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改进型RBF神经网络对ROF前传系统非线性行为建模
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作者 谢云成 袁洪 《云南大学学报(自然科学版)》 CAS CSCD 北大核心 2019年第2期238-244,共7页
光载无线电(Radio-over-Fiber, ROF)前传系统在C-RAN基础上简化了基站RRH架构,但是ROF前传系统下行链路包含功放等非线性器件,依然面临非线性失真.先通过行为模型建模得到整个系统的非线性特性是对整个系统构建预失真器极为重要的步骤.... 光载无线电(Radio-over-Fiber, ROF)前传系统在C-RAN基础上简化了基站RRH架构,但是ROF前传系统下行链路包含功放等非线性器件,依然面临非线性失真.先通过行为模型建模得到整个系统的非线性特性是对整个系统构建预失真器极为重要的步骤.针对ROF前传系统下行链路行为模型建模分析,以径向基函数神经网络为基础,提出了改进型复数径向基函数神经网络模型(Improved Complex RBF Neural Network,ICRBFNN),以4 MHz带宽的LTE信号作为测试信号,并与传统的功放模型广义记忆多项式(General Memory Polynomial, GMP)、改进型广义分数阶记忆多项式(Augmented General Fractional order Memory Polynomial,AGFMP)、实数时延神经网络(Real-Value Time-Delay Neural Network, RVTDNN)、实数时延径向基函数神经网络(Real-Valued Time-Delay Radial Basis Function, RVTDRBF)等功放行为模型作对比来验证模型的有效性.仿真实验结果表明,ICRBFNN相比传统功放模型取得了3 dB以上的建模精度提升. 展开更多
关键词 ROF前传系统下行链路 行为模型建模 改进型复数径向基函数神经网络 LTE信号
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A Virtual Work Approach to Modeling the Nonlinear Behavior of Steel Frames
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作者 Barry T.Rosson 《Journal of Civil Engineering and Architecture》 2018年第5期323-334,共12页
The stiffness reduction is studied in detail of compact W-Shapes (wide-flange steel shapes) that results from yielding of the cross-section due to uniaxial bending and axial compression. Three-dimensional m-p-τ su... The stiffness reduction is studied in detail of compact W-Shapes (wide-flange steel shapes) that results from yielding of the cross-section due to uniaxial bending and axial compression. Three-dimensional m-p-τ surface plots developed from detailed fiber element models of a W8x31 are used to develop a generalized material model for direct implementation in the virtual work method. A portal steel frame is used to illustrate the virtual work method with the nonlinear material model in a first-order, inelastic analysis implementation and in a second-order, inelastic analysis condition. The nonlinear modeling capabilities of MASTAN2 are used to verify the accuracy of the virtual work results and are found to be in very close agreement. 展开更多
关键词 Nonlinear analysis steel beam-columns stiffness reduction material model virtual work.
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Towards automated software model checking using graph transformation systems and Bogor
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作者 Vahid RAFE Adel T.RAHMANI 《Journal of Zhejiang University-Science A(Applied Physics & Engineering)》 SCIE EI CAS CSCD 2009年第8期1093-1105,共13页
Graph transformation systems have become a general formal modeling language to describe many models in software development process.Behavioral modeling of dynamic systems and model-to-model transformations are only a ... Graph transformation systems have become a general formal modeling language to describe many models in software development process.Behavioral modeling of dynamic systems and model-to-model transformations are only a few examples in which graphs have been used to software development.But even the perfect graph transformation system must be equipped with automated analysis capabilities to let users understand whether such a formal specification fulfills their requirements.In this paper,we present a new solution to verify graph transformation systems using the Bogor model checker.The attributed graph grammars(AGG)-like graph transformation systems are translated to Bandera intermediate representation(BIR),the input language of Bogor,and Bogor verifies the model against some interesting properties defined by combining linear temporal logic(LTL) and special-purpose graph rules.Experimental results are encouraging,showing that in most cases our solution improves existing approaches in terms of both performance and expressiveness. 展开更多
关键词 Graph transformation VERIFICATION Bogor Attributed graph grammars (AGG) Software model checking
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Modeling of information images dynamics through the communicative field method 被引量:1
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作者 Alexandr Y. Petukhov S. A. Polevaya 《International Journal of Biomathematics》 2016年第4期147-154,共8页
This work presents a formalized description of information and communicative interac- tions of individuals on the basis of the communicative field (CF) method. It also contains explication of the possibility to crea... This work presents a formalized description of information and communicative interac- tions of individuals on the basis of the communicative field (CF) method. It also contains explication of the possibility to create model of information and communication inter- actions, which is able to illustrate both interactions between two and more individuals. Methods and approaches which are suggested in this paper can correctly simulate the processes of distortion and generation of information images (IIs) with information and communication social interaction. Expansion and addition of IIs theory in terms of the transmission of information between individuals allows us to speak about the space of IIs. This space helps to explain a number of characteristic phenomena of human thinking. 展开更多
关键词 Communication field information image information images space virtualparticles.
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