the proposed method has better segmentation results and higher segmentation efficiency on the images with under-segmentation and incorrect segmentation, and it is meaningful for ore dressing industrial. 展开更多
关键词 FLOTATION Froth Image Segmentation Active CONTOUR Model HISTOGRAM EQUALIZATION Speed function threshold Level Set
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Numerical Study of the Threshold Intensity Dependence on Wavelength in Laser Spark Ignition of Molecular Hydrogen Combustion
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作者 Kholoud A. Hamam Galila Abdellatif Yosr E. E.-D. Gamal 《Journal of Modern Physics》 2013年第3期311-320,共10页
A numerical investigation of laser wavelength dependence on the threshold intensity of spark ignition in molecular hydrogen over a wide pressure range is presented. A modified electron cascade model (Gamal et al., 199... A numerical investigation of laser wavelength dependence on the threshold intensity of spark ignition in molecular hydrogen over a wide pressure range is presented. A modified electron cascade model (Gamal et al., 1993) is applied under the experimental conditions that carried out by Phuoc (2000) to determine the threshold intensity dependence on gas pressure for spark ignition in hydrogen combustion using two laser wavelengths namely;1064 nm and 532 nm. The model involves the solution of the time dependent Boltzmann equation for the electron energy distribution function (EEDF) and a set of rate equations that describe the change of the formed excited molecules population. The model takes into account most of the physical processes that expected to occur in the interaction region. The results showed good agreement between the calculated thresholds for spark ignition and those measured ones for both wavelengths, where the threshold intensities corresponding to the short wavelength (532 nm) are found to be higher than those calculated for the longer one (1064 nm). This result indicates the depletion of the high density of low energy electrons generated through multi-photon ionization at the short wavelength via electron diffusion and vibrational excitation. The study of the EEDF and its parameters (viz, the temporal evolution of: the electron density, ionization rate electron mean energy, …) revealed the important role played by each physical process to the spark ignition as a function of both laser wavelength and gas pressure. More over the study of the time variation of the EEDF explains the characteristics of the ignited spark at the two wavelengths for the tested pressure values. 展开更多
关键词 LASER WAVELENGTH Hydrogen Gas threshold INTENSITY Electron Energy Distribution function COMBUSTION Spark IGNITION
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Fast First-Order Methods for Minimizing Convex Composite Functions
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作者 Qipeng Li Hongwei Liu Zexian Liu 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2019年第6期46-52,共7页
Two new versions of accelerated first-order methods for minimizing convex composite functions are proposed. In this paper, we first present an accelerated first-order method which chooses the step size 1/ Lk to be 1/ ... Two new versions of accelerated first-order methods for minimizing convex composite functions are proposed. In this paper, we first present an accelerated first-order method which chooses the step size 1/ Lk to be 1/ L0 at the beginning of each iteration and preserves the computational simplicity of the fast iterative shrinkage-thresholding algorithm. The first proposed algorithm is a non-monotone algorithm. To avoid this behavior, we present another accelerated monotone first-order method. The proposed two accelerated first-order methods are proved to have a better convergence rate for minimizing convex composite functions. Numerical results demonstrate the efficiency of the proposed two accelerated first-order methods. 展开更多
关键词 first-order method iterative shrinkage-thresholding algorithm convex programming adaptive restart composite functions.
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基于扇块化阈值判定的机载激光雷达可通行区域在线检测方法研究 被引量:1
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作者 杨喜旺 《现代电子技术》 北大核心 2024年第12期91-95,共5页
激光受扫描区域与摄像点间角度、方向以及间隔距离等因素影响,导致激光可覆盖区域有限,从而影响可通行区域在线检测的准确性。为此,提出一种基于扇块化阈值判定的机载激光雷达可通行区域在线检测方法。扇块化阈值包括最大扫描距离阈值... 激光受扫描区域与摄像点间角度、方向以及间隔距离等因素影响,导致激光可覆盖区域有限,从而影响可通行区域在线检测的准确性。为此,提出一种基于扇块化阈值判定的机载激光雷达可通行区域在线检测方法。扇块化阈值包括最大扫描距离阈值和畸变系数阈值,利用其判定机载激光雷达扇形块区域;采用最大熵值预测模型与调节系数处理扇形块区域数据,结合小波变换实现机载激光雷达可通行区域在线检测。实验结果表明,所提方法不仅检测到在4、6、7检测点处,道路宽度信息发生了变化,而且可以有效检测出区域内的障碍物,从而提高可通行区域的检测准确性,具备较好的检测效果。 展开更多
关键词 机载激光雷达 可通行区域 在线检测 障碍物识别 扇块化阈值 小波变换函数
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区域土特征函数:收敛性
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作者 袁晓铭 卢坤玉 +2 位作者 李兆焱 陈卓识 吴晓阳 《岩土工程学报》 EI CAS CSCD 北大核心 2024年第1期26-34,共9页
无论从一个地区内建立N-s_(v)关系曲线的工程应用角度还是作为区域土特征理论的必要组成部分,构建科学的N-v_(s)函数所需的数组量都是重要问题,但以往研究为空白。采用实测数据的随机分析,研究不同样本数量下N-v_(s)特征函数的稳定性和... 无论从一个地区内建立N-s_(v)关系曲线的工程应用角度还是作为区域土特征理论的必要组成部分,构建科学的N-v_(s)函数所需的数组量都是重要问题,但以往研究为空白。采用实测数据的随机分析,研究不同样本数量下N-v_(s)特征函数的稳定性和收敛性,并提出构建不同精度N-v_(s)特征函数的数组阈值。实测数据来源于4个国家9个地区,共11个工况,对此分别进行随机分析的结果表明,随样本数量增加,N-v_(s)特征函数具有稳定性与收敛性。研究表明,一个地区内取N-v_(s)数组超过50,100,200和800,则可分别得到变异系数小于0.2,0.15,0.10和0.05的N-s_(v)特征函数。 展开更多
关键词 区域土 特征函数 N-v_(s)特征函数 N-v_(s)数组 收敛阈值
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基于改进YOLO算法的无人机图像草原火灾检测研究
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作者 刘志强 张朝阳 +1 位作者 王昱 张旭 《计算机技术与发展》 2024年第7期207-213,共7页
草原火灾一旦发生,受风力、地势等因素的影响迅速向四周无规则蔓延,形成面积不断扩大的条状燃烧带。为了提高草原火灾检测效率,结合无人机拍摄草原火灾的图像特征,研究基于改进YOLO算法的草原火灾检测方法。首先,针对火灾区域狭长、火... 草原火灾一旦发生,受风力、地势等因素的影响迅速向四周无规则蔓延,形成面积不断扩大的条状燃烧带。为了提高草原火灾检测效率,结合无人机拍摄草原火灾的图像特征,研究基于改进YOLO算法的草原火灾检测方法。首先,针对火灾区域狭长、火灾区域占比小的特点,对YOLO算法的Neck部分进行优化,提出一种具有全链接结构的特征提取网络FC-FP Neck,使语义特征和定位特征充分融合,提高网络的特征提取能力;其次,结合阈值分割技术提出一种改进的自适应加权损失函数,提升模型的收敛速度,同时解决火灾检测敏感度不足,容易造成误检的问题。在公开小目标检测数据集AI-TOD上测试改进算法的可行性,平均准确率提高了7.28%,平均精度提高了12.46%;在自建草原火灾数据集上平均精度达到了90.24%,平均准确率达到了87.33%。实验表明改进后的算法提高了草原火灾检测效率。 展开更多
关键词 草原火灾 YOLO算法 特征金字塔网络 阈值分割 自适应加权损失函数
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