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Analysis of Vibrational Properties of Horn-Shaped Magneto-Elastic Single-Walled Carbon Nanotube Mass Sensor Conveying Pulsating Viscous Fluid Using Haar Wavelet Technique
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作者 M.Mahaveer Sree Jayan Lifeng Wang +1 位作者 R.Selvamani N.Ramya 《Acta Mechanica Solida Sinica》 SCIE EI CSCD 2024年第5期685-699,共15页
This research explores the dynamic behaviour of horn-shaped single-walled carbon nanotubes(HS-SWCNTs)conveying viscous nanofluid with pulsating the influence of a longitudinal magnetic field.The analysis utilizes Eule... This research explores the dynamic behaviour of horn-shaped single-walled carbon nanotubes(HS-SWCNTs)conveying viscous nanofluid with pulsating the influence of a longitudinal magnetic field.The analysis utilizes Euler-Bernoulli beam model,considering the variable cross section,and incorporating Eringen’s nonlocal theory to formulate the governing partial differential equation of motion.The instability domain of HS-SWCNTs is estimated using Galerkin’s approach.Numerical analysis is performed using the Haar wavelet method.The critical buckling load obtained in this study is compared with previous research to validate the proposed model.The results highlight the effectiveness of the proposed model in assessing the vibrational characteristics of a complex multi-physics system involving HS-SWCNTs.Dispersion graphs and tables are presented to visualize the numerical findings pertaining to various system parameters,including the nonlocal parameter,magnetic flux,Knudsen number,and viscous factor. 展开更多
关键词 Horn-shaped carbon nanotubes Dynamic stability haar wavelet method Pulsating nanoflow Nonlocal parameter Knudsen number(KN) Viscous fluid
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BLIND SYMBOL RATE ESTIMATION OF SATELLITE COMMUNICATION SIGNAL BY HAAR WAVELET TRANSFORM 被引量:8
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作者 Wang Long Zhang Gengxin Bian Dongming Xie Zhidong Hu Jing 《Journal of Electronics(China)》 2011年第2期198-203,共6页
As the raised cosine shaping filter is often employed in practical satellite communication system,the envelope fluctuation at the symbol transition point is decreased which leads to the failure of the common wavelet a... As the raised cosine shaping filter is often employed in practical satellite communication system,the envelope fluctuation at the symbol transition point is decreased which leads to the failure of the common wavelet algorithm under low SNR.Accordingly,a method of blind symbol rate estimation using signal preprocessing and Haar wavelet is proposed in this paper.Firstly,the effect of filter shaping can be reduced by the signal preprocessing.Then,the optimal scale factor is searched and the signal is processed and analyzed by the Haar wavelet transform.Finally,the symbol rate line is extracted and a nonlinear filter method is inducted for improving the estimation performance.Theoretical analysis and computer simulation show the efficiency of the proposed algorithm under low SNR and small roll-off factor. 展开更多
关键词 haar wavelet Symbol rate PREPROCESSING Blind estimation
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THREE-DIMENSIONAL ANALYSIS OF FUNCTIONALLY GRADED PLATE BASED ON THE HAAR WAVELET METHOD 被引量:2
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作者 Zhang Chun Zhong Zheng 《Acta Mechanica Solida Sinica》 SCIE EI 2007年第2期95-102,共8页
A three-dimensional analysis of a simply-supported functionally graded rectangular plate with an arbitrary distribution of material properties is made using a simple and effective method based on the Haar wavelet. Wit... A three-dimensional analysis of a simply-supported functionally graded rectangular plate with an arbitrary distribution of material properties is made using a simple and effective method based on the Haar wavelet. With good features in treating singularities, Haar series solution converges rapidly for arbitrary distributions, especially for the case where the material properties change rapidly in some regions. Through numerical examples the influences of the ratio of material constants on the top and bottom surfaces and different material gradient distributions on the structural response of the plate to mechanical stimuli are studied. 展开更多
关键词 functionally graded material rectangular plate haar wavelet three-dimensional analysis
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Wireless Transmission Based Image Quality Analysis Using Uni-Level Haar Wavelet Transform 被引量:1
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作者 K. Senthamilselvan Lakshmi Dhevi 《Circuits and Systems》 2016年第8期1816-1821,共6页
This article deals with picture excellence examination by different parameters utilizing uni-level Haar wavelet transmission in excess of remote channel. The quality is analyzed based on power. The goal is towards red... This article deals with picture excellence examination by different parameters utilizing uni-level Haar wavelet transmission in excess of remote channel. The quality is analyzed based on power. The goal is towards reducing absolute power assigned in favour of picture compression and communication, while power in favour of every bit is reserved at prearranged value. Two Power Algorithms were presented. The greatest iterative power control calculation and Minimum Power Adaptation Algorithm (MPAA) are proposed. Those algorithms methodology was utilized for improving the aggregate power dispensed for multimedia such as picture because of input compression and transmission focus towards a settled bit source mutilation. Simulations were performed utilizing Haar wavelet than Additive White Gaussian Ration (AWGN) channel. Different picture excellence parameters, for example, Peak Signal to Noise Ratio (PSNR), M-Normalized Cross-Correla- tion, Average Difference;Structural Content parameters, for example, Maximum Difference, Normalized Absolute Error, Elapsed Time, CPU time, demonstrate a improved presentation with MPAA, Maximum Power Adaptation Algorithms (MAPAA) instead of Conventional Power Adaptation Algorithm (CPAA). 展开更多
关键词 Uni-Level haar wavelet Maximum Minimum Additive White Gaussian Ration (AWGN) Minimum Power Adaptation Algorithm (MPAA) Maximum Power Adaptation Algorithms (MAPAA) Conventional Power Adaptation Algorithm (CPAA)
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Phase-domain blind estimation of symbol duration based on Haar wavelet transform
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作者 Zhenmiao Deng Yu Liu 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2010年第3期375-381,共7页
A phase-domain blind estimator of symbol duration based on Haar wavelet transform(HWT) is proposed.It can estimate the symbol duration of phase modulated signals,such as M-ary phase-shift keying(MPSK) signals and ... A phase-domain blind estimator of symbol duration based on Haar wavelet transform(HWT) is proposed.It can estimate the symbol duration of phase modulated signals,such as M-ary phase-shift keying(MPSK) signals and polyphase coded signals.The closed form of the spectrum of HWT is derived.Theoretical analysis shows the frequency of the first spectral peak is equal to the symbol rate,which is the reciprocal of symbol duration.Thus the symbol duration can be extracted from the spectrum.Subsequently,the optimum wavelet scale is determined according to the maximum output signal to noise ratio(OSNR) criterion.MAT-LAB simulations show that this algorithm can blindly estimate the symbol duration without any prior knowledge.This estimator need not estimate the carrier frequency and has the characteristics of low computation complexity and high accuracy. 展开更多
关键词 symbol duration M-ary phase-shift keying(MPSK) polyphase coded signal haar wavelet.
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An Improved r-Adaptive Galerkin Boundary Element Method Based on Unbalanced Haar Wavelets
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作者 WANG Tao,CAO Yanchuang,XIAO Jinyou,ZHANG Duo College of Astronautics,Northwestern Polytechnical University,Xi’an 710072,Shaanxi,China 《Wuhan University Journal of Natural Sciences》 CAS 2010年第6期488-494,共7页
An r-adaptive boundary element method(BEM) based on unbalanced Haar wavelets(UBHWs) is developed for solving 2D Laplace equations in which the Galerkin method is used to discretize boundary integral equations.To a... An r-adaptive boundary element method(BEM) based on unbalanced Haar wavelets(UBHWs) is developed for solving 2D Laplace equations in which the Galerkin method is used to discretize boundary integral equations.To accelerate the convergence of the adaptive process,the grading function and optimization iteration methods are successively employed.Numerical results of two representative examples clearly show that,first,the combined iteration method can accelerate the convergence;moreover,by using UBHWs,the memory usage for storing the system matrix of the r-adaptive BEM can be reduced by a factor of about 100 for problems with more than 15 thousand unknowns,while the error and convergence property of the original BEM can be retained. 展开更多
关键词 r-adaptive unbalanced haar wavelets Galerkin boundary element method(BEM) sparse matrix
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Least square method based on Haar wavelet to solve multi-dimensional stochastic Ito-Volterra integral equations
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作者 JIANG Guo KE Ting DENG Meng-ting 《Applied Mathematics(A Journal of Chinese Universities)》 SCIE CSCD 2023年第4期591-603,共13页
This paper proposes a method combining blue the Haar wavelet and the least square to solve the multi-dimensional stochastic Ito-Volterra integral equation.This approach is to transform stochastic integral equations in... This paper proposes a method combining blue the Haar wavelet and the least square to solve the multi-dimensional stochastic Ito-Volterra integral equation.This approach is to transform stochastic integral equations into a system of algebraic equations.Meanwhile,the error analysis is proven.Finally,the effectiveness of the approach is verified by two numerical examples. 展开更多
关键词 least squares method haar wavelet Ito-Volterra integral equations integration operational matrix.
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Efficient Numerical Scheme for the Solution of HIV Infection CD4^(+)T-Cells Using Haar Wavelet Technique
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作者 Rohul Amin Suayip Yuzbasi Shah Nazir 《Computer Modeling in Engineering & Sciences》 SCIE EI 2022年第5期639-653,共15页
In this paper,Haar collocation algorithmis developed for the solution of first-order ofHIV infection CD4^(+)T-Cells model.In this technique,the derivative in the nonlinear model is approximated by utilizing Haar funct... In this paper,Haar collocation algorithmis developed for the solution of first-order ofHIV infection CD4^(+)T-Cells model.In this technique,the derivative in the nonlinear model is approximated by utilizing Haar functions.The value of the unknown function is obtained by the process of integration.Error estimation is also discussed,which aims to reduce the error of numerical solutions.The numerical results show that the method is simply applicable.The results are compared with Runge-Kutta technique,Bessel collocation technique,LADM-Pade and Galerkin technique available in the literature.The results show that the Haar technique is easy,precise and effective. 展开更多
关键词 System of nonlinear differential equations HIV infection of CD4^(+)T-cells Broyden method haar wavelet residual error estimation
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A novel Haar wavelet-based precoded BPSK-OFDM system with reduced PAPR
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作者 黄新林 Wang Gang +1 位作者 Liao Quanrui Sun Qingquan 《High Technology Letters》 EI CAS 2011年第1期25-31,共7页
The performance of OFDM systems may be degraded when intersymbol interference (ISI) channels have spectral nulls. Recently, the precoded OFDM was proposed to combat this problem. However, due to inserting (M- K) z... The performance of OFDM systems may be degraded when intersymbol interference (ISI) channels have spectral nulls. Recently, the precoded OFDM was proposed to combat this problem. However, due to inserting (M- K) zeros between each two sets of K consecutive information symbols, the average transmitting power of the precoded OFDM system reduces by 10log10(M/K) dB compared with the conventional OFDM system. Under the same points inverse fast Fourier transformation (IFFF), the precoded OFDM system has a higher peak-to-average power ratio (PAPR) compared with the conventional OFDM system. This paper proposes a novel precoded BPSK-OFDM system based on Haar wavelet transformation. The Haar wavelet transformation operating decomposition over the vector information symbols produced by a precoder shows that half of the information symbols are zeros and the rest are either √2- or √2. Then, we have the peak power and PAPR reduced by 10log1002=3dB at most compared with the precoded OFDM system. Finally, we compare PAPR of the proposed OFDM system with the precoded OFDM and the conventional OFDM system. 展开更多
关键词 peak-to-average power ratio (PAPR) haar wavelet BPSK precoded OFDM.
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An Implementation of Haar Wavelet Based Method for Numerical Treatment of Time-fractional Schrdinger and Coupled Schrdinger Systems 被引量:1
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作者 Najeeb Alam Khan Tooba Hameed 《IEEE/CAA Journal of Automatica Sinica》 SCIE EI CSCD 2019年第1期177-187,共11页
The objective of this paper is to solve the timefractional Schr¨odinger and coupled Schr¨odinger differential equations(TFSE) with appropriate initial conditions by using the Haar wavelet approximation. For ... The objective of this paper is to solve the timefractional Schr¨odinger and coupled Schr¨odinger differential equations(TFSE) with appropriate initial conditions by using the Haar wavelet approximation. For the most part, this endeavor is made to enlarge the pertinence of the Haar wavelet method to solve a coupled system of time-fractional partial differential equations. As a general rule, piecewise constant approximation of a function at different resolutions is presentational characteristic of Haar wavelet method through which it converts the differential equation into the Sylvester equation that can be further simplified easily. Study of the TFSE is theoretical and experimental research and it also helps in the development of automation science,physics, and engineering as well. Illustratively, several test problems are discussed to draw an effective conclusion, supported by the graphical and tabulated results of included examples, to reveal the proficiency and adaptability of the method. 展开更多
关键词 FRACTIONAL CALCULUS haar waveletS OPERATIONAL matrix waveletS
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Haar Wavelet Quasilinearization Approach for Solving Nonlinear Boundary Value Problems
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作者 Harpreet Kaur R.C. Mittal Vinod Mishra 《American Journal of Computational Mathematics》 2011年第3期176-182,共7页
Objective of our paper is to present the Haar wavelet based solutions of boundary value problems by Haar collocation method and utilizing Quasilinearization technique to resolve quadratic nonlinearity in y. More accur... Objective of our paper is to present the Haar wavelet based solutions of boundary value problems by Haar collocation method and utilizing Quasilinearization technique to resolve quadratic nonlinearity in y. More accurate solutions are obtained by wavelet decomposition in the form of a multiresolution analysis of the function which represents solution of boundary value problems. Through this analysis, solutions are found on the coarse grid points and refined towards higher accuracy by increasing the level of the Haar wavelets. A distinctive feature of the proposed method is its simplicity and applicability for a variety of boundary conditions. Numerical tests are performed to check the applicability and efficiency. C++ program is developed to find the wavelet solution. 展开更多
关键词 haar waveletS QUASILINEARIZATION Technique haar COLLOCATION Method BOUNDARY Value Problems
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基于Haar小波变换和扩张卷积的遥感小目标检测算法
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作者 胡佳豪 李艳 +2 位作者 程志远 彭子芊 卢亚洲 《光子学报》 北大核心 2025年第10期139-151,共13页
针对遥感图像中目标尺寸过小、目标聚集、背景复杂从而导致小目标检测精度较低的问题,提出一种基于Haar小波变换和扩张卷积的遥感小目标检测算法RSSHD。首先,提出了多通道融合下采样模块(Multi-Channel Fusion Downsampling Module,MFD... 针对遥感图像中目标尺寸过小、目标聚集、背景复杂从而导致小目标检测精度较低的问题,提出一种基于Haar小波变换和扩张卷积的遥感小目标检测算法RSSHD。首先,提出了多通道融合下采样模块(Multi-Channel Fusion Downsampling Module,MFDM),通过多种方式并行处理输入特征图,缓解下采样过程中微小目标特征的丢失,并使模型能够保留更多的图像细节特征。其次,设计了感受野增强特征提取模块(Receptive Field Enhanced Feature Extraction Module,RFEM),扩大模型的感受野,捕获特征图的多尺度上下文信息,增强特征提取能力,提升目标检测的整体性能。最后,针对遥感目标的尺寸特点,设计了微型、小型、中型三种小目标检测头,增强模型对小目标的敏感度。实验结果表明,RSSHD在AI-TOD和USOD数据集上的mAP50分别达到了0.656和0.89,且模型参数量仅为4.6 M,综合性能优于主流的遥感图像小目标检测算法,适用于精度和计算资源受限的应用场景。 展开更多
关键词 遥感图像 haar小波变换 扩张卷积 特征提取 小目标检测
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基于Haar小波变换的图像插值IP核的设计与优化
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作者 佘榕榕 胡兴元 +1 位作者 姜继兴 钱慧 《中国集成电路》 2025年第10期25-29,34,共6页
本文基于经典的Haar小波变换的图像插值算法,完成了一个基于Haar小波变换的图像插值IP核设计,并在Zynq7020平台设计了一种能够实时实现图像插值的系统。针对基于Haar小波变换的图像插值算法存在的计算复杂度高、数据存储量大的问题,本... 本文基于经典的Haar小波变换的图像插值算法,完成了一个基于Haar小波变换的图像插值IP核设计,并在Zynq7020平台设计了一种能够实时实现图像插值的系统。针对基于Haar小波变换的图像插值算法存在的计算复杂度高、数据存储量大的问题,本文结合查找表法以及数据流奇偶交替变换这两种优化策略来设计图像插值IP核。实验结果表明,当系统时钟为250MHz时,将分辨率为960×540的图像上采样至3840×2160仅需0.124s。 展开更多
关键词 图像插值 haar小波变换 算法加速 实时系统
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基于Haar小波的城轨电压辨识与储能控制方法研究
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作者 李春成 《现代城市轨道交通》 2025年第7期55-61,共7页
针对城市轨道交通牵引配电网电压波动及储能系统效率低下问题,提出一种基于5阶Haar小波变换的母线电压特征识别方法。该方法通过Haar小波分解提取母线电压低频分量,构建储能系统启动与停止阈值判断机制,有效抑制电压波动引发的储能系统... 针对城市轨道交通牵引配电网电压波动及储能系统效率低下问题,提出一种基于5阶Haar小波变换的母线电压特征识别方法。该方法通过Haar小波分解提取母线电压低频分量,构建储能系统启动与停止阈值判断机制,有效抑制电压波动引发的储能系统频繁启停现象。仿真结果表明,相较于传统控制策略,所提方案可降低系统22%以上损耗,并提高储能系统的利用效率。该研究为提升城市轨道交通再生能量的利用效率、优化能量管理策略提供新的研究路径,其通过降低牵引能耗,对促进城市轨道交通行业的可持续发展、实现“双碳”目标具有重要意义。 展开更多
关键词 城市轨道交通 再生能量 haar小波变换 储能系统
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Haar wavelet discretization method for free vibration study of laminated composite beam under generalized boundary conditions 被引量:1
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作者 Sung-Ryol So Hoyong Yun +2 位作者 Yongho Ri Ryongsik O Yong-Il Yun 《Journal of Ocean Engineering and Science》 SCIE 2021年第1期1-11,共11页
Investigation on vibration of laminated composite beam(LCB)is an important issue owing to its wide use as fundamental component.In the present work,we study the free vibration of arbitrarily LCB with generalized elast... Investigation on vibration of laminated composite beam(LCB)is an important issue owing to its wide use as fundamental component.In the present work,we study the free vibration of arbitrarily LCB with generalized elastic boundary condition(BC)by using Haar wavelet discretization method(HWDM).Timoshenko beam theory is utilized to model the free vibration of LCB.The LCB is first split into several segments,and then the displacement for each segment is obtained from the Haar wavelet series and their integral.Hamilton’s principle is applied to construct governing equations and the artificial spring boundary technique is adopted to obtain the general elastic boundary and continuity conditions at two ends of LCB.The vibration characteristics of beam with different fiber orientations and lamina numbers is investigated and its displacements are compared with those in previous works.Numerical results are shown graphically and demonstrate the validation of our method. 展开更多
关键词 Laminated beam haar wavelet discretization method Elastic boundary condition Free vibration Artificial spring boundary technique
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Haar小波下采样优化YOLOv9的道路车辆和行人检测 被引量:17
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作者 李琳 靳志鑫 +1 位作者 俞晓磊 王安红 《计算机工程与应用》 CSCD 北大核心 2024年第20期207-214,共8页
在当前智能化、信息化的大背景下,为了实现无人驾驶模式复杂环境中智能收集道路的行人和车辆目标,提出了一种基于Haar小波下采样(Haar wavelet downsampling,HWD)的YOLOv9算法(HWD_YOLOv9)用于车辆与行人目标检测。Haar小波的下采样操作... 在当前智能化、信息化的大背景下,为了实现无人驾驶模式复杂环境中智能收集道路的行人和车辆目标,提出了一种基于Haar小波下采样(Haar wavelet downsampling,HWD)的YOLOv9算法(HWD_YOLOv9)用于车辆与行人目标检测。Haar小波的下采样操作,降低特征图的空间分辨率,尽可能保留了边缘、纹路等细节信息,有效降低了信息的不确定性。采用交叉熵损失和广义骰子损失之和作为网络的损失函数,可以有效地度量概率分布之间的差异,且逐像素进行骰子损失计算,便于优化网络。实验结果显示,在KITTY数据集上,所提模型的平均精度均值达到了95.86%,检测帧率达到了179 FPS。与YOLOv9相比,改进后的算法能够精确地识别出复杂道路上不同尺度的车辆与行人,改善了原检测算法中的计算容量的冗余和小目标的漏检问题,为智能化的无人驾驶提供了视觉技术支持。 展开更多
关键词 小目标检测 车辆行人 YOLOv9 深度学习 haar小波下采样
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People Recognition by RGB and NIR Analysis from Digital Image Database Using Cross-Correlation and Wavelets
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作者 David Martínez-Martínez Yedid Erandini Niño-Membrillo +3 位作者 José Francisco Solís-Villarreal Oscar Espinoza-Ortega Lizbeth Sandoval-Juárez Francisco Javier Núñez-García 《Engineering(科研)》 2024年第10期353-359,共7页
This document presents a framework for recognizing people by palm vein distribution analysis using cross-correlation based signatures to obtain descriptors. Haar wavelets are useful in reducing the number of features ... This document presents a framework for recognizing people by palm vein distribution analysis using cross-correlation based signatures to obtain descriptors. Haar wavelets are useful in reducing the number of features while maintaining high recognition rates. This experiment achieved 97.5% of individuals classified correctly with two levels of Haar wavelets. This study used twelve-version of RGB and NIR (near infrared) wavelength images per individual. One hundred people were studied;therefore 4,800 instances compose the complete database. A Multilayer Perceptron (MLP) was trained to improve the recognition rate in a k-fold cross-validation test with k = 10. Classification results using MLP neural network were obtained using Weka (open source machine learning software). 展开更多
关键词 Palm Vein Recognition CROSS-CORRELATION haar wavelets Multilayer Perceptron
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Complete quantum circuit of Haar wavelet based MRA 被引量:5
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作者 HE Yuguo1,2 & SUN Jigui1,3 1. College of Computer Science and Technology, Jilin University, Changchun 130012, China 2. Department of Computer Science and Engineering, Beijing Institute of Technology, Beijing 100081, China 3. Key Laboratory of Computation and Knowledge Engineering of Min-istry of Education, Jilin University, Changchun 130012, China 《Chinese Science Bulletin》 SCIE EI CAS 2005年第16期1796-1798,共3页
Wavelet analysis has applications in many ar- eas, such as signal analysis and image processing. We pro- pose a method for generating the complete circuit of Haar wavelet based MRA by factoring butterfly matrices and ... Wavelet analysis has applications in many ar- eas, such as signal analysis and image processing. We pro- pose a method for generating the complete circuit of Haar wavelet based MRA by factoring butterfly matrices and con- ditional perfect shuffle permutation matrices. The factoriza- tion of butterfly matrices is the essential part of the design. As a result, it is the key point to obtain the circuits of I 2t ⊕ W ⊕ I 2n ? 2t ?2. In this paper, we use a simple means to de- velop quantum circuits for this kind of matrices. Similarly, the conditional permutation matrix is implemented entirely, combined with the scheme of Fijany and Williams. The cir- cuits and the ideas adopted in the design are simple and in- telligible. 展开更多
关键词 量子计算 量子算法 量子电路 haar微波 MRA
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基于Haar小波变换的重力场方向性适配区选取方法 被引量:2
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作者 徐辰龙 黄玉龙 +3 位作者 王钊 张嗣卿 任俊 张勇刚 《中国惯性技术学报》 EI CSCD 北大核心 2024年第9期907-917,共11页
水下重力场适配区的选取在重力匹配导航系统中起着至关重要的作用,传统适配区选取方法通常以重力场区域统计特性作为评价标准,而存在对方向适配性特征描述不准确的问题,在适配区中往往存在某一航向轨迹的匹配精度大幅下降的情况。针对... 水下重力场适配区的选取在重力匹配导航系统中起着至关重要的作用,传统适配区选取方法通常以重力场区域统计特性作为评价标准,而存在对方向适配性特征描述不准确的问题,在适配区中往往存在某一航向轨迹的匹配精度大幅下降的情况。针对此问题,提出一种基于Haar小波变换的方向性适配区选取方法,将小波变换后得到的高频信息图进行再组合,从而得到针对于任意指定航向的重力高频信息图。通过对某一海域的船载重力数据进行实验验证,基于所提方法可以根据当前航向选取出更具有针对性的适配区域,适配区内匹配率提升6.3%。所提出的方法不仅解决了现有适配区选取方法对方向适配性描述不准确的局限性,而且为潜航器选择以何种航向进入适配区起到了指导性作用。 展开更多
关键词 重力场方向适配性 haar小波变换 权重函数 重力匹配导航
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基于Haar小波的矿用减速器振动测试与分析 被引量:2
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作者 王宁宁 岳东 范智海 《机械管理开发》 2024年第9期83-84,87,共3页
基于Haar小波去噪方法,对减速器振动测试信号滤除噪声,降噪后对时域信号进行快速傅里叶变换,从时域和频域两个方面对减速器的运行状态进行分析诊断。以某矿用减速器为研究对象,在其检修环节使用所述方法检测各原部件损伤情况。
关键词 减速器 振动测试 haar小波降噪 诊断
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