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High Frequency Communication Network with Diversity: System Structure and Key Enabling Techniques 被引量:4
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作者 Kun Xu Bin Jiang +4 位作者 Zeyou Su Shengqing Wang Makun Guo Xiao Li Zhiyong Du 《China Communications》 SCIE CSCD 2018年第9期46-59,共14页
High frequency sky wave communication suffers from poor performance including poor link quality and low link success rate. To enhance performance, diversity technology is proposed in the high frequency communication n... High frequency sky wave communication suffers from poor performance including poor link quality and low link success rate. To enhance performance, diversity technology is proposed in the high frequency communication network(HFCN) in this paper.First, we present the benefits and the challenges by introducing diversity technology into the existing HFCN. Secondly, to exploit the benefits fully and overcome the challenges, we propose a system structure suitable for deploying diversity technology in HFCN in large scale,based on the cloud radio access network and software defined network. Moreover, we present a general structure for the real-time updating frequency management system that plays a more important role especially when resource consuming(e.g., frequency) diversity technology is deployed. Thirdly, we investigate the key techniques enabling diversity technology deployment. Finally, we point out the future research directions to help the HFCN with diversity work more efficiently and intelligently. 展开更多
关键词 high frequency high frequency communication network diversity technology access layer and core layer frequency management system
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High Capacity Mobile Ad Hoc Network Using THz Frequency Enhancement 被引量:3
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作者 Sawatsakorn Chaiyasoonthorn Phongphun Limpaibool +1 位作者 Somsak Mitatha Preecha P. Yupapin 《International Journal of Communications, Network and System Sciences》 2010年第12期954-961,共8页
We propose a new design of the high channel capacity in Mobile Ad Hoc Network that uses the dense wave-length division multiplexing wavelength enhancement, in which the increasing in channel capacity and sig-nal secur... We propose a new design of the high channel capacity in Mobile Ad Hoc Network that uses the dense wave-length division multiplexing wavelength enhancement, in which the increasing in channel capacity and sig-nal security can be provided. The increasing in number of channel can be obtained by the increasing in wavelength density, while the security is introduced by the specific wavelength filter, which is operated by the Ad Hoc node operator and link with other nodes in coverage by dedicated one-to-one in direct or relay node. The optical communication wavelength enhancement is reviewed. The advantage is that the proposed system can be implemented and used incorporating with the existed communication link in both infrastruc-ture-based and Ad Hoc networks wireless network, where the privacy can be provided, which is discussed in details. 展开更多
关键词 Ad HOC network THZ Technology high Capacity network frequency ENHANCEMENT
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A SYNCHRONIZATION ALGORITHM FOR HF(HIGH FREQUENCY) BROADBAND OFDM SYSTEM 被引量:2
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作者 Yang Lei Zhang You'ai 《Journal of Electronics(China)》 2008年第2期258-261,共4页
In this letter,a kind of associated synchronization algorithm which is suitable for HF(High Frequency) broadband OFDM(Orthogonal Frequency Division Multiplexing) system is presented based on describing and constructin... In this letter,a kind of associated synchronization algorithm which is suitable for HF(High Frequency) broadband OFDM(Orthogonal Frequency Division Multiplexing) system is presented based on describing and constructing the GMW(Gorden,Mills and Welch) sequence. The algorithm is based on the Schmidl and Minn's symbol timing principle,the constructed GMW sequence is trans-mitted and disposed,and the synchronization is adjudicated using the correlation of GMW sequence. The simulation result indicates that this algorithm has high performance synchronization ability under the low SNR(Signal to Noise Ratio) at two different kinds of channel models. 展开更多
关键词 hf high frequency BROADBAND OFDM (Orthogonal frequency Division Multiplexing) SYNCHRONIZATION
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Research on Inter-turn Short-circuit Fault Diagnosis Method Based on High Frequency Voltage Residual for PMSM 被引量:1
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作者 Xiaobao Feng Bo Wang +2 位作者 Chaohui Liu Jiayun Zeng Zheng Wang 《CES Transactions on Electrical Machines and Systems》 CSCD 2023年第3期256-265,共10页
Inter-turn fault is a serious stator winding short-circuit fault of permanent magnet synchronous machine(PMSM). Once it occurs, it produces a huge short-circuit current that poses a great risk to the safe operation of... Inter-turn fault is a serious stator winding short-circuit fault of permanent magnet synchronous machine(PMSM). Once it occurs, it produces a huge short-circuit current that poses a great risk to the safe operation of PMSM. Thus, an inter-turn short-circuit fault(ITSCF) diagnosis method based on high frequency(HF) voltage residual is proposed in this paper with proper HF signal injection. First, the analytical models of PMSM after the ITSCF are deduced. Based on the model, the voltage residual at low frequency(LF) and HF can be obtained. It is revealed that the HF voltage residual has a stronger ITSCF detection capability compared to the LF voltage residual. To obtain optimal fault signature, a 3-phase symmetrical HF voltage is injected into the machine drive system, and the HF voltage residuals are extracted. The fault indicator is defined as the standard deviation of the 3-phase HF voltage residuals. The effectiveness of the proposed ITSCF diagnosis method is verified by experiments on a triple 3-phase PMSM. It is worth noting that no extra hardware equipment is required to implement the proposed method. 展开更多
关键词 Inter-turn short-circuit fault(ITSCF) Permanent magnet synchronous machine(PMSM) high frequency(hf)injection Voltage residual Fault diagnosis
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A Novel Device for Real-Time Monitoring of High Frequency Phenomena in CENELEC PLC Band
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作者 Bashir Ahmed Siddiqui Pertti Pakonen Pekka Verho 《Smart Grid and Renewable Energy》 2012年第2期152-157,共6页
This paper proposes the design and development of a novel, portable and low-cost intelligent electronic device (IED) for real-time monitoring of high frequency phenomena in CENELEC PLC band. A high speed floating-poin... This paper proposes the design and development of a novel, portable and low-cost intelligent electronic device (IED) for real-time monitoring of high frequency phenomena in CENELEC PLC band. A high speed floating-point digital signal processor (DSP) along with 4 MSPS analog-to-digital converter (ADC) is used to develop the intelligent electronic device. An optimized algorithm to process the analog signal in real-time and to extract the meaningful result using signal processing techniques has been implemented on the device. A laboratory environment has setup with all the necessary equipment including the development of the load model to evaluate the performance of the IED. Smart meter and concentrator is also connected to the low voltage (LV) network to monitor the PLC communication using the IED. The device has been tested in the laboratory and it has produced very promising results for time domain as well as frequency domain analysis. Those results imply that the IED is fully capable of monitoring high frequency disturbances in CENELEC PLC band. 展开更多
关键词 Power Line Communication (PLC) DIGITAL Signal PROCESSOR (DSP) Analog-to-Digital Converter (ADC) Fast FOURIER Transform (FFT) high frequency (hf) Interference
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Research on Multi-Layer Distributed HF Radio Network Structure
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作者 Hui Dai Chun-Jiang Wang Quan Yu 《Journal of Electronic Science and Technology of China》 2008年第1期16-20,共5页
High frequency(HF)transmission is an important communication techniques.However,conven-tional point-to-point transmission can be easily destroyed,which limits its utilization in practice.HF networking communication ... High frequency(HF)transmission is an important communication techniques.However,conven-tional point-to-point transmission can be easily destroyed,which limits its utilization in practice.HF networking communication has the capability against demolishment.The network structure is one of the key factors for HF networking communication.In this paper,a novel analysis method of the network connectedness based on the eigenvalue is derived,and a multi-layer distributed HF radio network structure is proposed.Both the theore-tical analysis and the computer simulation results verify that the application of the proposed network structure in the HF radio communication can improve the anti-demolishment ability of the HF network efficiently. 展开更多
关键词 high frequency (hf communication high frequency (hf network military communication network structure.
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Optimal design study of high order FIR digital filters based on neural network algorithm 被引量:2
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作者 Wang Xiaohua & He YigangCollege of Electrical and Information Engineering, Hunan University, Changsha 410082, P. R. China College of Electrical and Information Engineering, Changsha University of Science and Technology,Changsha 410077, P. R. China 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2004年第2期115-119,130,共6页
An optimal design approach of high order FIR digital filter is developed based on the algorithm of neural networks with cosine basis function . The main idea is to minimize the sum of the square errors between the amp... An optimal design approach of high order FIR digital filter is developed based on the algorithm of neural networks with cosine basis function . The main idea is to minimize the sum of the square errors between the amplitude response of the desired FIR filter and that of the designed by training the weights of neural networks, then obtains the impulse response of FIR digital filter . The convergence theorem of the neural networks algorithm is presented and proved, and the optimal design method is introduced by designing four kinds of FIR digital filters , i.e., low-pass, high-pass, bandpass , and band-stop FIR digital filter. The results of the amplitude responses show that attenuation in stop-bands is more than 60 dB with no ripple and pulse existing in pass-bands, and cutoff frequency of passband and stop-band is easily controlled precisely .The presented optimal design approach of high order FIR digital filter is significantly effective. 展开更多
关键词 high order FIR digital filters amplitude-frequency response neural network convergence theorem optimal design.
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High-resolution Image Reconstruction by Neural Network and Its Application in Infrared Imaging
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作者 张楠 金伟其 苏秉华 《Defence Technology(防务技术)》 SCIE EI CAS 2005年第2期177-181,共5页
As digital image techniques have been widely used, the requirements for high-resolution images become increasingly stringent. Traditional single-frame interpolation techniques cannot add new high frequency information... As digital image techniques have been widely used, the requirements for high-resolution images become increasingly stringent. Traditional single-frame interpolation techniques cannot add new high frequency information to the expanded images, and cannot improve resolution in deed. Multiframe-based techniques are effective ways for high-resolution image reconstruction, but their computation complexities and the difficulties in achieving image sequences limit their applications. An original method using an artificial neural network is proposed in this paper. Using the inherent merits in neural network, we can establish the mapping between high frequency components in low-resolution images and high-resolution images. Example applications and their results demonstrated the images reconstructed by our method are aesthetically and quantitatively (using the criteria of MSE and MAE) superior to the images acquired by common methods. Even for infrared images this method can give satisfactory results with high definition. In addition, a single-layer linear neural network is used in this paper, the computational complexity is very low, and this method can be realized in real time. 展开更多
关键词 high resolution reconstruction infrared high frequency component MAE(mean absolute error) MSE(mean squared error) neural network linear interpolation Gaussian LOW-PASS filter
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High resolution GPR and its experimental study 被引量:2
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作者 黄玲 曾昭发 +1 位作者 王牧男 王者江 《Applied Geophysics》 SCIE CSCD 2007年第4期301-307,共7页
We develop a high resolution ground penetrating radar system (LANRCS-GPR) based on the E5071B Vector Network Analyzer (VNA). This system takes advantage of a wideband and adjustable frequency domain ground penetra... We develop a high resolution ground penetrating radar system (LANRCS-GPR) based on the E5071B Vector Network Analyzer (VNA). This system takes advantage of a wideband and adjustable frequency domain ground penetrating radar system and adds the characteristics of a network analyzer with ultra-wideband and high precision measurement. It adopts the LAN mode to concatenate system control that reduces construction cost and makes the system easy to expand. The high resolution ground penetrating radar system carries out real time imaging using F-K migration with high calculation efficiency. The experiment results of the system indicate that the LANRCS-GPR system provides high resolution and precision, high signal-to-noise ratio, and great dynamic range. Furthermore, the LANRCS-GPR system is flexible and reliable to operate with easy to expand system functions. The research and development of the LANRCS-GPR provide the theoretical and experimental foundation for future frequency domain ground penetrating radar production and also can serve as an experimental platform with high data gathering precision, enormous information capability, wide application, and convenient operation for electromagnetic wave research and electromagnetic exploration. 展开更多
关键词 high resolution ground penetrating radar vector network analyzer and frequency domain
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基于ADSP21060的HF-MODEM/ALE控制卡设计与实现 被引量:1
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作者 杜栓义 曹华民 +3 位作者 邱长兴 钟勤 金力军 张世稳 《西安电子科技大学学报》 EI CAS CSCD 北大核心 2001年第5期689-692,共4页
介绍了基于高速信号处理器ADSP2 10 6 0的HF MODEM/ALE控制卡的硬件原理 ,讨论了串行调制解调器和自适应选频与频率管理的实现方法 .该控制卡将HF MODEM与ALE融为一体 ,具有硬件成本低、性能稳定、可靠、数据传输效率高等特点 .
关键词 串行调制解调器 自适应频率选择 ADSP21060 信号处理 控制卡 短波通信
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基于UHF和HF的局部放电降噪方法的研究 被引量:2
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作者 王晓宁 朱德恒 +1 位作者 李福祺 张继强 《高电压技术》 EI CAS CSCD 北大核心 2004年第7期27-30,共4页
采用基于阿基米德螺旋天线的特高频法与基于电流传感器的高频法对比测量的方法 ,发展了一种新型的降噪方法。其基本原理是 :高频法测得的脉冲信号中包括了油中放电信号和空气中电晕造成的脉冲干扰信号 ;特高频法测得的只有油中放电信号 ... 采用基于阿基米德螺旋天线的特高频法与基于电流传感器的高频法对比测量的方法 ,发展了一种新型的降噪方法。其基本原理是 :高频法测得的脉冲信号中包括了油中放电信号和空气中电晕造成的脉冲干扰信号 ;特高频法测得的只有油中放电信号 ;故对高频法获得的信号 ,在仅对应于特高频法获得的信号处开窗时 ,可剔除脉冲干扰而获得油中放电信号。模拟实验以及现场变压器的实测结果证明这种降噪方法可有效抑制各种干扰特别是脉冲型干扰。 展开更多
关键词 局部放电 高频法 特高频法 降噪方法 阿基米德螺旋天线
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我国中医药资源研究现状、热点及展望
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作者 姜凤 张珉 +2 位作者 陈永成 刘玉玲 陈翠珠 《中国医院》 北大核心 2025年第1期33-36,共4页
目的:探究中医药资源的研究现状、热点及展望,为中医药领域的进一步发展与研究提供借鉴。方法:采用高频关键词分析、社会网络分析和文献内容总结对国内中医药资源的研究现状进行探究。结果:相关文献在时间分布上表现为起步、波动上升和... 目的:探究中医药资源的研究现状、热点及展望,为中医药领域的进一步发展与研究提供借鉴。方法:采用高频关键词分析、社会网络分析和文献内容总结对国内中医药资源的研究现状进行探究。结果:相关文献在时间分布上表现为起步、波动上升和迅猛发展3个阶段;在区域分布上较不均衡,东部地区发文量最多,东北地区发文量最少,所有省和直辖市中北京、江苏、上海和山东的发文量最多;载文期刊分布上,核心期刊占比约为10%。通过高频词分析得到中医药、人力资源、健康旅游、卫生资源等为研究热点,并通过社会网络分析得到佐证。结论:中医药资源研究热点聚焦于中医药资源配置的公平性及配置效率、基层中医药发展、中医药资源建设及开发利用、中医药健康旅游和中医药文化等内容。今后中医药资源的研究可将重点放在中医药资源的供给和需求预测及基层中医药资源开发、管理与使用上,助力解决中医药资源分布不均的问题,推动中医药文化的传承与创新。 展开更多
关键词 中医药 中医药资源 高频关键词分析 社会网络分析
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HF电台网络组网 被引量:4
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作者 许道峰 张才华 《指挥信息系统与技术》 2013年第2期54-58,共5页
为了实现人工观察信息的实时上报以及中心控制指令的实时下发,提出了一套解决方案。该方案针对较大规模的短波通信网络及突发性网络业务,从网络拓扑结构、站点分配及频率规划、媒体接入控制与调度策略以及频率选择和切换机制等方面分别... 为了实现人工观察信息的实时上报以及中心控制指令的实时下发,提出了一套解决方案。该方案针对较大规模的短波通信网络及突发性网络业务,从网络拓扑结构、站点分配及频率规划、媒体接入控制与调度策略以及频率选择和切换机制等方面分别进行分析与设计,以保证网络在相对少的设备配置下能较好满足应用需求。 展开更多
关键词 短波通信网 媒体接入控制 信道竞争 频率规划
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基于一阶海洋回波的HF-SAR提取表层海流性能分析
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作者 薛文虎 张明敏 +1 位作者 李仙茂 袁湘辉 《电子与信息学报》 EI CSCD 北大核心 2009年第2期382-385,共4页
将合成孔径技术用于高频地波雷达,以实现单站提取表层海流,对于降低观测成本、提高效率具有重要意义。但现有的高频合成孔径雷达(HF-SAR)信号模型是基于理想点目标的,而未考虑海域分辨单元的Bragg散射效应。针对这一问题.基于一阶海洋... 将合成孔径技术用于高频地波雷达,以实现单站提取表层海流,对于降低观测成本、提高效率具有重要意义。但现有的高频合成孔径雷达(HF-SAR)信号模型是基于理想点目标的,而未考虑海域分辨单元的Bragg散射效应。针对这一问题.基于一阶海洋回波理论,该文提出了用HF-SAR提取表层海流的改进的信号模型,并分析了Bragg散射对HF-SAR方位向回波的影响。然后针对方位向回波信号的特点,给出了相应的速度估计算法。最后通过蒙特卡洛仿真分析了HF-SAR对指定海域分辨单元的速度估计性能,结果显示对于流速和流向的估计精度能够满足工程应用的要求,这表明用HF-SAR提取表层海流是可行的。 展开更多
关键词 高频合成孔径雷达 一阶海洋回波 速度估计 表层海流
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用于HF接收机的高纯度频率源的研制
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作者 程明 周叶华 姜建飞 《时间频率学报》 CSCD 2019年第1期43-52,共10页
高纯度频率源是HF(high frequency)大动态接收机的关键部件,对接收机性能有重要影响。目前,高纯度频率源的性能尚不能满足HF接收机的需要,需要进行不断的研究和改进。文章介绍了用于某机载HF接收机的高纯度频率源的研制,给出了方案原理... 高纯度频率源是HF(high frequency)大动态接收机的关键部件,对接收机性能有重要影响。目前,高纯度频率源的性能尚不能满足HF接收机的需要,需要进行不断的研究和改进。文章介绍了用于某机载HF接收机的高纯度频率源的研制,给出了方案原理和性能仿真,并进行了电路设计、加工和测试。测试结果表明,该频率源输出频率为76.8~104.8MHz,输出幅度大于+10dBm,相位噪声优于-145dBc/Hz@10KHz,杂散抑制大于86dB,换频速度小于10μs。主要指标较上一代HF接收机有了大幅提升,相噪优化了10dB,换频速度提升了4倍,而体积和功耗只有原来的1/5,具有广阔的应用前景。 展开更多
关键词 hf接收机 高纯度 频率源 直接数字频率合成
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基于HFSS和神经网络的RFID读写器天线设计
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作者 南敬昌 李锋 +1 位作者 韩宪明 李蕾 《电子元件与材料》 CAS CSCD 2017年第1期68-71,共4页
提出了一款超高频频段(Ultra High Frequency,UHF)(912~935 MHz)和ISM频段(2.415~2.465 GHz)的RFID读写器圆极化单层结构微带天线,采用FR4板材为基板、辐射贴片采用切四角的缝隙贴片的结构,实现了天线的小型化设计,满足了天线的设计要... 提出了一款超高频频段(Ultra High Frequency,UHF)(912~935 MHz)和ISM频段(2.415~2.465 GHz)的RFID读写器圆极化单层结构微带天线,采用FR4板材为基板、辐射贴片采用切四角的缝隙贴片的结构,实现了天线的小型化设计,满足了天线的设计要求。通过HFSS三维电磁仿真软件和神经网络(Neural Network,NN)对天线模型进行了仿真分析。结果表明:回波损耗小于–10 d B的阻抗带宽为23 MHz(912~935 MHz)和50 MHz(2.415~2.465 GHz);在UHF频段与ISM频段内,读写器天线的最大增益为–3.6 d B和1.857 d B,能满足我国射频识别读写器的应用要求。 展开更多
关键词 微带天线 双频 神经网络 超高频 ISM频段 小型化
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民航HF AOC话音通信系统组网改造方案设计
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作者 耿永超 谢景林 王怡翔 《现代导航》 2010年第1期42-45,共4页
本文主要探讨了对分布在全国各地航空公司HF台站进行组网升级改造,改善HF AOC的可通率和通话质量,提供新型选呼技术减少对机组和地面签派人员的无谓干扰,提出一种民航HF AOC话音通信系统组网优化方案,给航空公司用户提供一种资源利... 本文主要探讨了对分布在全国各地航空公司HF台站进行组网升级改造,改善HF AOC的可通率和通话质量,提供新型选呼技术减少对机组和地面签派人员的无谓干扰,提出一种民航HF AOC话音通信系统组网优化方案,给航空公司用户提供一种资源利用,话音效果良好的服务。 展开更多
关键词 高频(hf) hf AOC 数字选呼 有/无线转换单元 话音遥控
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基于连续变分模态分解的多端柔性直流电网单端量保护方法
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作者 王晓卫 田影 +2 位作者 林德力 王林海 屈新宇 《电网技术》 北大核心 2025年第1期353-365,I0112,共14页
针对现有多端柔性直流电网线路保护不耐受高阻和易受噪声影响等问题,提出一种基于连续变分模态分解(successive variational mode decomposition,SVMD)的多端柔性直流电网单端量保护方法。具体为:首先,采用直流极电压突变量构建保护启... 针对现有多端柔性直流电网线路保护不耐受高阻和易受噪声影响等问题,提出一种基于连续变分模态分解(successive variational mode decomposition,SVMD)的多端柔性直流电网单端量保护方法。具体为:首先,采用直流极电压突变量构建保护启动判据,进而满足保护速动性要求;其次,利用零模电压总和构造故障类型检测判据;最后,基于线模电压的高频分量在区内故障和区外故障之间存在差异这一特征,利用SVMD对线模电压进行分解,提取最高频的时频分量作为故障特征分量,进而利用故障特征分量的峰值实现故障区域的检测。大量仿真实验表明,所提保护方法可适应不同故障过渡电阻、不同故障类型、不同故障距离以及不同故障线路等工况,且能够识别雷击干扰。 展开更多
关键词 多端柔性直流电网 线路保护 连续变分模态分解 高频分量 峰值
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非侵入性脑刺激不同刺激方式对帕金森病患者认知功能影响的网状Meta分析
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作者 赵玉欣 张德旗 毕鸿雁 《中国组织工程研究》 北大核心 2025年第24期5212-5223,共12页
目的:认知功能受损是帕金森病最常见的非运动症状之一。非侵入性脑刺激作为常见的非药物治疗手段改善帕金森病认知功能的效果已经得到证实,但临床对非侵入性脑刺激最佳刺激方式的选择尚不明确。文章通过网状Meta分析的方法,评估非侵入... 目的:认知功能受损是帕金森病最常见的非运动症状之一。非侵入性脑刺激作为常见的非药物治疗手段改善帕金森病认知功能的效果已经得到证实,但临床对非侵入性脑刺激最佳刺激方式的选择尚不明确。文章通过网状Meta分析的方法,评估非侵入性脑刺激的不同刺激方式对帕金森患病者认知功能的影响,为临床最佳刺激方式的选择提供循证依据。方法:计算机检索PubMed、EMbase、Web of Science、Cochrane Library、中国知网、CBM和万方数据库中关于非侵入性脑刺激对帕金森病患者认知功能干预效果的随机对照试验,检索时限为各数据库建库至2024年8月。对照组采用常规治疗(康复训练、常规药物治疗等)或假刺激,试验组在对照组的基础上加用非侵入性脑刺激。采用Cochrane随机对照试验偏倚风险评价工具RoB 2对纳入的研究进行质量评价。由2名研究者独立进行文献筛选和资料提取,并评价纳入研究的偏倚风险。分别采用RevMan 5.4及Stata 16.0软件对短期认知功能量表评分和长期认知功能量表评分进行传统Meta分析和网状Meta分析,绘制网络关系图、联赛表和累积概率排序表。最后采用GRADE对结局指标进行证据等级评价。结果:(1)共纳入31项随机对照试验,其中8项研究被评为低风险,23项研究被评为有一定风险,无高风险研究,共计纳入1 670例受试者,涉及14种非侵入性脑刺激的不同刺激方式。(2)网状Meta分析结果显示:与常规治疗相比,高频重复经颅磁刺激第一运动皮质(SMD=0.73,95%CI:0.14-1.32,P<0.05;SUCRA=66.2%)在改善帕金森病患者短期认知功能方面疗效最佳,其次是经颅直流电刺激背外侧前额叶皮质(SMD=0.56,95%CI:0.14-0.98,P<0.05,SUCRA=54.4%)和高频重复经颅磁刺激背外侧前额叶皮质(SMD=0.52,95%CI:0.11-0.93,P<0.05;SUCRA=51.4%);在改善帕金森病患者长期认知功能方面,高频重复经颅磁刺激第一运动皮质(SMD=1.17,95%CI:0.48-1.85;P<0.05;SUCRA=91.2%)效果最佳。结论:现有的低等强度临床证据表明,高频重复经颅磁刺激第一运动皮质在改善帕金森病患者短期认知功能方面效果最佳,其次是经颅直流电刺激背外侧前额叶皮质和高频重复经颅磁刺激背外侧前额叶皮质。同时,高频重复经颅磁刺激第一运动皮质在改善帕金森病患者长期认知功能方面也是最佳刺激方式。 展开更多
关键词 帕金森病 非侵入性脑刺激 经颅直流电刺激 重复经颅磁刺激 高频重复经颅磁刺激 高低频交互重复经颅磁刺激 认知障碍 网状Meta分析
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基于频域格拉姆角场与多尺度深度残差网络的高频变负载滚动轴承故障诊断研究
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作者 夏之罡 楼小波 +1 位作者 马爱军 翁兴辰 《现代制造工程》 北大核心 2025年第1期137-147,162,共12页
传动部件运行状态的鲁棒辨识对于保障电力山地清障车服役性能有着重要的意义,在高频变负载运行和高噪声环境下,采集的振动信号常受复杂传递路径和部件耦合的影响,导致受到噪声的干扰,给山地清障车轴承故障的准确诊断带来了挑战。提出了... 传动部件运行状态的鲁棒辨识对于保障电力山地清障车服役性能有着重要的意义,在高频变负载运行和高噪声环境下,采集的振动信号常受复杂传递路径和部件耦合的影响,导致受到噪声的干扰,给山地清障车轴承故障的准确诊断带来了挑战。提出了一种基于频域格拉姆角场与多尺度深度残差网络(Residual Networks,ResNet)的滚动轴承故障诊断模型,通过格拉姆角场对时序信号的频域成分进行重构,通过多尺度注意力增强机制对特征进行加权和增强,使故障诊断模型能够自适应地关注故障诊断中最重要的特征,同时抑制噪声的影响。引入残差连接以促进深层网络的训练和信息流动,从而促进模型对复杂特征的学习。采用西安交通大学滚动轴承故障加速寿命试验数据集和利用滚动轴承试验台采集的山地清障车滚动轴承数据集进行验证,2个数据集的故障识别率都达到99%以上,验证了所提出故障诊断模型的有效性。对比不同变负载工况,模型故障识别率均达到了98.5%以上,在-6 dB噪声的高频变负载环境下,识别率仍达到90%以上,进一步验证了故障诊断模型可用于山地清障车轴承故障识别,并具有良好的鲁棒性和泛化能力。 展开更多
关键词 格拉姆角场 多尺度 残差网络 高频变负载 轴承故障诊断 山地清障车
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