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Discontinuity development patterns and the challenges for 3D discrete fracture network modeling on complicated exposed rock surfaces 被引量:1
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作者 Wen Zhang Ming Wei +8 位作者 Ying Zhang Tengyue Li Qing Wang Chen Cao Chun Zhu Zhengwei Li Zhenbang Nie Shuonan Wang Han Yin 《Journal of Rock Mechanics and Geotechnical Engineering》 SCIE CSCD 2024年第6期2154-2171,共18页
Natural slopes usually display complicated exposed rock surfaces that are characterized by complex and substantial terrain undulation and ubiquitous undesirable phenomena such as vegetation cover and rockfalls.This st... Natural slopes usually display complicated exposed rock surfaces that are characterized by complex and substantial terrain undulation and ubiquitous undesirable phenomena such as vegetation cover and rockfalls.This study presents a systematic outcrop research of fracture pattern variations in a complicated rock slope,and the qualitative and quantitative study of the complex phenomena impact on threedimensional(3D)discrete fracture network(DFN)modeling.As the studies of the outcrop fracture pattern have been so far focused on local variations,thus,we put forward a statistical analysis of global variations.The entire outcrop is partitioned into several subzones,and the subzone-scale variability of fracture geometric properties is analyzed(including the orientation,the density,and the trace length).The results reveal significant variations in fracture characteristics(such as the concentrative degree,the average orientation,the density,and the trace length)among different subzones.Moreover,the density of fracture sets,which is approximately parallel to the slope surface,exhibits a notably higher value compared to other fracture sets across all subzones.To improve the accuracy of the DFN modeling,the effects of three common phenomena resulting from vegetation and rockfalls are qualitatively analyzed and the corresponding quantitative data processing solutions are proposed.Subsequently,the 3D fracture geometric parameters are determined for different areas of the high-steep rock slope in terms of the subzone dimensions.The results show significant variations in the same set of 3D fracture parameters across different regions with density differing by up to tenfold and mean trace length exhibiting differences of 3e4 times.The study results present precise geological structural information,improve modeling accuracy,and provide practical solutions for addressing complex outcrop issues. 展开更多
关键词 Complicated exposed rock surfaces Discontinuity characteristic variation three-dimensional discrete fracture network modeling Outcrop study Vegetation cover and rockfalls
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Microstructure modeling and virtual test of asphalt mixture based on three-dimensional discrete element method 被引量:3
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作者 马涛 张德育 +2 位作者 张垚 赵永利 黄晓明 《Journal of Central South University》 SCIE EI CAS CSCD 2016年第6期1525-1534,共10页
The objective of this work is to model the microstructure of asphalt mixture and build virtual test for asphalt mixture by using Particle Flow Code in three dimensions(PFC^(3D))based on three-dimensional discrete elem... The objective of this work is to model the microstructure of asphalt mixture and build virtual test for asphalt mixture by using Particle Flow Code in three dimensions(PFC^(3D))based on three-dimensional discrete element method.A randomly generating algorithm was proposed to capture the three-dimensional irregular shape of coarse aggregate.And then,modeling algorithm and method for graded aggregates were built.Based on the combination of modeling of coarse aggregates,asphalt mastic and air voids,three-dimensional virtual sample of asphalt mixture was modeled by using PFC^(3D).Virtual tests for penetration test of aggregate and uniaxial creep test of asphalt mixture were built and conducted by using PFC^(3D).By comparison of the testing results between virtual tests and actual laboratory tests,the validity of the microstructure modeling and virtual test built in this study was verified.Additionally,compared with laboratory test,the virtual test is easier to conduct and has less variability.It is proved that microstructure modeling and virtual test based on three-dimensional discrete element method is a promising way to conduct research of asphalt mixture. 展开更多
关键词 asphalt mixture microstructure modeling virtual test discrete element method three-dimensional method
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Predicting the Dynamic Behavior of Asphalt Concrete Using Three-dimensional Discrete Element Method 被引量:4
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作者 陈俊 PAN Tongyan +2 位作者 CHEN Jingya HUANG Xiaoming LU Yang 《Journal of Wuhan University of Technology(Materials Science)》 SCIE EI CAS 2012年第2期382-388,共7页
A user-defined three-dimensional (3D) discrete element model was presented to predict the dynamic modulus and phase angle of asphalt concrete (AC). The 3D discrete element method (DEM) model of AC was constructe... A user-defined three-dimensional (3D) discrete element model was presented to predict the dynamic modulus and phase angle of asphalt concrete (AC). The 3D discrete element method (DEM) model of AC was constructed employing a user-defined computer program developed using the "Fish" language in PFC3D. Important microstructural features of AC were modeled, including aggregate gradation, air voids and mastic. The irregular shape of aggregate particle was modeled using a clump of spheres. The developed model was validated through comparing with experimental measurements and then used to simulate the cyclic uniaxial compression test, based on which the dynamic modulus and phase angle were calculated from the output stress- strain relationship. The effects of air void content, aggregate stiffness and volumetric fraction on AC modulus were further investigated. The experimental results show that the 3D DEM model is able to accurately predict both dynamic modulus and phase angle of AC across a range of temperature and loading frequencies. The user- defined 3D model also demonstrated significant improvement over the general existing two-dimensional models. 展开更多
关键词 asphalt concrete dynamic modulus MICROMECHANICS discrete element method three-dimensional model uniaxial compression test
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THE APPLICATION OF DISCRETE ELEMENT METHOD IN SOLVING THREE-DIMENTIONAL IMPACT DYNAMICS PROBLEMS 被引量:7
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作者 Liu Kaixin Gao Lingtian (Department of Mechanics and Engineering Science,Peking University,Beijing 100871,China) 《Acta Mechanica Solida Sinica》 SCIE EI 2003年第3期256-261,共6页
A three-dimensional discrete element model of the connective type is presented. Moreover,a three-dimensional numerical analysis code,which can carry out the transitional pro- cess from connective model(for continuum)t... A three-dimensional discrete element model of the connective type is presented. Moreover,a three-dimensional numerical analysis code,which can carry out the transitional pro- cess from connective model(for continuum)to contact model(for non-continuum),is developed for simulating the mechanical process from continuum to non-continuum.The wave propagation process in a concrete block(as continuum)made of cement grout under impact loading is numer- ically simulated with this code.By comparing its numerical results with those by LS-DYNA,the calculation accuracy of the model and algorithm is proved.Furthermore,the failure process of the concrete block under quasi-static loading is demonstrated,showing the basic dynamic tran- sitional process from continuum to non-continuum.The results of calculation can be displayed by animation.The damage modes are similar to the experimental results.The two numerical examples above prove that our model and its code are powerful and efficient in simulating the dynamic failure problems accompanying the transition from continuum to non-continuum.It also shows that the discrete element method(DEM)will have broad prospects for development and application. 展开更多
关键词 discrete element method three-dimensional model IMPACT stress wave dynamic failure
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Research on SINS Error Recursive Model of Ballistic Missile 被引量:2
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作者 鲜勇 李刚 《Defence Technology(防务技术)》 SCIE EI CAS 2010年第1期71-74,共4页
The strap-down inertial navigation system (SINS) error of ballistic missile is generated by the mutual influence of gyroscope and accelerometer, and the recursive model is completely different from that of gimbaled IN... The strap-down inertial navigation system (SINS) error of ballistic missile is generated by the mutual influence of gyroscope and accelerometer, and the recursive model is completely different from that of gimbaled INS. In the paper, a discrete error recursive model was obtained by studying the applied SINS error model of ballistic missile, and the discrete Kalman filtering simulation based on the model was carried out. The simulated results show that the model can depict the SINS error exactly and provide the advantages for research on integrated guidance and improved hit accuracy. 展开更多
关键词 control and navigation technology of aerocraft SINS error recursion discrete model
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Discrete element method analysis of lateral resistance of fouled ballast bed 被引量:3
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作者 XU Yang 《Journal of Central South University》 SCIE EI CAS CSCD 2016年第9期2373-2381,共9页
The lateral resistance of sleeper plays an important role in ensuring the stability of a railway track, which may change in the operation of railway, due to the fouling in the ballast bed. In this work, discrete eleme... The lateral resistance of sleeper plays an important role in ensuring the stability of a railway track, which may change in the operation of railway, due to the fouling in the ballast bed. In this work, discrete element method was adopted to investigate the effect of fouling on the lateral resistance of sleeper. The shape information of ballast was captured by method of three-dimensional vision reconstruction. In order to calibrate the mechanical parameters and verify the models, a lateral resistance field test was carried out by using a custom-made device. The contact force distributions in the different parts of sleeper as well as the interaction between ballast and sleeper were discussed in depth. The results show that fouling of ballast bed evidently reduces the lateral resistance of sleeper and the decreasing degree is also related to the fouled position of ballast bed, in the order of shoulder > bottom > side.Therefore, the effect of fouling, especially the fouling in the ballast shoulder, on the lateral resistance of sleeper, should be taken into account in ballast track maintenance work. 展开更多
关键词 discrete element modelling three-dimensional vision reconstruction BALLAST lateral resistance of sleeper ballast fouling
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可重构智能表面通信系统的离散相位误差分析
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作者 徐碧莲 周婷 +1 位作者 徐天衡 王玉震 《计算机工程与设计》 北大核心 2024年第1期32-38,共7页
针对可重构智能表面(RIS)实际部署中理想连续相位难实现,造成的性能下降问题,提出一种包含离散相位误差的RIS辅助通信系统。基于三维统计型信道模型,推导该系统遍历容量的近似值表达式。对比理想连续相位的系统后,推导不同相位量化水平... 针对可重构智能表面(RIS)实际部署中理想连续相位难实现,造成的性能下降问题,提出一种包含离散相位误差的RIS辅助通信系统。基于三维统计型信道模型,推导该系统遍历容量的近似值表达式。对比理想连续相位的系统后,推导不同相位量化水平的容量损失。仿真验证了遍历容量近似值与蒙特卡罗仿真值能够匹配,同时表明使用一定精度(本文是3至4比特)的相位离散化方案足以逼近连续相位系统的遍历容量。这为RIS的低硬件成本和复杂度的实际应用提供了理论支撑。 展开更多
关键词 可重构智能表面 智能反射面 遍历容量 相位误差 离散相位 三维统计性信道模型 蒙特卡罗仿真
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Semi-Discrete and Fully Discrete Weak Galerkin Finite Element Methods for a Quasistatic Maxwell Viscoelastic Model
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作者 Jihong Xiao Zimo Zhu Xiaoping Xie 《Numerical Mathematics(Theory,Methods and Applications)》 SCIE CSCD 2023年第1期79-110,共32页
This paper considers weak Galerkin finite element approximations on polygonal/polyhedral meshes for a quasistatic Maxwell viscoelastic model.The spatial discretization uses piecewise polynomials of degree k(k≥1)for t... This paper considers weak Galerkin finite element approximations on polygonal/polyhedral meshes for a quasistatic Maxwell viscoelastic model.The spatial discretization uses piecewise polynomials of degree k(k≥1)for the stress approximation,degree k+1 for the velocity approximation,and degree k for the numerical trace of velocity on the inter-element boundaries.The temporal discretization in the fully discrete method adopts a backward Euler difference scheme.We show the existence and uniqueness of the semi-discrete and fully discrete solutions,and derive optimal a priori error estimates.Numerical examples are provided to support the theoretical analysis. 展开更多
关键词 Quasistatic Maxwell viscoelastic model weak Galerkin method semi-discrete scheme fully discrete scheme error estimate
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Study of numerical errors in direct numerical simulation and large eddy simulation
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作者 杨小龙 符松 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 2008年第7期871-880,共10页
By comparing the energy spectrum and total kinetic energy, the effects of numerical errors (which arise from aliasing and discretization errors), subgrid-scale (SGS) models, and their interactions on direct numeri... By comparing the energy spectrum and total kinetic energy, the effects of numerical errors (which arise from aliasing and discretization errors), subgrid-scale (SGS) models, and their interactions on direct numerical simulation (DNS) and large eddy simulation (LES) are investigated, The decaying isotropic turbulence is chosen as the test case. To simulate complex geometries, both the spectral method and Pade compact difference schemes are studied. The truncated Navier-Stokes (TNS) equation model with Pade discrete filter is adopted as the SGS model. It is found that the discretization error plays a key role in DNS. Low order difference schemes may be unsuitable. However, for LES, it is found that the SGS model can represent the effect of small scales to large scales and dump the numerical errors. Therefore, reasonable results can also be obtained with a low order discretization scheme. 展开更多
关键词 numerical errors truncated Navier-Stokes (TNS) model Pade compact difference scheme discrete filter large eddy simulation (LES)
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Semi-Discrete and Fully Discrete Mixed Finite Element Methods for Maxwell Viscoelastic Model of Wave Propagation
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作者 Hao Yuan Xiaoping Xie 《Advances in Applied Mathematics and Mechanics》 SCIE 2022年第2期344-364,共21页
Semi-discrete and fully discrete mixedfinite element methods are consid-ered for Maxwell-model-based problems of wave propagation in linear viscoelastic solid.This mixedfinite element framework allows the use of a large... Semi-discrete and fully discrete mixedfinite element methods are consid-ered for Maxwell-model-based problems of wave propagation in linear viscoelastic solid.This mixedfinite element framework allows the use of a large class of exist-ing mixed conformingfinite elements for elasticity in the spatial discretization.In the fully discrete scheme,a Crank-Nicolson scheme is adopted for the approximation of the temporal derivatives of stress and velocity variables.Error estimates of the semi-discrete and fully discrete schemes,as well as an unconditional stability result for the fully discrete scheme,are derived.Numerical experiments are provided to verify the theoretical results. 展开更多
关键词 Maxwell viscoelastic model mixedfinite element semi-discrete and fully discrete error estimate stability.
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基于级比序列的离散GM(1,1)模型 被引量:12
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作者 杨保华 方志耕 张可 《系统工程与电子技术》 EI CSCD 北大核心 2012年第4期715-718,共4页
针对离散GM(1,1)模型的模拟序列未能反映出原始数据序列的级比动态变化这一问题,通过对原始数据序列的级比序列进行建模,建立基于级比序列的级比离散GM(1,1)预测模型。该模型较好地保留了原始序列级比的动态性,结合原始序列与级比序列... 针对离散GM(1,1)模型的模拟序列未能反映出原始数据序列的级比动态变化这一问题,通过对原始数据序列的级比序列进行建模,建立基于级比序列的级比离散GM(1,1)预测模型。该模型较好地保留了原始序列级比的动态性,结合原始序列与级比序列的关系,获得原始序列的模拟值。数值计算结果表明,基于级比序列的离散GM(1,1)预测模型,无论在相对误差还是平均相对误差的变动幅度方面,都优于离散GM(1,1)模型。 展开更多
关键词 级比序列 离散GM(1 1)模型 数值计算 相对模拟误差
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一种基于离散空间矢量调制的Vienna整流器模型预测控制方法 被引量:29
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作者 朱文杰 陈昌松 段善旭 《中国电机工程学报》 EI CSCD 北大核心 2019年第20期6008-6016,共9页
应用于三相整流器的有限控制集-模型预测控制(finite control set model predictive control,FCS-MPC)方法以指标函数最小为目标,遍历计算输出单一最优电压矢量,开关频率不固定,输入电流品质依赖较高的采样频率。该文提出一种基于离散... 应用于三相整流器的有限控制集-模型预测控制(finite control set model predictive control,FCS-MPC)方法以指标函数最小为目标,遍历计算输出单一最优电压矢量,开关频率不固定,输入电流品质依赖较高的采样频率。该文提出一种基于离散空间矢量调制(discretespacevector modulation,DSVM)的Vienna整流器模型预测控制方法。该方法采用由实矢量线性组合而成的虚拟矢量,在一个采样周期内可输出多个实矢量,能固定开关频率;通过引入虚拟矢量,增加预测控制中的可控矢量集,能有效减少参考电压和预测电压之间的误差,从而降低输入电流总谐波畸变率(total harmonics distortion,THD)。该文分析虚拟矢量及其调制方式,给出DSVM-MPC的实现方法。为验证所提DSVMMPC方法的正确性,与常规FCS-MPC方法进行仿真和实验对比分析,结果表明所提方法可提高输入电流品质。 展开更多
关键词 VIENNA整流器 模型预测控制 虚拟矢量 离散空间矢量调制 总电压误差
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等维灰数递补动态模型在生活垃圾产生量预测中的应用 被引量:21
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作者 李雁 岑慧贤 《环境污染与防治》 CAS CSCD 北大核心 2001年第1期42-43,共2页
本文探讨了等维灰数递补 GM(1,1)模型在垃圾产生量长期预测中的具体应用 ,比较了该模型与普通二次拟合灰色模型在预测精度及预测值的灰区间方面的差别 ,说明了等维灰数递补 GM(1,1)
关键词 等维灰数递补GM 光滑离散序列 残差修正 灰区间 生活垃圾产生量 预测 动态模型
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多关节机器人的全局快速终端模糊滑模控制 被引量:6
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作者 穆效江 陈阳舟 张利国 《系统仿真学报》 EI CAS CSCD 北大核心 2008年第15期4085-4088,共4页
针对多关节机械臂轨迹跟踪控制,提出了一种全局快速终端模糊滑模控制方法。该方法根据滑模控制原理,采用模糊控制调节滑模控制的切换增益,并利用积分的方法自动对系统的建模误差和干扰的上界进行评估,实现了对建模误差和干扰的自动跟踪... 针对多关节机械臂轨迹跟踪控制,提出了一种全局快速终端模糊滑模控制方法。该方法根据滑模控制原理,采用模糊控制调节滑模控制的切换增益,并利用积分的方法自动对系统的建模误差和干扰的上界进行评估,实现了对建模误差和干扰的自动跟踪,削弱了抖振。文中利用李亚普诺夫定理证明了系统的稳定性,仿真结果表明了其有效性。 展开更多
关键词 全局快速终端滑模控制 模糊控制 建模误差 抖振 滑模面
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弹道导弹捷联惯性导航系统误差传播模型 被引量:5
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作者 鲜勇 李刚 《兵工学报》 EI CAS CSCD 北大核心 2009年第3期338-341,共4页
弹道导弹捷联惯性导航系统(SINS)的误差是由陀螺仪和加速度计交叉影响产生的,与平台误差传播过程有本质区别,本文针对弹道导弹捷联惯性系统的实用模型开展了研究,得到了离散形式的误差传播,通过该模型建立的离散卡尔曼滤波仿真表明,模... 弹道导弹捷联惯性导航系统(SINS)的误差是由陀螺仪和加速度计交叉影响产生的,与平台误差传播过程有本质区别,本文针对弹道导弹捷联惯性系统的实用模型开展了研究,得到了离散形式的误差传播,通过该模型建立的离散卡尔曼滤波仿真表明,模型准确地反映了捷联惯性导航系统的误差,为组合制导和提高射击精度研究提供了有利条件。 展开更多
关键词 飞行器控制、导航技术 捷联惯性导航系统 误差传播 离散模型
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直接数值模拟/大涡模拟中数值误差影响的研究 被引量:3
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作者 杨小龙 符松 《应用数学和力学》 CSCD 北大核心 2008年第7期790-798,共9页
通过比较湍流的能谱和总动能,对数值误差(包括混淆误差、离散截断误差)、亚格子模型以及它们之间相互作用对直接数值模拟和大涡模拟的影响进行了系统研究.算例采用了三维各向均匀同性湍流.为了研究复杂几何形状,数值格式采用了谱方法和P... 通过比较湍流的能谱和总动能,对数值误差(包括混淆误差、离散截断误差)、亚格子模型以及它们之间相互作用对直接数值模拟和大涡模拟的影响进行了系统研究.算例采用了三维各向均匀同性湍流.为了研究复杂几何形状,数值格式采用了谱方法和Padé紧致格式.大涡模型采用了truncated Navior-Stokes(TNS)模型结合Padé离散滤波器.结果表明直接数值模拟中离散误差对结果有很大影响,低阶格式会导致计算发散.而大涡模拟中亚格子模型不仅能表征小尺度对大尺度的影响,而且还缓解了数值误差对计算结果的影响.因而低精度格式也可取得不错的结果. 展开更多
关键词 数值误差 TNS模型 Padé紧致格式 离散滤波器 大涡模拟
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面向航空复杂薄壁零件智能加工的进化建模方法 被引量:5
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作者 张定华 张仲玺 +1 位作者 罗明 吴宝海 《航空制造技术》 2016年第16期93-98,共6页
航空复杂薄壁零件的材料加工性能差、加工过程的强时变性和多态性(工件的几何、动力学特性,刀具磨损状态在加工过程中变化剧烈)导致建模难度较大。为了提高航空复杂薄壁零件的加工精度,首先根据薄壁零件加工工艺,通过对加工时间进行离散... 航空复杂薄壁零件的材料加工性能差、加工过程的强时变性和多态性(工件的几何、动力学特性,刀具磨损状态在加工过程中变化剧烈)导致建模难度较大。为了提高航空复杂薄壁零件的加工精度,首先根据薄壁零件加工工艺,通过对加工时间进行离散,建立了零件加工过程4维多态模型。针对具体工序模型的演化过程,建立了几何演化模型、动力学演化模型以及刀具磨损演化模型,最后通过误差补偿进化模型建立了整个加工过程的闭环控制,通过迭代学习方法实现了非线性误差的建模。 展开更多
关键词 复杂薄壁零件 多态模型 几何 动力学 刀具磨损 误差补偿 时域离散
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OFDM通信系统中的一种通用的信道估计模型 被引量:9
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作者 束锋 罗琳 吴乐南 《电路与系统学报》 CSCD 2001年第2期39-43,共5页
本文根据DFT的一个性质为OFDM通信系统构造了一种通用信道估计模型。 该模型利用系统子信道中的一部分专门进行信道估计,适用于慢消失信道。该模型同最小平方差(LS)和最小均方差(LMMSE)相结合分别形成两种信道估计方法, 并从理论角度分... 本文根据DFT的一个性质为OFDM通信系统构造了一种通用信道估计模型。 该模型利用系统子信道中的一部分专门进行信道估计,适用于慢消失信道。该模型同最小平方差(LS)和最小均方差(LMMSE)相结合分别形成两种信道估计方法, 并从理论角度分别分析它们的计算复杂性和均方差性能。对多径信道仿真表明,基于LS的方法误符号率性能比基于LMMSE的方法差2-3dB,但是计算复杂度较低。总之,此信道估计模型的计算复杂度和性能随着用于信道估计的子信道数目增加而增加,当所用子信道数目是周期头长度的两倍时,达到计算量和估计性能的最佳平衡。 展开更多
关键词 正交频分复用 信道估计模型 离散傅里叶变换 通信系统
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基于模糊模型的非线性离散时间系统辨识:算法与性能分析 被引量:6
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作者 万峰 孙优贤 《自动化学报》 EI CSCD 北大核心 2004年第6期844-853,共10页
讨论使用模糊系统方法辨识非线性离散时间系统时,模糊系统模型的构造、逼近性质以及模型参数的自适应调整算法.研究了该辨识方案的有关性能,对模糊模型的参数误差和辨识误差进行了分析,并给出了模糊模型参数的估计值收敛到其真实值... 讨论使用模糊系统方法辨识非线性离散时间系统时,模糊系统模型的构造、逼近性质以及模型参数的自适应调整算法.研究了该辨识方案的有关性能,对模糊模型的参数误差和辨识误差进行了分析,并给出了模糊模型参数的估计值收敛到其真实值所需的持续激励条件. 展开更多
关键词 模糊系统模型 非线性系统辨识 性能分析 持续激励条件 参数收敛性
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基于小波变换估计频域模型误差界 被引量:2
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作者 徐长江 宋文忠 《控制理论与应用》 EI CAS CSCD 北大核心 1997年第1期117-121,共5页
讨论鲁棒辨识问题.基于离散小波变换,提出分段频带逼近,估计频域模型误差界(幅值).首先介绍离散小波变换,然后给出分段频带逼近算法,仿真结果验证所提方法.
关键词 鲁棒辨识 小波变换 频域模型 参数估计
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