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无人机信号时差估计算法研究分析
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作者 孙大洋 尹铎城 +2 位作者 徐睿阳 周昊燃 范宇哲 《无人系统技术》 2026年第1期90-101,共12页
随着无人机“黑飞”问题日益凸显,无人机检测与定位技术受到了广泛关注。由于时差估计是到达时差(TDOA)定位的核心,为确定适用于无人机信号的最优时差估计算法,对广义互相关(GCC)、多重信号分类(MUSIC)算法以及小波变换分析三种算法进... 随着无人机“黑飞”问题日益凸显,无人机检测与定位技术受到了广泛关注。由于时差估计是到达时差(TDOA)定位的核心,为确定适用于无人机信号的最优时差估计算法,对广义互相关(GCC)、多重信号分类(MUSIC)算法以及小波变换分析三种算法进行综合评析与仿真实验。首先,对上述算法的国内外研究进行梳理,并从抗干扰能力、计算量和适用范围等角度对上述时差估计算法进行对比分析。其次,通过基于正交频分复用(OFDM)信号的时差估计仿真实验,得出在高斯噪声环境下,GCC呈现最高的估计精度,在30 dB下达到0.398%的相对误差;同时,还设置了各算法的运行时间以及对不同噪声的鲁棒性测试实验,并进行结果分析与原因探究。最后,总结各实验表现,得出GCC为无人机信号时差估计最优算法,并探讨了时差估计的后续研究方向和前景。 展开更多
关键词 无人机定位 时差估计 广义互相关 MUSIC算法 小波变换 OFDM信号
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极化敏感阵列二维DOA与极化参数联合估计的FPGA实现
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作者 刘鲁涛 魏潇潇 郭沐然 《电子信息对抗技术》 2026年第1期101-108,共8页
针对在现场可编程门阵列(Field Programmable Gate Array,FPGA)上实现基于极化敏感阵列的多重信号分类(Multiple Signal Classification,MUSIC)算法进行二维波达方向(Direction of Arrival,DOA)和二维极化参数联合估计时,硬件资源占用... 针对在现场可编程门阵列(Field Programmable Gate Array,FPGA)上实现基于极化敏感阵列的多重信号分类(Multiple Signal Classification,MUSIC)算法进行二维波达方向(Direction of Arrival,DOA)和二维极化参数联合估计时,硬件资源占用大、运行时间长的问题,提出了一种基于极化MUSIC算法的四维参数联合估计FPGA实现架构。该架构包括信号协方差矩阵计算模块、Jacobi旋转模块、噪声子空间提取模块、两级空间谱搜索模块和极化参数计算模块。Jacobi旋转模块被拆分为多个可复用模块,并采用查找表模块生成旋转矩阵。一级空间谱搜索模块通过二维DOA搜索初步确定信源的角度信息。二级空间谱搜索模块根据一级搜索的角度结果确定二级搜索区域各点的极化信息,并计算该区域的四维空间谱,区域内最小值对应的四维参数信息即为最终估计的信源方向角、俯仰角、极化辅助角和极化相位角。仿真结果表明,与传统极化MUSIC算法的四维搜索算法相比,该架构避免了大量四维空间谱计算,同时保证了四维参数估计的精度,显著减少了运行时间和硬件资源消耗。 展开更多
关键词 FPGA 极化敏感阵列 MUSIC算法 波达方向 极化参数 四维参数联合估计
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基于聚类改进MUSIC的多目标方向感知算法
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作者 韩曦 万继银 +2 位作者 李沛阳 毕福昆 司黎明 《华中科技大学学报(自然科学版)》 北大核心 2026年第3期85-91,共7页
针对智能反射面辅助的感知系统中,基于能量占比的子空间分类准则在低信噪比下极易出现方向角(DOA)多估的问题,提出了一种基于密度聚类改进多信号分类(DENCLUE-MUSIC)的多目标方向感知算法.首先对接收信号自相关矩阵进行特征值分解;然后... 针对智能反射面辅助的感知系统中,基于能量占比的子空间分类准则在低信噪比下极易出现方向角(DOA)多估的问题,提出了一种基于密度聚类改进多信号分类(DENCLUE-MUSIC)的多目标方向感知算法.首先对接收信号自相关矩阵进行特征值分解;然后使用DENCLUE算法估计目标个数,得到噪声子空间;最后使用谱峰搜索获取多个目标的方向角.仿真结果表明:与现有的基于特征值聚类的MUSIC算法相比,本文算法的复杂度更低,计算时间更短,体现了所提DENCLUE-MUSIC算法的优势. 展开更多
关键词 目标感知 角度估计 MUSIC算法 聚类 谱峰搜索
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浅海掩埋式光纤水听器阵列位置有源校准方法
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作者 马嘉君 侯朋 +2 位作者 王文冠 李光远 杨松 《舰船科学技术》 北大核心 2026年第1期141-146,共6页
针对浅海掩埋式光纤水听器阵列位置校准的工程需求实际,提出一种融合时延估计和遗传优化算法的三辅助源阵列位置有源校准方法。首先,利用位于阵列近场位置已知、分时工作的双辅助声源发射宽频带信号,借助经典时延估计获取阵列位置初始值... 针对浅海掩埋式光纤水听器阵列位置校准的工程需求实际,提出一种融合时延估计和遗传优化算法的三辅助源阵列位置有源校准方法。首先,利用位于阵列近场位置已知、分时工作的双辅助声源发射宽频带信号,借助经典时延估计获取阵列位置初始值;其次,利用位于阵列远场位置已知的单一辅助声源发射单频窄带信号,借助基于遗传算法和MUSIC算法的阵列位置寻优方法,通过全局最小化适应度函数迭代寻优,得到更为准确的阵列位置。仿真和海试结果表明,本文提出的方法较好克服了浅海环境单一阵列远场校准面临的水声信道强多途干扰及远距离声传播衰减导致的接收信噪比不足等问题,具有良好的校准精度、环境适应性和广阔的应用前景。 展开更多
关键词 阵列位置校准 光纤水听器 辅助源 遗传算法 MUSIC算法
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应用波达方位估计的电机电磁噪声诊断方法研究
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作者 沈振燚 王子辉 +1 位作者 翁晓伟 陶嘉威 《中国测试》 北大核心 2026年第3期25-33,共9页
针对永磁电机电磁噪声定位问题,提出一种基于声源波达方位估计的电磁噪声诊断方法。该方法在电机由变频器供电的运行工况下进行多信道噪声采样,通过先验频率数据识别各噪声信道中的电机电磁噪声源特征,结合DBSCAN聚类算法和能量门限,有... 针对永磁电机电磁噪声定位问题,提出一种基于声源波达方位估计的电磁噪声诊断方法。该方法在电机由变频器供电的运行工况下进行多信道噪声采样,通过先验频率数据识别各噪声信道中的电机电磁噪声源特征,结合DBSCAN聚类算法和能量门限,有效提取窄带信号。采用改进的噪声子空间重构算法——MCT-IRNSMUSIC对窄带信号进行波达方位(direction of arrival,DOA)估计,并通过自适应加权得到最终DOA估计结果。该算法拓展了阵列孔径,实现了针对多相干信号源的有效方位角估计,提高了混响环境下的准确性。仿真对比和实验结果表明,相较于传统算法,该方法具有更高的准确性和鲁棒性,其噪声源定位准确率可达96.2%,在工程应用中具有参考价值。 展开更多
关键词 电磁噪声 DBSCAN算法 波达方位估计 相干信号 MUSIC算法
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The Child Confucius Playing with Ritual Artifacts
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《China Today》 2026年第3期67-67,共1页
Confucius was born in the state of Lu,the cultural exemplar of ritual propriety and music during the Zhou Dynasty period.Immersed in this rich cultural environment,the young Confucius enjoyed laying out cups and bowls... Confucius was born in the state of Lu,the cultural exemplar of ritual propriety and music during the Zhou Dynasty period.Immersed in this rich cultural environment,the young Confucius enjoyed laying out cups and bowls fashioned from clay on a table,pretending to officiate at mock rituals.Confucius’early life laid the groundwork for his future development as a master of ritual propriety and music and the founder of the influential Confucian school. 展开更多
关键词 master ritual propriety music CONFUCIUS Zhou dynasty confucian school laying cups bowls fashioned clay ritual artifacts Lu state ritual propriety music
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Happy Birthday,Mozart!
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作者 Ruth Devlin 《空中英语教室(初级版.大家说英语)》 2026年第1期41-44,56,55,共6页
Find lt What could Mozart also do really well?Conversation A(in the studio)Teaching lvy:Zach:Ivy:Zach:Ivy:Let's talk about music today,Zach.Sure,lvy!I love all kinds of music.Me,too.So,let's celebrate a famous... Find lt What could Mozart also do really well?Conversation A(in the studio)Teaching lvy:Zach:Ivy:Zach:Ivy:Let's talk about music today,Zach.Sure,lvy!I love all kinds of music.Me,too.So,let's celebrate a famous musician's birthday today.OK,whose birthday?Mozart's!He was born 270 years ago today. 展开更多
关键词 MUSIC birthday celebration MOZART MUSICIAN
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Visiting Salzbung
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作者 Ruth Devlin 《空中英语教室(初级版.大家说英语)》 2026年第1期6-9,50,共5页
Salzburg is a beautiful city in Austria.It has old buildings,pretty streets and big mountains all around.The scenery is amazing!The famous movie The Sound of Music was filmed there.Many people visit Salzburg to see th... Salzburg is a beautiful city in Austria.It has old buildings,pretty streets and big mountains all around.The scenery is amazing!The famous movie The Sound of Music was filmed there.Many people visit Salzburg to see the locations from the movie.Some even do interviews there to ask people their feelings about the movie.One famous location from the movie is the Mirabell Gardens.The actors sang the song"Do-Re-Mi"there.The gardens have colorful flowers,statues and fountains.Salzburg is a fun and exciting place to visit and explore. 展开更多
关键词 mirabell gardensthe sound music Mirabell Gardens Austria Salzburg tourist attractions movie locations
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Analysis of the Characteristics of Sound Elements in Hong Kong Zombie Films——Taking Films Starring Ching-Ying Lam as Examples
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作者 Yingxian He 《Humanities and Social Sciences(NSP)》 2026年第1期6-10,共5页
Hong Kong zombie films,especially those starring Ching-Ying Lam,carry strong social significance and have left a deep impression on most audiences.One of the key elements contributing to this is sound,which serves to ... Hong Kong zombie films,especially those starring Ching-Ying Lam,carry strong social significance and have left a deep impression on most audiences.One of the key elements contributing to this is sound,which serves to create atmosphere,shape character images,and evoke intense psychological responses in viewers.This paper explores the classification and characteristics of Hong Kong zombie films,as well as the expression of sound elements in different forms of these films,aiming to fill the gap in sound research related to horror films. 展开更多
关键词 Ching-Ying Lam COMEDY Music
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“Freer Than the Wind”:The Earliest Train Song in Context
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作者 Alexander Rosenblatt 《Philosophy Study》 2026年第1期18-29,共12页
The purpose of this article is to contextualize the world’s oldest art song directly associated with the railway-Travelling Song by the Russian composer Mikhail Glinka(1804-1857).The composer’s personal circumstance... The purpose of this article is to contextualize the world’s oldest art song directly associated with the railway-Travelling Song by the Russian composer Mikhail Glinka(1804-1857).The composer’s personal circumstances surrounding the creation of the song are examined,along with the historical and technical background of that era.While railways have always been associated with technological progress,new solutions for high-power engines,and the accuracy of arrival and departure timetables,the poetic and romantic side of train travel and railways in general has not yet received sufficient academic coverage.This essay is intended to partially fill this gap,though it rather outlines directions for possible development of its topical range.Each of the suggested reference points and stories is in itself an example of how the arts reflected the inspiration that cutting-edge technological advances of the period were exerting on artists,musicians,and other creative individuals. 展开更多
关键词 railroad music railway song train song Mikhail Glinka Travelling Song
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Mapping the Light Atlas:A Phenomenological Parable on the Human Perception of Spacetime in the Anthropocene
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作者 Nicolas Vantis 《Philosophy Study》 2026年第2期172-182,共11页
What is spacetime?How do we perceive this medium?How can we fit it into our everyday linear lives?How can we situate ourselves within it in our post-industrial worldview,in an unsustainable world?This philosophical es... What is spacetime?How do we perceive this medium?How can we fit it into our everyday linear lives?How can we situate ourselves within it in our post-industrial worldview,in an unsustainable world?This philosophical essay adopts a phenomenological method to interrogate the meaning of this fundamental dimension of reality.Spacetime is interpreted not merely as a physical structure but as a plastic field whose instability shapes inner and social life.Yet the contemporary human condition is marked by a profound alienation,much of which derives from a self-inflicted existential disorientation:I once chose exile and moved to a remote island in the Atlantic Ocean,becoming my own research material.In search of genuine contact with nature,the nonverbal appeared as a necessity.I turned to music as an archetypal language,in the Romantic sense of a medium offering pre-conceptual access to the real.I composed Light Atlas,a six-movement work aiming to capture the flight of seagulls and the eternal struggle between light and darkness.This led me back to physics,to my original question:the lived perception of spacetime. 展开更多
关键词 PHENOMENOLOGY philosophy of physics spacetime perception philosophy of music ANTHROPOCENE
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Melodies Connecting Cultures:China-Kenya music production celebrates cultural diversity,promotes civilisational exchanges
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作者 LI YIN 《ChinAfrica》 2026年第4期55-57,共3页
University students,fashion models,street musicians,recent graduates…hundreds of aspiring singers gathered on the campus of the University of Nairobi in Kenya for a music audition.Some had guitars slung across their ... University students,fashion models,street musicians,recent graduates…hundreds of aspiring singers gathered on the campus of the University of Nairobi in Kenya for a music audition.Some had guitars slung across their backs,others drummed rhythms on hand drums,and a few performed melodies they had written on their phones. 展开更多
关键词 music production cultural diversity melodies fashion models CULTURES civilisational exchanges performed melodies china kenya
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Exploring the Framework of Online Music Use for Motivation of Studies and Gratification Needs for Students’Well-Being
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作者 Muhammad Ali Malik Koo Ah Choo +4 位作者 Hawa Rahmat Elyna Amir Sharji Teoh Sian Hoon Sabariah Eni Lim Kok Yoong 《International Journal of Mental Health Promotion》 2026年第1期149-167,共19页
Background:Music has proven to be vital in enhancing resilience and promotingwell-being.Previously,the impact of music in sports environments was solely investigated,while this paper applies it to study environments,s... Background:Music has proven to be vital in enhancing resilience and promotingwell-being.Previously,the impact of music in sports environments was solely investigated,while this paper applies it to study environments,standing out as pioneering research.The study consists of a systematic development of a conceptual framework based on theories of Uses and Gratification Expectancy(UGE)and perceived motivation based on music elements.Their components are observed variables influencing students’psychological well-being(as the dependent variable).Resilience is examined as a mediator,influencing the relationships of both observed and dependent variables.The main purpose of this study is to highlight the positive effects of online music consumption on the psychological well-being of students.Methods:Semi-structured qualitative interviews were conducted with eighteen final year creative multimedia undergraduate students belonging to five central region Malaysian universities,especially on their UGE needs,and a similar concept survey instrument with two hundred participants.The interview data were analysed through thematic analysis,while the survey data through descriptive and Partial Least Squares Structural Equation Modeling(PLS-SEM).Results:The results highlight that students gain motivation from online music,which positively affects their psychological well-being(β=0.190,p=0.003,f^(2)=0.037),while resilience significantly affects this relationship(β=0.562,p<0.001,f^(2)=0.461).However,the results also predict a partial relationship between constructs based on UGE with psychological well-being,mediated by resilience,i.e.,AT-UGE(β=0.021,p=0.783,f^(2)=0.000),SIPI-UGE(β=0.228,p=0.004,f^(2)=0.044).Conclusion:The outcome of the study reflected practical,meaningful,and statistically significant results.The majority of the predictors,with the exception of one,i.e.,AT-UGE,displayed a clear positive relation of online music consumption on the Psychological Well-being of students.Future research will explore varying contextual factors impacting online music-related gratifications,motivations,and resilience,along with additional potential mediators and moderators. 展开更多
关键词 Online music uses and gratification expectancy perceived motivation resilience WELL-BEING
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Young Musicians Bring Ancient Instruments into the Modern Era
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作者 Li Xiaoyang 《China Report ASEAN》 2026年第3期56-57,共2页
Chinese video game Black Myth:Wukong has been a h it among gaming enthusiasts worldwide since its release in 2024, its breakout success demonstrating the potential global appeal of traditional Chinese culture. Based o... Chinese video game Black Myth:Wukong has been a h it among gaming enthusiasts worldwide since its release in 2024, its breakout success demonstrating the potential global appeal of traditional Chinese culture. Based on the 16th-century classic novel Journey to the West, the game not only introduces international audiences to Chinese literature but has also become a far-reaching platform for traditional Chinese music. 展开更多
关键词 traditional chinese culture Black Myth Wukong traditional chinese music young musicians ancient instruments modern era global appeal Chinese video game
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基于圆阵干涉仪改进秩亏损极化MUSIC测向算法
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作者 何勇 陈华庆 《舰船电子对抗》 2026年第1期72-79,共8页
圆阵干涉仪测向系统是基于电磁信号波达方向(DOA)估计,实现不同极化入射信号的方位角测量。针对传统极化及秩亏损极化多重信号分类(MUSIC)算法对天线误差、阵元互耦等非理想因素敏感导致测向精度下降的问题,提出一种改进秩亏损极化MUSI... 圆阵干涉仪测向系统是基于电磁信号波达方向(DOA)估计,实现不同极化入射信号的方位角测量。针对传统极化及秩亏损极化多重信号分类(MUSIC)算法对天线误差、阵元互耦等非理想因素敏感导致测向精度下降的问题,提出一种改进秩亏损极化MUSIC算法。该算法利用数据重构极化-空域联合导向矢量,实现实时DOA估计。实验结果表明,所提算法能有效克服多种实际误差影响,显著提高了不同条件下的测向精度。 展开更多
关键词 圆阵干涉仪 改进秩亏损 极化-空域联合导向矢量 MUSIC算法
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基于MUSIC算法的管道一维声波声速测量
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作者 裴锐 贾丹平 +2 位作者 王登新 郭志帅 刘博 《仪表技术与传感器》 北大核心 2025年第10期91-96,126,共7页
准确测量管道介质声速有助于分析介质的密度和组分,而传统的声速测量方法重复性低、鲁棒性差。为了实现介质声速的准确测量,首先,基于管道一维声波理论推导出线阵列传感器在管道轴向位置的声信号模型,介绍了空气与水的理论声速计算公式... 准确测量管道介质声速有助于分析介质的密度和组分,而传统的声速测量方法重复性低、鲁棒性差。为了实现介质声速的准确测量,首先,基于管道一维声波理论推导出线阵列传感器在管道轴向位置的声信号模型,介绍了空气与水的理论声速计算公式以及不同管材、管径和壁厚对声速衰减的影响;其次,采用MUSIC(multiple signal classification)波束形成算法将多通道时域数据转换至波数频率域,呈现出斜率与声速相关的“声学脊”;最后,使用DN50不锈钢管道分别在水和空气流量标准装置上进行声速测量实验,与理论数据相比,水中声速的相对误差为1.61%,重复性为0.45%,空气中声速的相对误差为0.59%,重复性为1.27%。结果表明MUSIC算法可准确测量管道一维声波的介质声速。 展开更多
关键词 声速 波数频率 MUSIC算法 一维声波 线阵列
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基于稀疏对称十字阵列的低复杂度近场多信源定位算法
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作者 李亚军 陈焕煜 +1 位作者 史意乔 吴皓威 《电讯技术》 北大核心 2025年第8期1281-1289,共9页
针对多个信源定位中存在的谱峰搜索维度较大、算法运算量大、参数无法自动配对等问题,建立了基于稀疏对称十字阵列(Sparse Symmetric Cross Array,SSCA)的近场多信源信号接收模型,并提出了针对该模型的低复杂度降维多信号分类(Reduced-d... 针对多个信源定位中存在的谱峰搜索维度较大、算法运算量大、参数无法自动配对等问题,建立了基于稀疏对称十字阵列(Sparse Symmetric Cross Array,SSCA)的近场多信源信号接收模型,并提出了针对该模型的低复杂度降维多信号分类(Reduced-dimension Multiple Signal Classification,RD-MUSIC)算法。SSCA结构具有中心对称的互素稀疏线阵结构。RD-MUSIC算法利用阵列结构的对称性,通过构造连接矩阵,将三维搜索转换成多个一维搜索,降低了算法的复杂度。该算法仅需2K+1次一维搜索就可以实现K个信源的定位,且能自动匹配多个信源的角度和距离参数。仿真结果表明,在相同的阵列结构下,与经典三维MUSIC算法相比,所提算法的复杂度降低了5~6个数量级;在相同阵元数量下,与均匀对称十字阵列相比,SSCA结构能够输出更为明显的谱峰,提高了空间分辨率,且其定位结果的均方根误差更小。 展开更多
关键词 近场信源定位 多信源定位 改进MUSIC算法 稀疏对称十字阵列
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基于Prony算法和卡尔曼滤波的月降水随机预报模型 被引量:2
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作者 张航 宋松柏 +1 位作者 刘允龙 栾伟琦 《南水北调与水利科技(中英文)》 北大核心 2025年第2期343-353,共11页
为解决传统季节性自回归积分滑动平均(seasonal autoregressive integrated moving average,SARIMA)模型在处理非线性关系和实时数据的快速适应等方面的问题,提出2种基于卡尔曼滤波(Kalman filter,KF)数据融合的改进模型。模型通过分别... 为解决传统季节性自回归积分滑动平均(seasonal autoregressive integrated moving average,SARIMA)模型在处理非线性关系和实时数据的快速适应等方面的问题,提出2种基于卡尔曼滤波(Kalman filter,KF)数据融合的改进模型。模型通过分别构建自回归(autoregressive,AR)模型和基于MUSIC算法定阶的Prony全极点AR模型(prony autoregressive model,PAR)作为卡尔曼滤波的状态转移矩阵,利用滤波递推估计进行SARIMA模型预测序列的实时更新,即SARIMA-AR-KF模型和SARIMA-PAR-KF模型。选取渭河流域15个气象站月降水序列进行预报模型验证,结果表明:SARIMA-AR-KF模型相对于SARIMA模型的可决系数(R^(2))和纳什效率系数(ENS)分别提升6.8%~21.5%和6.4%~19.4%,SARIMA-PAR-KF模型相对于SARIMA-AR-KF模型的R^(2)和ENS分别提升7.3%~22.1%和6.8%~19.8%,SARIMA-PAR-KF模型显著改进了SARIMA-AR-KF模型的预测性能,可为月降水预报提供一种新的途径。 展开更多
关键词 SARIMA模型 MUSIC算法 PRONY算法 卡尔曼滤波 降水预报 渭河流域
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基于重构频域协方差矩阵的DOA估计方法 被引量:1
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作者 陈宝君 李学庆 +2 位作者 鞠艳杰 王硕 李春林 《电讯技术》 北大核心 2025年第6期953-959,共7页
针对传统波达方向(Direction of Arrival,DOA)估计方法在低信噪比、少快拍数条件下表现性能差甚至失效的问题,提出了一种基于重构频域协方差矩阵的波达方位估计方法。该方法根据转化的频域信号进行共轭反向修正实现对噪声的抑制,构造出... 针对传统波达方向(Direction of Arrival,DOA)估计方法在低信噪比、少快拍数条件下表现性能差甚至失效的问题,提出了一种基于重构频域协方差矩阵的波达方位估计方法。该方法根据转化的频域信号进行共轭反向修正实现对噪声的抑制,构造出了新的频域协方差矩阵,利用平均噪声子空间建立空间谱估计函数,通过谱峰搜索估计出信源的方位角。经仿真对比分析,所提改进方法可以识别多个相干信号,并且在低信噪比、少快拍数条件下仍然获得较好的方位估计性能,估计误差较传统算法降低2%~25%。 展开更多
关键词 相干信号 波达方向估计 频域协方差矩阵 噪声子空间 MUSIC算法
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基于叶端定时的压气机喘振特征频域辨识
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作者 平艳 王增坤 +3 位作者 范志飞 袁超 杨志勃 乔百杰 《航空动力学报》 北大核心 2025年第10期185-194,共10页
提出了一种基于转子叶片叶端定时(BTT)信号的幅频多重信号分类(MUSIC)法,用于进行压气机喘振特征辨识。通过理论分析转子叶片叶端定时的实正弦振动信号模型,挖掘异步振动的幅值和频率与自相关矩阵特征值和特征向量的对应关系,实现了MUSI... 提出了一种基于转子叶片叶端定时(BTT)信号的幅频多重信号分类(MUSIC)法,用于进行压气机喘振特征辨识。通过理论分析转子叶片叶端定时的实正弦振动信号模型,挖掘异步振动的幅值和频率与自相关矩阵特征值和特征向量的对应关系,实现了MUSIC法框架内的伪谱幅值补偿。开展压气机喘振的叶端定时实验,通过与快速傅里叶变换、最小二乘拟合方法的喘振特征辨识效果进行对比,对所提方法进行了验证。结果表明:喘振故障在时域对应显著增大的振动位移和转速的波动,在频域对应大幅值的低频异步振动特征。所提方法相比最小二乘拟合法和傅里叶变换,能够准确辨识5.3 Hz的喘振特征频率,并且其幅值聚焦性超过傅里叶变换的3倍,具有更高的频率分辨率和幅值识别精度,能够有效稳定地提取喘振故障的频域特征。 展开更多
关键词 压气机叶片 叶端定时(BTT) 喘振 多重信号分类(MUSIC) 频域分析
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