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基于DNN的二维抛物方程电波传播修正模型 被引量:1
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作者 薛瑞 冯菊 +1 位作者 田茂源 刘屹然 《无线电工程》 2024年第1期142-149,共8页
针对二维抛物方程(Two-dimensional Parabolic Equation,2DPE)只能对二维通信链路进行建模,无法计算电磁波在城市环境下对建筑物的横向绕射和后向反射效应的缺陷,提出一种基于深度神经网络(Deep Neural Network,DNN)的2DPE修正模型。通... 针对二维抛物方程(Two-dimensional Parabolic Equation,2DPE)只能对二维通信链路进行建模,无法计算电磁波在城市环境下对建筑物的横向绕射和后向反射效应的缺陷,提出一种基于深度神经网络(Deep Neural Network,DNN)的2DPE修正模型。通过数字高程地图建立城市建筑物三维模型,提取出传播距离、传播角度和建筑覆盖率等7个特征,对传播路径上的建筑物分布和收发天线的部署情况进行表征。结合实测数据,构建用于修正2DPE的数据集;通过DNN进行训练,构建2DPE的修正模型,使其适用于复杂三维环境下的电波传播预测。仿真结果表明,相比于线性回归、支持向量回归和决策树模型,基于DNN的2DPE修正模型在三维传播环境中计算精度高,在测试集上的预测误差最多降低了46.8%。 展开更多
关键词 电波传播 城市环境 二维抛物方程 机器学习
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Three New Zn(Ⅱ)/Cd(Ⅱ) Coordination Polymers Constructed with 2-Mercaptonicotinic Acid and 1,2-Di(4-pyridyl)ethylene: Syntheses and Structure Analysis 被引量:4
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作者 杨鑫 傅瑞标 +3 位作者 胡胜民 黄艺辉 盛天录 吴新涛 《Chinese Journal of Structural Chemistry》 SCIE CAS CSCD 2013年第1期23-32,共10页
Three new Zn(Ⅱ)/Cd(Ⅱ) coordination polymers based on 2-mercaptonicotinic acid (H2mna) with 1,2-di(4-pyridyl)ethylene (dpe) introduced as a bridging ligand have been synthesized via hydrothermal method and ... Three new Zn(Ⅱ)/Cd(Ⅱ) coordination polymers based on 2-mercaptonicotinic acid (H2mna) with 1,2-di(4-pyridyl)ethylene (dpe) introduced as a bridging ligand have been synthesized via hydrothermal method and structurally characterized by single-crystal X-ray diffraction as well as elemental analysis and IR. As reported in this paper, [Zn2(dpe)0.5(mna)2] (1) can be classified as a two-dimensional layer structure in which the 1D chain composed of Zn(Ⅱ) and mna ligands is bridged by dpe ligands, while the complex named [Zn4(dpe)4(mna)4] (2) is a tetra-nuclear cluster compound. These two compounds are further extended to three-dimensional structures by hydrogen bonds along with C–H…π and π…π interactions. Compound 3 with general formular [Cd2(dpe)0.5(mna)2]·H2O belongs to a three-dimensional porous structure in which the 2D metal layers formed by the coordination of Cd(Ⅱ) and mna ligands are connected with the bridging of dpe ligands. 展开更多
关键词 2-mercaptonicotinic acid (H2mna) 1 2-di(4-pyridyl)ethylene (dpe) zinc cadmium
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