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An extended state observer with adjustable bandwidth for measurement noise
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作者 ZHANG Shihua QI Xiaohui YANG Sen 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2024年第1期233-241,共9页
In this paper,a bandwidth-adjustable extended state observer(ABESO)is proposed for the systems with measurement noise.It is known that increasing the bandwidth of the observer improves the tracking speed but tolerates... In this paper,a bandwidth-adjustable extended state observer(ABESO)is proposed for the systems with measurement noise.It is known that increasing the bandwidth of the observer improves the tracking speed but tolerates noise,which conflicts with observation accuracy.Therefore,we introduce a bandwidth scaling factor such that ABESO is formulated to a 2-degree-of-freedom system.The observer gain is determined and the bandwidth scaling factor adjusts the bandwidth according to the tracking error.When the tracking error decreases,the bandwidth decreases to suppress the noise,otherwise the bandwidth does not change.It is proven that the error dynamics are bounded and converge in finite time.The relationship between the upper bound of the estimation error and the scaling factor is given.When the scaling factor is less than 1,the ABESO has higher estimation accuracy than the linear extended state observer(LESO).Simulations of an uncertain nonlinear system with compound disturbances show that the proposed ABESO can successfully estimate the total disturbance in noisy environments.The mean error of total disturbance of ABESO is 15.28% lower than that of LESO. 展开更多
关键词 extended state observer(ESO) boundedness and convergence adjustable bandwidth measurement noise
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Method of adaptive PLL bandwidth adjustment without phase slipping 被引量:3
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作者 Yannian Lou Chaojie Zhang +1 位作者 Xiaojun Jin Zhonghe Jin 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2014年第6期949-958,共10页
In a system based on the phase lock loop(PLL), a trade-off must be made between the tracking precision and the dynamic performance if constant parameters are adopted. To overcome this drawback, a new method called n... In a system based on the phase lock loop(PLL), a trade-off must be made between the tracking precision and the dynamic performance if constant parameters are adopted. To overcome this drawback, a new method called no phase slipping adaptive bandwidth(NPS-AB) is proposed, which can adjust the loop bandwidth adaptively for different working conditions. As a result, both the tracking precision and the dynamic performance can be achieved concurrently. NPS-AB has two features to keep the loop stable: one is the capability of quick response to dynamics; the other is a series of additional constraints when the bandwidth is switched. Compared with other methods, there is no phase slipping during the adjustment process for NPS-AB. The phase integer ambiguity can be avoided and the phase value is kept valid. It is meaningful for carrier ranging systems. Simulation results show that NPS-AB can deal with sudden dynamics and keep the pseudo-range value stable in the entire dynamic process. 展开更多
关键词 bandwidth adjustment tracking performance phase slipping adaptive loop
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Multicast routing algorithm of multiple QoS based on widest-bandwidth 被引量:4
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作者 Chen Niansheng Li Layuan Dong Wushi 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2006年第3期642-647,共6页
A multicast routing algorithm of multiple QoS constraints based on widest-bandwidth (MRQW) which takes available bandwidth as the prime metric, considering the constraints of the surplus energy of the node, delay an... A multicast routing algorithm of multiple QoS constraints based on widest-bandwidth (MRQW) which takes available bandwidth as the prime metric, considering the constraints of the surplus energy of the node, delay and delay jitter, is presented. The process of routing based on MRQW is provided for as well. Correctness proof and the complexity analysis of the MRQW are also given in the paper. Simulation results show that the MRQW has a good performance in creating multicast trees. It not only satisfys multiple QoS constraints but also makes multicast links have larger available bandwidth 展开更多
关键词 computer network Ad hoc networks QoS multicast routing available bandwidth.
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Spectral transformation-based technique for reducing effect of limited pre-correlation bandwidth in the GNSS receiver filter in presence of noise and multipath 被引量:2
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作者 TITOUNI Salem ROUABAH Khaled +3 位作者 ATIA Salim FLISSI Mustapha MEZAACHE Salaheddine BOUHLEL Mohamed Salim 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2020年第2期252-265,共14页
This paper proposes an efficient scheme to reduce the pre-correlation bandwidth effect in the global navigation satellite system(GNSS)receiver filtering process.It is mainly based on the application of a spectral tran... This paper proposes an efficient scheme to reduce the pre-correlation bandwidth effect in the global navigation satellite system(GNSS)receiver filtering process.It is mainly based on the application of a spectral transformation to the satellite-emitted signal that effectively reduces its band.At the receiver's end,this operation causes the spreading of noise over a much wider band than that used by the radio frequency stage.Consequently,the resulting auto-correlation function in the acquisition process acquires properties that enhance considerably the performance of the receiver in the presence of the multipath and noise disturbing phenomena.The simulation results demonstrate that the proposed method is a plausible solution for both multipath and noise problems in the GNSS applications for any limited value of the pre-correlation bandwidth in the receiver filter. 展开更多
关键词 precorrelation bandwidth spectral TRANSFORMATION MULTIPATH noise
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Dynamic bandwidth allocation algorithm for full-band utilization 被引量:1
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作者 Han Guodong Wang Hui Wu Jiangxing 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2006年第1期223-229,共7页
To improve and optimize the bandwidth utilization for multi-service packet transporting system, a kind of Dynamic Full Bandwidth Utilized (DFBU) allocation algorithm allowing a single link to use far beyond its fair... To improve and optimize the bandwidth utilization for multi-service packet transporting system, a kind of Dynamic Full Bandwidth Utilized (DFBU) allocation algorithm allowing a single link to use far beyond its fair share bandwidth is presented. Three important parameters as the bound on max and minimum bandwidth, the maximum packet delay and the minimum bandwidth utilization are discussed and analyzed. Results of experiments show that the DFBU-algorithm is capable of making a single link in the system use all the spare bandwidth (up to full-bandwidth) while the performance of fairness and QoS requirement is still guaranteed. 展开更多
关键词 full-band utilize dynamic allocation algorithm FAIRNESS bandwidth utilization
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Dynamic resource management using bandwidth brokers 被引量:1
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作者 Yu Chengzhi Song Hantao +1 位作者 Hou Xianjun Pan Chengsheng 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2006年第3期660-668,共9页
The admission control issue in the design of a centralized bandwidth broker model for dynamic control and management of QoS provisioning is studied. A two-phase differentiated flow treatment based dynamic admission co... The admission control issue in the design of a centralized bandwidth broker model for dynamic control and management of QoS provisioning is studied. A two-phase differentiated flow treatment based dynamic admission control scheme under the centralized bandwidth broker model is proposed. In the proposed scheme, the flow requests are classified into two classes and get differentiated treatment according to their QoS demands. We demonstrate that this admission control scheme can not only improve the resource utilization but also guarantee the flows' QoS. Furthermore, the admission control is divided into two phases: edge admission control and interior admission control. During the interior phase, the PoQ scheme is adopted, which enhances the call processing capability of the bandwidth broker. The simulation results show that the proposed scheme can result in lower flow blocking probability and higher resource utilization. And it also reduces the number of QoS state accesses/updates, thereby increasing the overall call processing capability of the bandwidth broker. 展开更多
关键词 admission control quality of services bandwidth broker.
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Bandwidth adaption for kernel particle filter 被引量:1
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作者 Fu Li Guangming Shi Fei Qi Li Zhang 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2011年第2期340-346,共7页
A novel particle filter bandwidth adaption for kernel particle filter (BAKPF) is proposed. Selection of the kernel bandwidth is a critical issue in kernel density estimation (KDE). The plug-in method is adopted to... A novel particle filter bandwidth adaption for kernel particle filter (BAKPF) is proposed. Selection of the kernel bandwidth is a critical issue in kernel density estimation (KDE). The plug-in method is adopted to get the global fixed bandwidth by optimizing the asymptotic mean integrated squared error (AMISE) firstly. Then, particle-driven bandwidth selection is invoked in the KDE. To get a more effective allocation of the particles, the KDE with adap- tive bandwidth in the BAKPF is used to approximate the posterior probability density function (PDF) by moving particles toward the posterior. A closed-form expression of the true distribution is given. The simulation results show that the proposed BAKPF performs better than the standard particle filter (PF), unscented particle filter (UPF) and the kernel particle filter (KPF) both in efficiency and estimation precision. 展开更多
关键词 kernel density estimation adaptive bandwidth kernel particle filter.
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On-demand QoS routing protocol based on energy and bandwidth requirement in Ad Hoc networks
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作者 石为人 黄超 雷璐宁 《仪器仪表学报》 EI CAS CSCD 北大核心 2008年第9期1793-1798,共6页
Along with the emergence of real-time multi-media,interactive service,real-time voice and other services calling for high quality of service,there should be a good network to support those services.Most present route ... Along with the emergence of real-time multi-media,interactive service,real-time voice and other services calling for high quality of service,there should be a good network to support those services.Most present route algo- rithms with computational complexity hardly consider the restriction of node energy,so it degrades the whole capabil- ity of network.Bandwidth guarantee is one of the most crucial factors in real-time application,and this paper brings forward a distributed on-demand QoS routing protocol based on energy and bandwidth requirement.This QoS routing protocol makes use of bandwidth calculation algorithm and analyzes its route mechanism.The simulation results veri- fy its validity.The QoS routing protocol improves the packet delivery fraction and average end-to-end delay,prolongs the network lifetime,enhances the network performance and satisfies the route requirement for ad hoc networks. 展开更多
关键词 通信系统 实时多媒体系统 声音 计算方法
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New bandwidth algorithmand its performance analysis in integrated service network
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作者 宋晖 叶梧 +1 位作者 冯穗力 黄生叶 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2005年第3期660-664,共5页
Because of no strict expression of calculating call blocking probability (CBP) in the solution procedure of virtual-path bandwidth allocation problem, the process of calculating bandwidth through CBP and traffic loa... Because of no strict expression of calculating call blocking probability (CBP) in the solution procedure of virtual-path bandwidth allocation problem, the process of calculating bandwidth through CBP and traffic load adopts the iteration algorithm in common, which is an inverse process of calculating CBP through traffic load and bandwidth. It limits computing speed by a long way because of including recursion. An approximate algorithm of bandwidth is presented. We compare the performance of this algorithm with that of another classical algorithm and conclude that the former makes a great increase in speed with little error about 2 %. 展开更多
关键词 bandwidth quality of service call blocking probability virtual path.
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Cross-layer resource allocation based on equivalent bandwidth in OFDMA systems
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作者 Su Pan Cheng Li +1 位作者 Sheng Zhang Danwei Chen 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2016年第4期754-762,共9页
A quality of service(QoS) guaranteed cross-layer resource allocation algorithm with physical layer, medium access control(MAC) layer and call admission control(CAC) considered simultaneously is proposed for the ... A quality of service(QoS) guaranteed cross-layer resource allocation algorithm with physical layer, medium access control(MAC) layer and call admission control(CAC) considered simultaneously is proposed for the full IP orthogonal frequency division multiple access(OFDMA) communication system, which can ensure the quality of multimedia services in full IP networks.The algorithm converts the physical layer resources such as subcarriers, transmission power, and the QoS metrics into equivalent bandwidth which can be distributed by the base station in all three layers. By this means, the QoS requirements in terms of bit error rate(BER), transmission delay and dropping probability can be guaranteed by the cross-layer optimal equivalent bandwidth allocation. The numerical results show that the proposed algorithm has higher spectrum efficiency compared to the existing systems. 展开更多
关键词 resource allocation equivalent bandwidth crosslayer optimization orthogonal frequency division multiple access(OFDMA)
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A Constant-bandwidth MPPT Strategy for Variable-speed WECS 被引量:23
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作者 CHEN Jiawei CHEN Jie GONG Chunying 《中国电机工程学报》 EI CSCD 北大核心 2012年第27期I0003-I0003,179,共1页
对变速风力发电机组在额定风速以下实施最大功率跟踪控制有利于提高机组的发电效率,进而提高机组的年发电量。目前广泛运用的最大功率跟踪控制方法为功率反馈最大功率跟踪策略。该文从最大功率跟踪的跟踪带宽角度出发,研究发现功率反... 对变速风力发电机组在额定风速以下实施最大功率跟踪控制有利于提高机组的发电效率,进而提高机组的年发电量。目前广泛运用的最大功率跟踪控制方法为功率反馈最大功率跟踪策略。该文从最大功率跟踪的跟踪带宽角度出发,研究发现功率反馈最大功率跟踪控制策略存在跟踪带宽低,且随着风速的减小而进一步恶化的缺点。之后,针对该问题,提出一种恒定带宽的最大功率跟踪控制方法,该方法通过在功率反馈最大功率跟踪控制策略中引入误差功率前馈信号,实现了最大功率跟踪带宽恒定的目的。在实验室内建立了一套1.2kW的变速风力发电实验系统,实验结果验证了所提方法的正确性和可行性。 展开更多
关键词 变速风力发电机组 MPPT 带宽 最大功率点跟踪 恒定 涡轮效率 额定风速 年发电量
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Dynamic Bandwidth Allocation Technique in ATM Networks Based on Fuzzy Neural Networks and Genetic Algorithm
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作者 Zhang Liangjie Li Yanda Wang Pu (Dept of Automation Tsinghua University, Beijing 100084) 《通信学报》 EI CSCD 北大核心 1997年第3期10-17,共8页
DynamicBandwidthAlocationTechniqueinATMNetworksBasedonFuzyNeuralNetworksandGeneticAlgorithm①ZhangLiangjieLiY... DynamicBandwidthAlocationTechniqueinATMNetworksBasedonFuzyNeuralNetworksandGeneticAlgorithm①ZhangLiangjieLiYandaWangPu(Deptof... 展开更多
关键词 模糊神经网 动态带宽分配 异步传输网 基因算法
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宽带声光偏转器研究进展与应用展望
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作者 杨涛 张泽红 +4 位作者 高维松 吴畏 曾梦婷 刘彦 令狐梅傲 《压电与声光》 北大核心 2025年第4期665-671,共7页
宽带声光偏转器是一种高效光束调控器件,具有高速、高精度、无惯性等优势,在多个新兴领域具有重要应用。介绍了声光偏转器的工作原理,并探讨了提高声光偏转器工作带宽的技术途径。提出了多片换能器超声跟踪技术方案,并回顾了国内外宽带... 宽带声光偏转器是一种高效光束调控器件,具有高速、高精度、无惯性等优势,在多个新兴领域具有重要应用。介绍了声光偏转器的工作原理,并探讨了提高声光偏转器工作带宽的技术途径。提出了多片换能器超声跟踪技术方案,并回顾了国内外宽带声光偏转器最新研究进展。最后对宽带声光偏转器的主要应用方向和前景进行了展望。 展开更多
关键词 声光偏转器 带宽 光扫描
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参数带宽化的双摆桥式起重机线性自抗扰控制
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作者 邵雪卷 韩雨豪 +3 位作者 周亮亮 孙来庆 陈志梅 张井岗 《振动与冲击》 北大核心 2025年第4期82-90,共9页
桥式起重机作为工业上广泛应用的运输设备,在实际起动时,台车移动势必会带动吊钩以及负载产生两级摆角,增加小车定位与实时消摆的难度。针对这种情况,提出一种参数基于带宽调节的线性自抗扰控制方法,以消除初始负载摆角、内部不确定状... 桥式起重机作为工业上广泛应用的运输设备,在实际起动时,台车移动势必会带动吊钩以及负载产生两级摆角,增加小车定位与实时消摆的难度。针对这种情况,提出一种参数基于带宽调节的线性自抗扰控制方法,以消除初始负载摆角、内部不确定状态以及外界扰动对系统的影响。首先,将系统解耦成三个控制量互不包含的子系统;其次,对解耦后的子系统分别设计线性扩张状态观测器和线性控制器;最后,结合Lyapunov方法将设计的扩张状态观测器和控制器参数带宽化并进行收敛性和稳定性分析。仿真结果表明,所提控制方法能够在强扰动影响下准确平稳地将负载运输到目标位置并快速消除两级摆动,同时对模型参数变化具有较强的鲁棒性。 展开更多
关键词 双摆桥式起重机 带宽法 自抗扰 线性扩张状态观测器
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路口重复放行的公交与社会车辆协同绿波优化模型
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作者 张鹏 李兴旺 +2 位作者 姬炳豪 孙超 李文权 《交通运输系统工程与信息》 北大核心 2025年第4期53-62,共10页
为解决公交优先与社会车辆通行效率之间的矛盾,同时兼顾绿波效应,本文提出一种基于路口重复放行的公交与社会车辆协同绿波优化模型。通过引入路口重复放行机制,实现公交与社会车辆在同一交叉口的动态协同优化。模型首先定义了“绿波对... 为解决公交优先与社会车辆通行效率之间的矛盾,同时兼顾绿波效应,本文提出一种基于路口重复放行的公交与社会车辆协同绿波优化模型。通过引入路口重复放行机制,实现公交与社会车辆在同一交叉口的动态协同优化。模型首先定义了“绿波对”概念,在此基础上,提出以绿波带宽加权和最大化为目标的优化方法,兼顾不同车型的需求以及绿波前后段的截停问题。优化过程中,考虑信号相位差、是否重复放行和信号周期等因素,建立行人过街与绿波约束条件。为验证所提模型的有效性,本文选择镇江市中山东路作为案例,通过VISSIM软件进行仿真分析。结果表明,相较于Multiband与整体式干线公交绿波优化控制方法,本文模型有效减少干线直行及左转社会车辆与公交的平均延误时间和停车次数达30%~34%,对绿波带宽优化达32%~40%。 展开更多
关键词 智能交通 协同优化 整数线性规划 公交优先 重复放行 绿波带宽
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低带宽场景下防合谋多方隐私集合并集协议
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作者 张恩 王梦涛 +2 位作者 郑东 禹勇 黄昱晨 《通信学报》 北大核心 2025年第1期210-221,共12页
针对现存的多方隐私集合并集(MPSU)协议存在交互轮数多以及通信开销大等问题,使其无法在低带宽场景中得以有效应用,设计了一种基于不经意键值存储和门限同态加密技术的不经意匹配置换方法,并运用该方法提出了一种半诚实模型下的多方隐... 针对现存的多方隐私集合并集(MPSU)协议存在交互轮数多以及通信开销大等问题,使其无法在低带宽场景中得以有效应用,设计了一种基于不经意键值存储和门限同态加密技术的不经意匹配置换方法,并运用该方法提出了一种半诚实模型下的多方隐私集合并集协议。该协议允许N个参与方共同计算所有集合的并集,且不会泄露任何其他的信息,具有通信轮数少、能抵御N-1个参与方的合谋、通信开销低等优势,比现有最先进的多方隐私集合并集的通信开销降低了65%左右。 展开更多
关键词 多方隐私集合并集 低带宽场景 不经意键值存储 半诚实模型 门限同态加密
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高速16APSK信号并行载波同步算法
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作者 罗义军 厉子豪 《电信科学》 北大核心 2025年第9期85-92,共8页
提出一种16APSK信号的高速并行载波同步算法。该算法采用递归结构设计环路滤波器与数控振荡器。在Simulink平台上进行仿真,并在800Msps符号速率的高速条件下,与现有的两种并行载波同步算法进行对比测试。结果表明,在误比特率性能与对比... 提出一种16APSK信号的高速并行载波同步算法。该算法采用递归结构设计环路滤波器与数控振荡器。在Simulink平台上进行仿真,并在800Msps符号速率的高速条件下,与现有的两种并行载波同步算法进行对比测试。结果表明,在误比特率性能与对比算法相同的同时,该算法捕获带宽提升至对比算法的2倍以上。采用该算法完成解调时,解调损失小于1.5dB。 展开更多
关键词 16APSK 载波同步 高符号速率 捕获带宽
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恒定带宽的高选择性平衡可调带通滤波器
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作者 王友保 鲍岩 +1 位作者 张天豪 马君鑫 《电子测量与仪器学报》 北大核心 2025年第4期26-33,共8页
针对传统可调滤波器在中心频率调谐过程中难以维持恒定带宽的技术难题,设计了一款新的中心频率可调、带宽恒定、高频率选择特性的平衡带通滤波器。该滤波器基于谐振器之间存在的电磁耦合,采用4个可调谐振器来构成3个耦合结构,并在馈电... 针对传统可调滤波器在中心频率调谐过程中难以维持恒定带宽的技术难题,设计了一款新的中心频率可调、带宽恒定、高频率选择特性的平衡带通滤波器。该滤波器基于谐振器之间存在的电磁耦合,采用4个可调谐振器来构成3个耦合结构,并在馈电电路上引入源与负载的耦合,以便在通带两侧各产生2个传输零点;仅使用同一个直流偏置电压加载于变容二极管,实现了滤波器的中心频率的可调;采用奇偶模分析理论,以及利用耦合系数、外部品质因数分别随谐振频率变化的目标曲线,实现了滤波器的带宽恒定、插损小、带外抑制好的设计目标。滤波器的仿真和实测性能基本一致,其可调中心频率范围为788~978 MHz,而在此可调中心频率范围内维持3 dB带宽为(43±1.2 MHz)不变。与现有技术相比,该设计在保持恒定带宽的同时,通过谐振器结构的优化折叠,有效减小了器件尺寸,为高性能可调滤波器的实现提供了一种可行的解决方案。 展开更多
关键词 可调滤波器 恒定带宽 高频率选择性 传输零点
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基于GRU与非参数核密度估计的煤矿工作面瓦斯浓度区间预测模型
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作者 王向前 王琴 徐宁可 《矿业安全与环保》 北大核心 2025年第5期8-15,共8页
瓦斯浓度预测对于瓦斯灾害防治具有重要意义。针对瓦斯浓度预测中预测精度低、泛化能力弱和单点预测方法描述信息过于单一的问题,提出一种基于GRU和NKDE的区间预测模型。首先,采用GRU网络实现瓦斯浓度的点预测,并在此基础上构建一组瓦... 瓦斯浓度预测对于瓦斯灾害防治具有重要意义。针对瓦斯浓度预测中预测精度低、泛化能力弱和单点预测方法描述信息过于单一的问题,提出一种基于GRU和NKDE的区间预测模型。首先,采用GRU网络实现瓦斯浓度的点预测,并在此基础上构建一组瓦斯浓度预测误差数据集;然后,以渐进积分均方误差为准则进行窗宽优化,实现非参数核密度估计;最后,通过叠加点预测结果,得到不同置信度下的瓦斯浓度区间预测结果,并进行评估。选取不同工作面的2组历史数据进行验证,研究结果表明:与SVM、BP和ARIMA等方法相比,GRU网络预测精度更高;基于GRU网络预测生成的误差数据集,与高斯模型及随机窗宽的非参数核密度估计模型相比,最优窗宽的非参数核密度估计模型更接近真实的预测误差分布,能够有效预测煤矿瓦斯浓度的区间。研究结果可为煤矿安全管理提供参考依据。 展开更多
关键词 瓦斯浓度 门控循环单元 非参数核密度估计 窗宽优化 区间预测
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Phase error analysis and optimization for chirp transform spectrometer
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作者 RU Penglei LIU Mengwei +1 位作者 HU Baifan WANG Wen 《Journal of Systems Engineering and Electronics》 2025年第3期597-608,共12页
In the field of deep space exploration,the rapid development of terahertz spectrometer has put forward higher requirements to the back-end chirp transform spectrometer(CTS)system.In order to simultaneously meet the me... In the field of deep space exploration,the rapid development of terahertz spectrometer has put forward higher requirements to the back-end chirp transform spectrometer(CTS)system.In order to simultaneously meet the measurement requirements of wide bandwidth and high accuracy spectral lines,we built a CTS system with an analysis bandwidth of 1 GHz and a frequency resolution of 100 kHz around the surface acoustic wave(SAW)chirp filter with a bandwidth of 1 GHz.In this paper,the relationship between the CTS nonlinear phase error shift model and the basic measurement parameters is studied,and the effect of CTS phase mismatch on the pulse compression waveform is analyzed by simulation.And the expander error optimization method is proposed for the problem that the large nonlinear error of the expander leads to the unbalanced response of the CTS system and the serious distortion of the compressed pulse waveform under large bandwidth.It is verified through simulation and experiment that the method is effective for reducing the root mean square error(RMSE)of the phase of the expander from 18.75°to 6.65°,reducing the in-band standard deviation of the CTS frequency resolution index from 8.43 kHz to 4.72 kHz,solving the problem of serious distortion of the compressed pulse waveform,and improving the uneven CTS response under large bandwidth. 展开更多
关键词 chirp transform spectrometer(CTS) microwave heterodyne spectroscopy phase error compensation surface acoustic wave(SAW) wide bandwidth
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