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协作多小区大规模MIMO系统中基于协方差的活跃设备检测
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作者 王子岳 刘亚锋 王兆瑞 《移动通信》 2025年第1期122-129,共8页
聚焦于多小区大规模多输入多输出(MIMO,Multiple-Input Multiple-Output)系统中基于协方差的活跃设备检测问题。在该系统中,活跃设备向多个基站传输其导频序列,基站根据接收到的信号协作地检测活跃设备。在单小区场景下,基于协方差的活... 聚焦于多小区大规模多输入多输出(MIMO,Multiple-Input Multiple-Output)系统中基于协方差的活跃设备检测问题。在该系统中,活跃设备向多个基站传输其导频序列,基站根据接收到的信号协作地检测活跃设备。在单小区场景下,基于协方差的活跃设备检测模型的尺度定律(Scaling Law)已在文献中得到广泛分析,旨在分析基于协方差的活跃设备检测模型在多小区大规模MIMO系统中的尺度定律。具体来说,在衰落信道的路径损耗指数γ>2的情况下,建立了多小区系统中的二次尺度定律。这一结果表明,在多小区大规模MIMO系统中,当天线数趋于无穷大时,每个小区能够正确检测出的活跃设备数量的最大值随导频序列的长度呈二次方增长,且随着小区数量呈对数减少。此外,除了分析由球面上均匀分布生成的导频序列的尺度定律,还建立了由有限字母表生成的导频序列的尺度定律,这类序列更易于生成和存储。最后,提出了两种高效的加速坐标下降(CD,Coordinate Descent)算法来求解活跃设备检测问题,它们都具有收敛性保证。第一种算法通过非精确坐标更新策略来降低CD算法的复杂度;第二种算法利用积极集选择策略避免了CD算法中不必要的计算。仿真结果表明,所提出的算法在计算效率和检测错误概率方面表现出色。 展开更多
关键词 加速坐标下降算法 协作活跃设备检测 大规模随机接入 多小区大规模多输入多输出 尺度定律分析 导频序列
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Some Modified Equations of the Sine-Hilbert Type
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作者 闫铃娟 刘亚杰 胡星标 《Chinese Physics Letters》 SCIE EI CAS CSCD 2024年第4期1-6,共6页
Three modified sine-Hilbert(sH)-type equations, i.e., the modified sH equation, the modified damped sH equation, and the modified nonlinear dissipative system, are proposed, and their bilinear forms are provided.Based... Three modified sine-Hilbert(sH)-type equations, i.e., the modified sH equation, the modified damped sH equation, and the modified nonlinear dissipative system, are proposed, and their bilinear forms are provided.Based on these bilinear equations, some exact solutions to the three modified equations are derived. 展开更多
关键词 BILINEAR EQUATIONS EQUATION
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复杂约束条件下的无线资源优化:AI视角下的方法和洞察
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作者 李洋 徐凡 +1 位作者 张纵辉 刘亚锋 《移动通信》 2024年第7期73-79,共7页
针对无线资源优化问题中普遍存在的复杂约束条件,详细梳理了各种基于AI的优化方法。尽管现有基于AI的优化方法在各种功率分配和波束赋形设计问题上取得了巨大成功,但大多数方法考虑的问题都仅仅配备较为简单的约束条件(例如功率预算约... 针对无线资源优化问题中普遍存在的复杂约束条件,详细梳理了各种基于AI的优化方法。尽管现有基于AI的优化方法在各种功率分配和波束赋形设计问题上取得了巨大成功,但大多数方法考虑的问题都仅仅配备较为简单的约束条件(例如功率预算约束条件),这些约束条件可以通过简单的投影操作得到满足。然而,对于更为复杂的约束条件,例如非凸的服务质量约束条件,其优化变量和无线信道通常是耦合的,如何有效处理非凸耦合的约束条件仍然是一个较大挑战。针对复杂约束条件下的无线资源优化问题,将现有基于AI的优化方法分为三类:监督学习方法、惩罚学习方法和拉格朗日对偶方法,并对这三类方法的适用性和不足作了细致的分析。最后,提出了一种基于增广拉格朗日法的惩罚-对偶学习框架,通过交替训练两个独立的神经网络,分别用以推断原问题的解和相应的拉格朗日乘子。此外,将所提出的惩罚-对偶学习框架应用于两个典型的无线资源优化问题上,并通过仿真实验表明,所提出的惩罚-对偶学习框架在约束违反和计算时间方面,分别优于当前最先进的AI和传统优化方法。 展开更多
关键词 无线资源优化 学习优化 非凸优化 惩罚对偶 复杂约束
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基于有限变形单晶塑性滑移的微观热-力耦合模型及其有限元计算 被引量:2
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作者 陈云 崔俊芝 聂玉峰 《固体力学学报》 CAS CSCD 北大核心 2012年第1期32-38,共7页
基于率相关的晶体塑性滑移理论,论文考虑晶体内部塑性变形产生的热以及快速热冲击作用下温度急剧变化产生热应力的热-力双向耦合效应,建立起微观单晶的瞬态热-弹-塑性耦合模型,推导出与温度有关的剪应变率和弹塑性切模量公式.根据论文... 基于率相关的晶体塑性滑移理论,论文考虑晶体内部塑性变形产生的热以及快速热冲击作用下温度急剧变化产生热应力的热-力双向耦合效应,建立起微观单晶的瞬态热-弹-塑性耦合模型,推导出与温度有关的剪应变率和弹塑性切模量公式.根据论文建立的模型,对ABAQUS软件进行二次开发[1],数值模拟出<001>/{100}单晶Cu在单轴拉伸状态下的应力、应变与温度的关系和弹性模量的变化,结果如下:轴向应力随温度升高先呈线性增加再呈非线性减小,轴向应变随温度增加而增加;弹性模量随塑性变形的增加而降低,与分子动力学模拟的趋势[2]是一致的.数值实验表明,论文建立的模型和算法是正确合理的,且计算量远远小于分子动力学模拟. 展开更多
关键词 晶体塑性 热力耦合 有限应变 有限元计算
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Rosseland方程及其均匀化方程的存在性理论 被引量:3
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作者 张乔夫 崔俊芝 《应用数学和力学》 CSCD 北大核心 2012年第12期1487-1502,共16页
给出了带一般增长条件的Rosseland型方程解的整体有界性和存在性.在一个闭凸集中定义一个线性化映射.像集是预紧的且这个映射是连续的,因此存在一个不动点.利用多尺度展开方法可得均匀化方程.这个方程满足类似的增长条件.
关键词 非线性椭圆方程 不动点 混合边值 增长条件 极大正则性 均匀化方程
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求解二维Euler方程有限单元边插值的降维重构算法 被引量:1
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作者 王亚辉 刘伟 +1 位作者 袁礼 杜玉龙 《气体物理》 2019年第3期34-41,共8页
数值求解二维Euler方程的有限体积法(如k-exact,WENO重构、紧致重构等),无一例外地要进行耗时的网格单元上的二维重构.然而这些二维重构最后仅用于确定网格单元边界上高斯积分点处的解值,单元上二维重构似乎并非必需的.因此,文章提出用... 数值求解二维Euler方程的有限体积法(如k-exact,WENO重构、紧致重构等),无一例外地要进行耗时的网格单元上的二维重构.然而这些二维重构最后仅用于确定网格单元边界上高斯积分点处的解值,单元上二维重构似乎并非必需的.因此,文章提出用网格边上的一维重构来取代有限体积法中网格单元上的二维重构,分别在一致矩形网格和非结构三角形网格上发展了基于网格边重构的求解二维Euler方程的新方法,称为降维重构算法.数值算例表明该算法可以计算有强激波的无黏流动问题,且有较高的计算效率. 展开更多
关键词 矩形网格 三角形网格 EULER方程 守恒律 降维重构
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NEGATIVE NORM LEAST-SQUARES METHODS FOR THE INCOMPRESSIBLE MAGNETOHYDRODYNAMIC EQUATIONS 被引量:2
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作者 高少芹 段火元 《Acta Mathematica Scientia》 SCIE CSCD 2008年第3期675-684,共10页
The purpose of this article is to develop and analyze least-squares approximations for the incompressible magnetohydrodynamic equations. The major advantage of the least-squares finite element method is that it is not... The purpose of this article is to develop and analyze least-squares approximations for the incompressible magnetohydrodynamic equations. The major advantage of the least-squares finite element method is that it is not subjected to the so-called Ladyzhenskaya-Babuska-Brezzi (LBB) condition. The authors employ least-squares functionals which involve a discrete inner product which is related to the inner product in H^-1(Ω). 展开更多
关键词 The incompressible MHDs equation negative norm VORTICITY least-squares mixed finite element method
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Prediction on nonlinear mechanical performance of random particulate composites by a statistical second-order reduced multiscale approach 被引量:2
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作者 Zhiqiang Yang Yi Sun +1 位作者 Yizhi Liu Junzhi Cui 《Acta Mechanica Sinica》 SCIE EI CAS CSCD 2021年第4期570-588,I0001,共20页
A novel statistical second-order reduced multiscale(SSRM)approach is established for nonlinear composite materials with random distribution of grains.For these composites considered in this work,the complex microstruc... A novel statistical second-order reduced multiscale(SSRM)approach is established for nonlinear composite materials with random distribution of grains.For these composites considered in this work,the complex microstructure of grains,including their shape,orientation,size,spatial distribution,volume fraction and so on,results in changing of the macroscopic mechanical properties.The first-and second-order unit cell functions based on two-scale asymptotic expressions are constructed at first.Then,the expected homogenized parameters are defined,and the nonlinear homogenization equation on global structure is established,successively.Further,an effective reduced model format for analyzing second-order nonlinear unit cell problem with less computation cost is introduced in detail.Finally,some numerical examples for the materials with varying distribution models are evaluated and compared with the data by theoretical models and experimental results.These examples illustrate that the proposed SSRM approaches are effective for predicting the macroscopic properties of the random composite materials and supply a potential application in actual engineering computation. 展开更多
关键词 SSRM algorithms Reduced order homogenization HOMOGENIZATION Random composites
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Discrete variational principle and first integrals for Lagrange-Maxwell mechanico-electrical systems 被引量:6
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作者 傅景礼 戴桂冬 +1 位作者 萨尔瓦多·希梅尼斯 唐贻发 《Chinese Physics B》 SCIE EI CAS CSCD 2007年第3期570-577,共8页
This paper presents a discrete vaxiational principle and a method to build first-integrals for finite dimensional Lagrange-Maxwell mechanico-electrical systems with nonconservative forces and a dissipation function. T... This paper presents a discrete vaxiational principle and a method to build first-integrals for finite dimensional Lagrange-Maxwell mechanico-electrical systems with nonconservative forces and a dissipation function. The discrete variational principle and the corresponding Euler-Lagrange equations are derived from a discrete action associated to these systems. The first-integrals are obtained by introducing the infinitesimal transformation with respect to the generalized coordinates and electric quantities of the systems. This work also extends discrete Noether symmetries to mechanico-electrical dynamical systems. A practical example is presented to illustrate the results. 展开更多
关键词 DISCRETE variational principle first integral mechanico-electrical systems
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Acoustic Based Crosshole Full Waveform Slowness Inversion in the Time Domain 被引量:2
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作者 Wensheng Zhang Atish Kumar Joardar 《Journal of Applied Mathematics and Physics》 2018年第5期1086-1110,共25页
We develop a new full waveform inversion (FWI) method for slowness with the crosshole data based on the acoustic wave equation in the time domain. The method combines the total variation (TV) regularization with the c... We develop a new full waveform inversion (FWI) method for slowness with the crosshole data based on the acoustic wave equation in the time domain. The method combines the total variation (TV) regularization with the constrained optimization together which can inverse the slowness effectively. One advantage of slowness inversion is that there is no further approximation in the gradient derivation. Moreover, a new algorithm named the skip method for solving the constrained optimization problem is proposed. The TV regularization has good ability to inverse slowness at its discontinuities while the constrained optimization can keep the inversion converging in the right direction. Numerical computations both for noise free data and noisy data show the robustness and effectiveness of our method and good inversion results are yielded. 展开更多
关键词 ACOUSTIC Wave Equation CROSSHOLE Full WAVEFORM INVERSION SLOWNESS BOUND Constraints TV Regularization
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Noether conserved quantities and Lie point symmetries of difference Lagrange-Maxwell equations and lattices 被引量:2
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作者 傅景礼 聂宁明 +4 位作者 黄健飞 Jiménez Salvador 唐贻发 Vzquez Luis 赵维加 《Chinese Physics B》 SCIE EI CAS CSCD 2009年第7期2634-2641,共8页
This paper presents a method to find Noether-type conserved quantities and Lie point symmetries for discrete mechanico-electrical dynamical systems,which leave invuriant the set of solutions of the corresponding diffe... This paper presents a method to find Noether-type conserved quantities and Lie point symmetries for discrete mechanico-electrical dynamical systems,which leave invuriant the set of solutions of the corresponding difference scheme. This approach makes it possible to devise techniques for solving the Lagrange Maxwell equations in differences which correspond to mechanico-electrical systems,by adapting existing differential equations.In particular,it obtains a new systematic method to determine both the one-parameter Lie groups and the discrete Noether conserved quantities of Lie point symmetries for mechanico-electrical systems.As an application,it obtains the Lie point symmetries and the conserved quantities for the difference equation of a model that represents a capacitor microphone. 展开更多
关键词 Lagrange Maxwell equation Lie point symmetry discrete mechanico-electrical system conserved quantity
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HYBRID REGULARIZED CONE-BEAM RECONSTRUCTION FOR AXIALLY SYMMETRIC OBJECT TOMOGRAPHY
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作者 Xinge LI Suhua WEI +1 位作者 Haibo XU Chong CHEN 《Acta Mathematica Scientia》 SCIE CSCD 2022年第1期403-419,共17页
In this paper,we consider 3 D tomographic reconstruction for axially symmetric objects from a single radiograph formed by cone-beam X-rays.All contemporary density reconstruction methods in high-energy X-ray radiograp... In this paper,we consider 3 D tomographic reconstruction for axially symmetric objects from a single radiograph formed by cone-beam X-rays.All contemporary density reconstruction methods in high-energy X-ray radiography are based on the assumption that the cone beam can be treated as fan beams located at parallel planes perpendicular to the symmetric axis,so that the density of the whole object can be recovered layer by layer.Considering the relationship between different layers,we undertake the cone-beam global reconstruction to solve the ambiguity effect at the material interfaces of the reconstruction results.In view of the anisotropy of classical discrete total variations,a new discretization of total variation which yields sharp edges and has better isotropy is introduced in our reconstruction model.Furthermore,considering that the object density consists of continually changing parts and jumps,a high-order regularization term is introduced.The final hybrid regularization model is solved using the alternating proximal gradient method,which was recently applied in image processing.Density reconstruction results are presented for simulated radiographs,which shows that the proposed method has led to an improvement in terms of the preservation of edge location. 展开更多
关键词 high-energy X-ray radiography cone-beam global reconstruction inverse problem total variation alternating proximal gradient method
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Explicit K-symplectic methods for nonseparable non-canonical Hamiltonian systems
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作者 朱贝贝 纪伦 +1 位作者 祝爱卿 唐贻发 《Chinese Physics B》 SCIE EI CAS CSCD 2023年第2期60-79,共20页
We propose efficient numerical methods for nonseparable non-canonical Hamiltonian systems which are explicit,K-symplectic in the extended phase space with long time energy conservation properties. They are based on ex... We propose efficient numerical methods for nonseparable non-canonical Hamiltonian systems which are explicit,K-symplectic in the extended phase space with long time energy conservation properties. They are based on extending the original phase space to several copies of the phase space and imposing a mechanical restraint on the copies of the phase space. Explicit K-symplectic methods are constructed for two non-canonical Hamiltonian systems. Numerical tests show that the proposed methods exhibit good numerical performance in preserving the phase orbit and the energy of the system over long time, whereas higher order Runge–Kutta methods do not preserve these properties. Numerical tests also show that the K-symplectic methods exhibit better efficiency than that of the same order implicit symplectic, explicit and implicit symplectic methods for the original nonseparable non-canonical systems. On the other hand, the fourth order K-symplectic method is more efficient than the fourth order Yoshida’s method, the optimized partitioned Runge–Kutta and Runge–Kutta–Nystr ¨om explicit K-symplectic methods for the extended phase space Hamiltonians, but less efficient than the the optimized partitioned Runge–Kutta and Runge–Kutta–Nystr ¨om extended phase space symplectic-like methods with the midpoint permutation. 展开更多
关键词 non-canonical Hamiltonian systems NONSEPARABLE explicit K-symplectic methods splitting method
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Second-order two-scale computations for conductive radiative heat transfer problem in periodic porous materials
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作者 杨志强 崔俊芝 李博文 《Chinese Physics B》 SCIE EI CAS CSCD 2014年第3期91-98,共8页
In this paper, a kind of second-order two-scale (SOTS) computation is developed for conductive-radiative heat trans- fer problem in periodic porous materials. First of all, by the asymptotic expansion of the tempera... In this paper, a kind of second-order two-scale (SOTS) computation is developed for conductive-radiative heat trans- fer problem in periodic porous materials. First of all, by the asymptotic expansion of the temperature field, the cell problem, homogenization problem, and second-order correctors are obtained successively. Then, the corresponding finite element al- gorithms are proposed. Finally, some numerical results are presented and compared with theoretical results. The numerical results of the proposed algorithm conform with those of the FE algorithm well, demonstrating the accuracy of the present method and its potential applications in thermal engineering of porous materials. 展开更多
关键词 second-order two-scale (SOTS) computations periodic porous materials conductive-radiativeheat transfer
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Dynamic thermo-mechanical coupled simulation of statistically inhomogeneous materials by statistical second-order two-scale method
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作者 Zihao Yang Junzhi Cui +2 位作者 Yufeng Nie Zhiqiang Huang Meizhen Xiang 《Acta Mechanica Sinica》 SCIE EI CAS CSCD 2015年第5期762-776,共15页
In this paper,a statistical second-order twoscale(SSOTS) method is developed to simulate the dynamic thcrmo-mechanical performances of the statistically inhomogeneous materials.For this kind of composite material,th... In this paper,a statistical second-order twoscale(SSOTS) method is developed to simulate the dynamic thcrmo-mechanical performances of the statistically inhomogeneous materials.For this kind of composite material,the random distribution characteristics of particles,including the shape,size,orientation,spatial location,and volume fractions,are all considered.Firstly,the repre.sentation for the microscopic configuration of the statistically inhomogeneous materials is described.Secondly,the SSOTS formulation for the dynamic thermo-mechanical coupled problem is proposed in a constructive way,including the cell problems,effective thermal and mechanical parameters,homogenized problems,and the SSOTS formulas of the temperatures,displacements,heat flux densities and stresses.And then the algorithm procedure corresponding to the SSOTS method is brought forward.The numerical results obtained by using the SSOTS algorithm are compared with those by classical methods.In addition,the thermo-mechanical coupling effect is studied by comparing the results of coupled case with those of uncoupled case.It demonstrates that the coupling effect on the temperatures,heat flux densities,displacements,and stresses is very distinct.The results show that the SSOTS method is valid to predict the dynamic thermo-mechanical coupled performances of statistically inhomogeneous materials. 展开更多
关键词 Statistically inhomogeneous materials Dynamic thermo-mechanical coupled performances The SSOTS method The thermo-mechanical coupling effect
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一种新型的高分辨率通量差分裂格式
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作者 胡立军 赵昆磊 袁海专 《计算力学学报》 CAS CSCD 北大核心 2021年第6期810-818,共9页
传统的Roe格式不满足熵条件并且在计算激波问题时会遭遇不同形式的不稳定现象,如慢行激波的波后振荡和红玉(carbuncle)现象。基于Zha-Bilgen对流-压力通量分裂方法,构造一种新型的通量差分裂格式。利用约旦标准型理论,通过添加广义特征... 传统的Roe格式不满足熵条件并且在计算激波问题时会遭遇不同形式的不稳定现象,如慢行激波的波后振荡和红玉(carbuncle)现象。基于Zha-Bilgen对流-压力通量分裂方法,构造一种新型的通量差分裂格式。利用约旦标准型理论,通过添加广义特征向量构造通量差分裂方法来计算对流子系统。压力子系统具有一组完备的线性无关特征向量,因此可以构造传统的通量差分裂格式进行计算。为了提高接触间断的分辨率,利用界面变差下降(BVD)算法来重构对流通量耗散项中的密度差。激波稳定性分析表明,新格式可以有效地衰减数值误差,从而抑制不稳定现象的发生。一系列数值实验证明了本文构造的新型通量差分裂格式比Roe格式具有更高的分辨率和更好的鲁棒性。 展开更多
关键词 可压缩流 通量差分裂格式 Zha-Bilgen分裂方法 界面变差下降算法 高分辨率 鲁棒性
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Dynamic thermo-mechanical coupled response of random particulate composites:A statistical two-scale method
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作者 杨自豪 陈云 +1 位作者 杨志强 马强 《Chinese Physics B》 SCIE EI CAS CSCD 2014年第7期605-616,共12页
This paper focuses on the dynamic thermo-mechanical coupled response of random particulate composite materials. Both the inertia term and coupling term are considered in the dynamic coupled problem. The formulation of... This paper focuses on the dynamic thermo-mechanical coupled response of random particulate composite materials. Both the inertia term and coupling term are considered in the dynamic coupled problem. The formulation of the problem by a statistical second-order two-scale (SSOTS) analysis method and the algorithm procedure based on the finite-element difference method are presented. Numerical results of coupled cases are compared with those of uncoupled cases. It shows that the coupling effects on temperature, thermal flux, displacement, and stresses are very distinct, and the micro- characteristics of particles affect the coupling effect of the random composites. Furthermore, the coupling effect causes a lag in the variations of temperature, thermal flux, displacement, and stresses. 展开更多
关键词 random particulate composites statistical second-order two-scale (SSOTS) analysis method thermo-mechanical coupling effect numerical algorithm
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TRIANGULAR C^m INTERPOLATION BY RATIONAL FUNCTIONS
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作者 Xu Guoliang Chu Chuan Xue Weimin 《Analysis in Theory and Applications》 2000年第4期33-54,共22页
Two general local Cm triangular interpolation schemes by rational functions from Cm data are proposed for any nonnegative integer m. The schemes can have either 2m+1 order algebraic precision if the required data are ... Two general local Cm triangular interpolation schemes by rational functions from Cm data are proposed for any nonnegative integer m. The schemes can have either 2m+1 order algebraic precision if the required data are given on vertices and edges, or m+E[m/2]+1 or m+1 order algebraic precision if the data are given only at vertices. The orders of the interpolation error are estimated. Examples that show the correctness and effectiveness of the scheme are presented. 展开更多
关键词 oscillatory integral operator MULTIPLIER SINGULARITY
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可积系统与正交多项式交叉研究概述
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作者 陈晓敏 常向科 +1 位作者 李世豪 王宝 《数学进展》 CSCD 北大核心 2021年第5期666-688,共23页
本文概述可积系统与正交多项式相关的交叉研究工作,重点介绍与正交多项式相关的Toda型方程、Camassa-Holm类型尖峰孤子系统以及相关的随机矩阵及离散的活动标架等方面的研究.
关键词 可积系统 正交多项式 尖峰孤子系统 随机矩阵 离散活动标架
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Thin film dynamics in coating problems using Onsager principle
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作者 邸亚娜 许现民 +1 位作者 周嘉嘉 Masao Doi 《Chinese Physics B》 SCIE EI CAS CSCD 2018年第2期51-55,共5页
A new variational method is proposed to investigate the dynamics of the thin film in a coating flow where a liquid is delivered through a fixed slot gap onto a moving substrate. A simplified ODE system has also been d... A new variational method is proposed to investigate the dynamics of the thin film in a coating flow where a liquid is delivered through a fixed slot gap onto a moving substrate. A simplified ODE system has also been derived for the evolution of the thin film whose thickness hf is asymptotically constant behind the coating front. We calculate the phase diagram as well as the film profiles and approximate the film thickness theoretically, and agreement with the well-known scaling law as Ca2/3 is found. 展开更多
关键词 Onsager principle thin films coating flows interfacial flows
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