共查询到20条相似文献,搜索用时 15 毫秒
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为了提高信号重建的精度以及稀疏度适用范围,提出了一种新的测量矩阵优化方法,减小测量矩阵和稀疏变换矩阵的相关性。首先,由测量矩阵和稀疏变换矩阵的乘积构造Gram矩阵;根据Gram矩阵的维数,计算互相关函数的下确界即Welch界;其次,由Welch界确定阈值,收缩Gram矩阵中大于阈值的非对角元;然后,由新得的Gram矩阵和稀疏变换矩阵反解出测量矩阵,迭代更新,从而达到减小相关性,优化测量矩阵的目的。实验结果表明:依据Welch界优化测量矩阵,能快速降低压缩感知矩阵相关性的最大值,提高OMP算法的性能,例如在误差率为10-0.9时,原高斯随机矩阵需要23个观测值,算法优化后只需16个观测值,相对于Elad、Zhao等观测矩阵优化方法,文中提出的算法具有更小的重构误差,性能和稳定性也略有提升。 相似文献
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压缩测量矩阵的构造是压缩感知的核心工作之一.循环矩阵由于其对应离散卷积且具有快速算法被广泛应用于压缩测量矩阵.本文力图将混沌的优点和循环矩阵的优点相结合,提出基于混沌序列的循环压缩测量矩阵.混沌循环测量矩阵元素的产生仅需要利用混沌的内在确定性,即利用混沌映射公式、初始值以及一定的采样间隔就可以产生独立同分布的随机序列;同时混沌序列的外在随机性可以满足压缩测量矩阵对随机性的要求.本文给出了使用Cat混沌映射时混沌循环测量矩阵的构造方法,以及该矩阵RIPless特性的检验.研究了采用构造的混沌循环测量矩阵对一维和二维信号进行压缩测量的效果,并与采用传统的循环测量矩阵的效果进行了比较.结果表明,混沌循环测量矩阵对于一维和二维信号都具有很好的恢复效果,且对二维信号的恢复性能要优于已有的循环矩阵.从相图角度分析了混沌循环测量矩阵优于已有的循环矩阵的机理,指出混沌的内在确定性和外在随机性的有机结合是所构造的混沌循环测量矩阵性能优于传统的循环矩阵的本质性原因. 相似文献
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Tan EL 《The Journal of the Acoustical Society of America》2006,119(1):45-53
This paper presents the hybrid compliance-stiffness matrix method for stable analysis of elastic wave propagation in multilayered anisotropic media. The method utilizes the hybrid matrix of each layer in a recursive algorithm to deduce the stack hybrid matrix for a multilayered structure. Like the stiffness matrix method, the hybrid matrix method is able to eliminate the numerical instability of transfer matrix method. By operating with total stresses and displacements, it also preserves the convenience for incorporating imperfect or perfect interfaces. However, unlike the stiffness matrix, the hybrid matrix remains to be well-conditioned and accurate even for zero or small thicknesses. The stability of hybrid matrix method has been demonstrated by the numerical results of reflection and transmission coefficients. These results have been determined efficiently based on the surface hybrid matrix method involving only a subset of hybrid submatrices. In conjunction with the recursive asymptotic method, the hybrid matrix method is self-sufficient without hybrid asymptotic method and may achieve low error level over a wide range of sublayer thickness or the number of recursive operations. 相似文献
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E.A.G. Armour 《Molecular physics》2013,111(1):163-179
The lowest eigenvalue of a real nearly-symmetric matrix is expressed as a perturbation series in terms of the eigenvalues of the symmetric part and the matrix elements of the skew-symmetric part. It is shown that the resulting series is closely related to the perturbation series for the lowest eigenvalue of a related hermitian matrix. This enables the behaviour of the lowest eigenvalue of a nearly symmetric matrix as the dimension of the matrix is increased to be deduced from the behaviour of the lowest eigenvalue of a hermitian matrix. This is of considerable importance as the behaviour of the lowest eigenvalue of a hermitian matrix as the dimension of the matrix is increased can be much more readily established. A possible application to Boys' transcorrelated method of calculating atomic and molecular energies is suggested. 相似文献
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针对低对比度、低信噪比等复杂环境下运动目标检测失检率较高的问题,提出了基于稳定性主成分寻踪的运动目标偏振成像检测方法。首先将预处理后的连续帧偏振图像组合成一个矩阵,依据帧间图像信息相关性,建立了稳定性主成分寻踪数学模型,将该矩阵分解成低秩、稀疏,噪声三部分,其中稀疏矩阵包含了帧间目标信息;再以低秩矩阵核范数与稀疏矩阵1范数的和为目标函数,利用增广拉格朗日乘子法求得目标函数值最小时的稀疏矩阵;最后采用马尔科夫随机场滤除稀疏矩阵中的噪声。实验结果表明,该方法对复杂环境有很好的适应能力,且检测准确率优于其他算法。 相似文献
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Theoretical results of the use of a Mueller matrix to characterize a one-dimensional rough perfectly reflecting, single-scattering surface in a conical configuration are presented. The conical Mueller matrix (CMM) is derived from the known Mueller matrix of this kind of surface in the plane of incidence [the plane Mueller matrix (PMM)]. The key argument is that, as the PMM is considered to be a Mueller-Jones matrix, an appropriate rotation of the complex amplitude matrix provides the conic Mueller matrix. 相似文献
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针对时延估计问题中压缩感知类算法现有测量矩阵需要大量数据存储量的问题,提出了一种基于渐进添边的准循环压缩感知时延估计算法,实现了稀疏测量矩阵条件下接收信号时延的准确估计.该算法首先建立压缩感知与最大似然译码之间的理论桥梁,然后推导基于低密度奇偶校验码的测量矩阵的设计准则,引入渐进添边的思想构造具有准循环结构的稀疏测量矩阵,最后利用正交匹配追踪算法正确估计出时延.对本文算法的计算复杂度与测量矩阵的数据存储量进行理论分析.仿真结果表明,所提算法在测量矩阵维数相同的条件下正确重构概率高于高斯随机矩阵和随机奇偶校验测量矩阵,相比于随机奇偶校验矩阵,在数据存储量相等的条件下,以较少的计算复杂度代价得到了重构概率的较大提高. 相似文献
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基于529单元自适应光学(AO)系统,分析了变形镜到哈特曼波前传感器的斜率响应矩阵的稀疏特性、波前复原中迭代矩阵的稀疏特性.在变形镜驱动器间距不变的条件下,研究了驱动器交连值对斜率响应矩阵稀疏度、迭代矩阵稀疏度以及AO系统校正能力的影响.研究表明,斜率响应矩阵和迭代矩阵的稀疏度随交连值的增大而减小;交连值过大或者过小都会影响AO系统的稳定性和校正能力.最后,综合斜率响应矩阵和迭代矩阵的稀疏度、系统稳定性和校正能力,给出了交连值的合理取值范围. 相似文献
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An analysis is presented for the free vibration of a simply supported non-circular cylindrical shell with longitudinal interior partitions. For this purpose, the governing equations of vibration of a non-circular cylindrical shell including a plate as special case are written in a matrix differential equation by using the transfer matrix in the circumferential direction. Once the matrix has been determined, the entire structure matrix is obtained by the product of the transfer matrix of the shell and the point matrix at the joint of the structure matrix. The method is applied to approximately elliptical cylindrical shells with an interior plate, and the natural frequencies and the mode shapes of vibration are calculated numerically, giving the results. 相似文献
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An optimal algorithm for single-mode close-loop excitation in shallow water is presented.By analyzing the covariance of estimation value of Green’s function matrix,an optimal source array weights matrix is presented to estimate Green’s function matrix.The weights matrix is a unitary matrix,and absolute values of the matrix elements are equal. Algorithm based on the weights matrix makes single-mode excitation converge at maximum speed and be steady.Advantages of the algorithm are confirmed by numerical simulations. Finally,results of shallow water experiment are presented,and the energy ratio of single mode is higher than 97 percent. 相似文献
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On Universality for Orthogonal Ensembles of Random Matrices 总被引:1,自引:0,他引:1
M. Shcherbina 《Communications in Mathematical Physics》2009,285(3):957-974
We prove universality of local eigenvalue statistics in the bulk of the spectrum for orthogonal invariant matrix models with
real analytic potentials with one interval limiting spectrum. Our starting point is the Tracy-Widom formula for the matrix
reproducing kernel. The key idea of the proof is to represent the differentiation operator matrix written in the basis of
orthogonal polynomials as a product of a positive Toeplitz matrix and a two diagonal skew symmetric Toeplitz matrix. 相似文献
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Several matrix methods have been developed for studying polarization properties of light. Jones was the first to apply the matrix method to the study of polarization optics. In Jones matrix formalism the polarized wave field is represented by 2-element column matrix known as Jones Vector and the polarization device encountered by light is represented by a 2×2 matrix, known as the characteristic Jones matrix of the device. Mueller introduced a new matrix method where the wave field is represented by a 4-dimensional vector. The elements of the vector are the Stokes parameters of the beam. In Mueller matrix formalism the optical device is represented by a 4×4 real matrix known as ‘Mueller Matrix’ of the device. The use of coherency matrix also proves to the useful in the study of partially polarized light. Pauli spin matrices have been used to unify the different matrix treatments of polarization optical phenomena. The present article is an attempt to unify the analysis of polarization phenomena using Dirac matrices used by Dirac in quantum mechanics. We have however redefined the set of Dirac matrices in terms of the Kronecher product of Pauli spin matrices. 相似文献
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The rotation matrix and the Cabibbo–Kobayashi–Maskawa (CKM) matrix are discussed. The CKM matrix is viewed as the rotation
matrix in Euler angles with pitch–roll–yaw convention for the angles and as the angle–axis representation of the rotation
matrix. A comparison of the exponential parameterisation of the CKM matrix with the matrix exponent generator of the space
rotations is made. How to account for the CP violating phase in CKM and the O(3) rotation matrix in the angle–axis form is
discussed in the context of such a view of the mixing matrix. The generation of the new parameterisations of the CKM matrix
in an exponential form with distinguished CP violating part is demonstrated. 相似文献
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TN Ruckmongathan 《Pramana》1999,53(1):199-212
Liquid crystal displays had a humble beginning with wrist watches in the seventies. Continued research and development in
this multi-disciplinary field have resulted in displays with increased size and complexity. After three decades of growth
in performance, LCDs now offer a formidable challenge to the cathode ray tubes (CRT).
A major contribution to the growth of LCD technology has come from the developments in addressing techniques used for driving
matrix LCDs. There are several approaches like passive matrix addressing, active matrix addressing and plasma addressing to
drive a matrix display.
Passive matrix LCD has a simple construction and uses the intrinsic non-linear characteristic of the LCD for driving. Departure
from conventional line by line addressing of a passive matrix has resulted in improved performance of the display. Orthogonal
functions have played a crucial role in the development of passive matrix addressing. Simple orthogonal functions that are
useful for driving a matrix LCD are introduced. The basics of driving several rows simultaneously (multi-line addressing)
are discussed by drawing analogies from multiplexing in communication. The impact of multi-line addressing techniques on the
performance of the passive matrix LCDs in comparison with the conventional technique will be discussed. 相似文献
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R. Murgan 《Fortschritte der Physik》2009,57(9):895-904
In this note, we perform Sklyanin's construction of commuting open‐chain/boundary transfer matrices to the q‐deformed SU(2|2) bulk S‐matrix of Beisert and Koroteev and a corresponding boundary S‐matrix. This also includes a corresponding commuting transfer matrix using the graded version of the q‐deformed bulk S‐matrix. Utilizing the crossing property for the bulk S‐matrix, we argue that the transfer matrix for both graded and non‐graded versions contains a crucial factor which is essential for commutativity. 相似文献