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电子信息设备工作时无意发射的电磁波中包含有用信息,会导致电磁信息泄漏,从而威胁设备的信息安全。现有的电磁信息泄漏检测方法,在复杂现场环境下,难以从具有不确定性的电磁泄漏信号中提取有用信息。面向电磁信息安全问题,开展了电磁信息泄漏检测研究,提出了一种基于深度学习的检测方法。设计了一个适用于电磁泄漏信号的一维卷积神经网络,并结合改进的梯度加权类激活映射方法,在未知电磁信息泄漏特征的前提下,通过深度学习实现电磁信息泄漏特征的智能标定和自动提取,从而解决了现场环境下电磁信息泄漏检测难以提取有用信息的问题。分别通过实测和仿真对比实验,验证了所提方法的有效性。 相似文献
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An active design method of tooth profiles for cycloid gears based on their meshing efficiency is proposed.This method takes the meshing efficiency as one of the design variables to determine the tooth profiles. The calculation method for the meshing efficiency of planetary transmission is analyzed and the equation of the meshing efficiency is deduced. Relationships between the meshing efficiency,the radius of the pin wheel and the eccentric distance are revealed. The design constraint quations and the strength constraint quations are deduced. On the basis of this,a design procedure is laid out. Some examples using different input parameters are conducted to demonstrate the feasibility of the approach. A dynamic simulation of the rigid-flexible coupling of cycloid gears is also presented. The results show that the proposed design method is more flexible to control the tooth profiles by changing the input values of the transmission efficiency. 相似文献
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Fault mode probability factor based fault-tolerant control for dissimilar redundant actuation system
This paper presents a Fault Mode Probability Factor (FMPF) based Fault-Tolerant Control (FTC) strategy for multiple faults of Dissimilar Redundant Actuation System (DRAS) composed of Hydraulic Actuator (HA) and Electro-Hydrostatic Actuator (EHA). The long-term service and severe working conditions can result in multiple gradual faults which can ultimately degrade the system performance, resulting in the system model drift into the fault state characterized with parameter uncertainty. The paper proposes to address this problem by using the historical statistics of the multiple gradual faults and the proposed FMPF to amend the system model with parameter uncertainty. To balance the system model precision and computation time, a Moving Window (MW) method is used to determine the applied historical statistics. The FMPF based FTC strategy is developed for the amended system model where the system estimation and Linear Quadratic Regulator (LQR) are updated at the end of system sampling period. The simulations of DRAS system subjected to multiple faults have been performed and the results indicate the effectiveness of the proposed approach. 相似文献
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针对升力式高超声速飞行器(LHV)再入滑翔过程中的周期性振荡现象,提出了一种基于模糊推理与控制的反馈调节方法以抑制振荡实现平稳滑翔。纵向制导在落点误差预测及指令校正的基础上,在倾侧角外环控制回路增加以高度变化率及空速作为输入的模糊控制器对倾侧角指令进行调节,横侧向制导通过航向角误差走廊约束及倾侧角反转逻辑实现大横程条件下的侧向控制。所提方法不依赖于准平衡滑翔条件(QEGC),同时避免了参数化反馈控制律中的反馈项参数设计问题,具有较强的自适应能力。LHV制导实例仿真表明,所提方法可有效抑制振荡现象,满足终端约束及再入走廊约束,方法的鲁棒性也通过Monte Carlo仿真得到了验证。 相似文献
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Pengbin Guo Jian Sun Shuling Hu Ju Xue 《Advances in Space Research (includes Cospar's Information Bulletin, Space Research Today)》2018,61(3):787-798
Pulsar navigation is a promising navigation method for high-altitude orbit space tasks or deep space exploration. At present, an important reason for restricting the development of pulsar navigation is that navigation accuracy is not high due to the slow update of the measurements. In order to improve the accuracy of pulsar navigation, an asynchronous observation model which can improve the update rate of the measurements is proposed on the basis of satellite constellation which has a broad space for development because of its visibility and reliability. The simulation results show that the asynchronous observation model improves the positioning accuracy by 31.48% and velocity accuracy by 24.75% than that of the synchronous observation model. With the new Doppler effects compensation method in the asynchronous observation model proposed in this paper, the positioning accuracy is improved by 32.27%, and the velocity accuracy is improved by 34.07% than that of the traditional method. The simulation results show that without considering the clock error will result in a filtering divergence. 相似文献
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为实现三维内转进气道的内收缩流场与圆锥前体的外压缩流场的良好匹配,提出了一种双模块下颌式内转进气道/圆锥前体(Double-modules Chin Inward-turning Inlet and Conical Forebody,DCII/CF)一体化设计方法,获得一种新颖的双发并置、侧向安装的DCII/CF一体化布局。针对该布局形式,开展了DCII/CF一体化构型与传统的单模块内转进气道/圆锥前体(Single-module Inward-turning Inlet and Conical Forebody,SII/CF)一体化构型的数值对比研究。结果表明:DCII/CF一体化布局不仅为内转进气道提供了优秀的前体附面层排移效果,还有效避免了传统SII/CF布局中前体附面层与进气道内部流场之间的相互干扰。在Ma∞=6.0设计状态,DCII/CF一体化布局的进气道总压恢复系数相较传统的SII/CF布局有了显著提高,从0.403提高至0.482;但由于前体附面层的排移,该布局的捕获流量略有降低, SII/CF的流量系数为0.956,该布局则为0.917。而在非设计状态,该布局形式同样具备较好的总压恢复性能,在Ma∞=5.0与Ma∞=4.0的总压恢复系数分别达到了0.586和0.682,明显高于SII/CF的总压恢复系数0.507和0.619。 相似文献
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