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101.
102.
为了有效应对频谱弥散干扰(SMSP)和切片组合干扰(C&I)两种新型干扰,提出了一种基于栈式稀疏自编码器的识别算法。该算法首先对干扰与否的雷达接收信号进行双谱分析;然后对双谱特征进行降维,得到高维样本。预训练阶段,构造稀疏自编码器神经网络模型进行无标签样本的预训练;然后根据有标签数据对该模型参数进行有监督微调;最后利用Softmax分类器完成新型干扰的识别。仿真实验证明该方法有较高的识别率,特别是相较于其他文献方法,该方法受信噪比影响最小且识别效果最佳。说明了深度学习方法应用于雷达新型干扰信号识别领域的可行性和优越性。 相似文献
103.
A study on preparation of Cd0.96Zn0.04Te(211)B substrates for growth of Hg1−xCdxTe epitaxial layers by molecular beam epitaxy (MBE) was investigated. The objective was to investigate the impact of starting
substrate surface quality on surface defects such as voids and hillocks commonly observed on MBE Hg1−xCdxTe layers. The results of this study indicate that, when the Cd0.96Zn0.04Te(211)B substrates are properly prepared, surface defects on the resulting MBE Hg1−xCdxTe films are reduced to minimum (size, ∼0.1 m and density ∼500/cm2) so that these MBE Hg1−xCdx Te films have surface quality as good as that of liquid phase epitaxial (LPE) Hg1−xCdxTe films currently in production in this laboratory. 相似文献
104.
Ying-Xia Du Qiao Yang Wang-Ting Lu Qing-Yu Guan Fei-Fei Cao Geng Zhang 《Advanced functional materials》2023,33(27):2300895
Single metal atom isolated in nitrogen-doped carbon materials (M N C) are effective electrocatalysts for oxygen reduction reaction (ORR), which produces H2O2 or H2O via 2-electron or 4-electron process. However, most of M N C catalysts can only present high selectivity for one product, and the selectivity is usually regulated by complicated structure design. Herein, a carbon black-supported Co N C catalyst (CB@Co N C) is synthesized. Tunable 2-electron/4-electron behavior is realized on CB@Co-N-C by utilizing its H2O2 yield dependence on electrolyte pH and catalyst loading. In acidic media with low catalyst loading, CB@Co N C presents excellent mass activity and high selectivity for H2O2 production. In flow cell with gas diffusion electrode, a H2O2 production rate of 5.04 mol h−1 g−1 is achieved by CB@Co N C on electrolyte circulation mode, and a long-term H2O2 production of 200 h is demonstrated on electrolyte non-circulation mode. Meanwhile, CB@Co N C exhibits a dominant 4-electron ORR pathway with high activity and durability in pH neutral media with high catalyst loading. The microbial fuel cell using CB@Co N C as the cathode catalyst shows a peak power density close to that of benchmark Pt/C catalyst. 相似文献
105.
Zepan Wang Peiyuan Wu Xubing Zou Sheng Wang Lei Du Ting Ouyang Zhao-Qing Liu 《Advanced functional materials》2023,33(16):2214275
By using the more electro-negative Mn3+ ion to partially replace Co3+ at the octahedral site of spinel ZnCo2O4, i.e., forming ternary Zn–Mn–Co spinel oxide, the electrocatalytic oxygen reduction/evolution activity is found to be significantly increased. Considering the physical characterization and theoretical calculations, it demonstrated that the bond competition played a key role in regulating the cobalt valence state and the electrocatalytic activity. The partial replacement of octahedral-site-occupied Co3+ by Mn3+ can effectively modulate the adjacent Co–O bond and induce the Jahn–Teller effect, thus changing the originally stable crystal structure and optimizing the binding strength between the active center and reaction intermediates. Certainly, the Mn-substituted ZnMn1.4Co0.6O4/NCNTs exhibit higher electrocatalytic oxygen reduction reaction (ORR) activity than that of ZnCo2O4/NCNTs and ZnMn2O4/NCNTs, supporting that the Co–O bond covalency determines the ORR activity of spinel ZnCo2O4. This study offers the competition between adjacent Co–O and Mn–O bonds via the BOh–O–BOh edge-sharing geometry. The ion substitution at octahedral sites by less electronegative cations can be a new and effective way to improve the electrocatalytic performance of cobalt-based spinel oxides. 相似文献
106.
Zhifeng Jiang Zhiquan Zhang Jianli Liang Min Zhou Daobin Liu Danjun Mao Qun Zhang Wei Zhang Huaming Li Li Song Taicheng An Po Keung Wong Chun-Sing Lee 《Advanced functional materials》2023,33(29):2301785
Solar-driven CO2 reduction reaction (CO2RR) with water into carbon-neutral fuels is of great significance but remains challenging due to thermodynamic stability and kinetic inertness of CO2. Biomass-derived nitrogen-doped carbon (N-Cb) have been considered as promising earth-abundant photocatalysts for CO2RR, although their activities are not ideal and the reaction mechanism is still unclear. Herein, an efficient catalyst is developed for CO2-to-CO conversion realized on diverse N-Cb materials with hierarchical pore structures. It is demonstrated that the CO2-to-CO conversion preferentially takes place on positively charged carbon atoms next to pyridinic-N using two representatives treated pollens with the largest difference in pyridinic-N density and N content as model photocatalysts. Systematic experimental results indicate that surface local electric field originating from charge separation can be boosted by hierarchical pore structures, doped N, as well as pyridinic-N. Mechanistic studies reveal that positively charged carbon atoms next to pyridinic-N serve as active sites for CO2RR, reduce the energy barrier on the formation of CO*, and facilitate the CO2RR performance. All these benefits cooperatively contribute to treated chrysanthemum pollen catalyst exhibiting excellent CO formation rate of 203.2 µmol h−1 g−1 with 97.2% selectivity in pure water vapor. These results provide a new perspective into CO2RR on N-Cb, which shall guide the design of nature-based photocatalysts for high-performance solar-fuel generation. 相似文献
107.
真值表是表征逻辑输入与输出之间因果关系的重要工具,真值表约简在数字逻辑电路的分析与设计中具有重要意义.该文将真值表看作逻辑信息系统,将真值表约简转化为逻辑信息系统的最简规则获取.采用粒计算分层粒化的思想,在不同粒度下,利用粒矩阵的知识表示形式、粒矩阵中的启发式知识以及粒矩阵运算,设计了多输入多输出真值表快速并行约简算法.以发光二极管七段数字显示器为例进行了算法说明,通过数学证明和算法复杂性分析证明了算法的正确性和有效性. 相似文献
108.
利用直接对称方法得到了广义KdV-Zakharov-Kuznetsev方程(简写为mKdV-ZK)的对称约化、精确解,其中包括椭圆函数解,幂级数解,艾米儿函数解等. 利用得到的对称,求出了该方程的守恒律. 相似文献
109.
计算无圈有向网络ST可靠性的一个新方法 总被引:3,自引:1,他引:3
本文考虑计算无圈有向网络的ST可靠性问题(至少存在一条从源点s到汇点t的正常运行道路的概率)。文章引进了深度优先搜索(Depth-FirstSearch)有序根树的概念并提出一个新的计算无圈有向网络ST可靠性的拓扑公式。以该公式为基础,我们利用DFS方法提出一个新的计算无圈有向网络ST可靠性算法,它能生成简洁的可靠性表达式,进而有效地计算无圈有向网络的ST可靠性。两个例子例证了我们的结论 相似文献
110.
Yang Luxi Chen Yang He Zhenya 《电子科学学刊(英文版)》1999,16(3):238-243
This paper proposes a cross-reference method of nonlinear time series analysis, combining the tasks of dynamical system parameter estimation and noise reduction which were fulfilled separately before. With the positive interaction between the two processing modules, the method is somewhat superior. Some prior works can be viewed as special cases of this general framework and effective new algorithms may be devised according to it. Two examples of chaotic time series analysis are also given to show the applicability of the proposed method. 相似文献