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RMPC-Based Visual Servoing for Trajectory Tracking of Quadrotor UAVs With Visibility Constraints
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作者 Qifan Yang Huiping Li 《IEEE/CAA Journal of Automatica Sinica》 SCIE EI CSCD 2024年第9期2027-2029,共3页
Dear Editor,This letter deals with the tracking problem of quadrotors subject to external disturbances and visibility constraints by designing a robust model predictive control(RMPC) scheme. According to the imagebase... Dear Editor,This letter deals with the tracking problem of quadrotors subject to external disturbances and visibility constraints by designing a robust model predictive control(RMPC) scheme. According to the imagebased visual servoing(IBVS) method, a virtual camera is constructed to express image moments of the tracking target. 展开更多
关键词 VISUAL IMAGE visibility
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High-visibility ghost imaging with phase-controlled discrete classical light sources
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作者 仵雪滢 赵岳 李利明 《Chinese Physics B》 SCIE EI CAS CSCD 2024年第7期328-334,共7页
We take phase modulation to create discrete phase-controlled sources and realize the super-bunching effect by a phasecorrelated method. From theoretical and numerical simulations, we find the space translation invaria... We take phase modulation to create discrete phase-controlled sources and realize the super-bunching effect by a phasecorrelated method. From theoretical and numerical simulations, we find the space translation invariance of the bunching effect is a key point for the ghost imaging realization. Experimentally, we create the orderly phase-correlated discrete sources which can realize high-visibility second-order ghost imaging than the result with chaotic sources. Moreover, some factors affecting the visibility of ghost image are discussed in detail. 展开更多
关键词 ghost imaging high visibility space translation invariance
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Detection of EEG signals in normal and epileptic seizures with multiscale multifractal analysis approach via weighted horizontal visibility graph 被引量:1
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作者 马璐 任彦霖 +2 位作者 何爱军 程德强 杨小冬 《Chinese Physics B》 SCIE EI CAS CSCD 2023年第11期401-407,共7页
Electroencephalogram(EEG) signals contain important information about the regulation of brain system. Thus, automatic detection of epilepsy by analyzing the characteristics obtained from EEG signals has important rese... Electroencephalogram(EEG) signals contain important information about the regulation of brain system. Thus, automatic detection of epilepsy by analyzing the characteristics obtained from EEG signals has important research implications in the field of clinical medicine. In this paper, the horizontal visibility graph(HVG) algorithm is used to map multifractal EEG signals into complex networks. Then, we study the structure of the networks and explore the nonlinear dynamics properties of the EEG signals inherited from these networks. In order to better describe complex brain behaviors, we use the angle between two connected nodes as the edge weight of the network and construct the weighted horizontal visibility graph(WHVG). In our studies, fractality and multifractality of WHVG are innovatively used to analyze the structure of related networks. However, these methods only analyze the reconstructed dynamical system in general characterizations,they are not sufficient to describe the complex behavior and cannot provide a comprehensive picture of the system. To this effect, we propose an improved multiscale multifractal analysis(MMA) for network, which extends the description of the network dynamics features by focusing on the relationship between the multifractality and the measured scale-free intervals.Furthermore, neural networks are applied to train the above-mentioned parameters for the classification and identification of three kinds of EEG signals, i.e., health, interictal phase, and ictal phase. By evaluating our experimental results, the classification accuracy is 99.0%, reflecting the effectiveness of the WHVG algorithm in extracting the potential dynamic characteristics of EEG signals. 展开更多
关键词 EPILEPSY EEG signal horizontal visibility graph complex network
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Two-dimensional horizontal visibility graph analysis of human brain aging on gray matter
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作者 倪黄晶 杜若瑜 +3 位作者 梁磊 花玲玲 朱丽华 秦姣龙 《Chinese Physics B》 SCIE EI CAS CSCD 2023年第7期558-563,共6页
Characterizing the trajectory of the healthy aging brain and exploring age-related structural changes in the brain can help deepen our understanding of the mechanism of brain aging.Currently,most structural magnetic r... Characterizing the trajectory of the healthy aging brain and exploring age-related structural changes in the brain can help deepen our understanding of the mechanism of brain aging.Currently,most structural magnetic resonance imaging literature explores brain aging merely from the perspective of morphological features,which cannot fully utilize the grayscale values containing important intrinsic information about brain structure.In this study,we propose the construction of two-dimensional horizontal visibility graphs based on the pixel intensity values of the gray matter slices directly.Normalized network structure entropy(NNSE)is then introduced to quantify the overall heterogeneities of these graphs.The results demonstrate a decrease in the NNSEs of gray matter with age.Compared with the middle-aged and the elderly,the larger values of the NNSE in the younger group may indicate more homogeneous network structures,smaller differences in importance between nodes and thus a more powerful ability to tolerate intrusion.In addition,the hub nodes of different adult age groups are primarily located in the precuneus,cingulate gyrus,superior temporal gyrus,inferior temporal gyrus,parahippocampal gyrus,insula,precentral gyrus and postcentral gyrus.Our study can provide a new perspective for understanding and exploring the structural mechanism of brain aging. 展开更多
关键词 two-dimensional horizontal visibility graph brain aging structural magnetic resonance imaging network structure entropy
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Visibility graph approach to extreme event series
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作者 张晶 陈晓露 +2 位作者 王海英 顾长贵 杨会杰 《Chinese Physics B》 SCIE EI CAS CSCD 2023年第10期317-327,共11页
An extreme event may lead to serious disaster to a complex system.In an extreme event series there exist generally non-trivial patterns covering different time scales.Investigations on extreme events are currently bas... An extreme event may lead to serious disaster to a complex system.In an extreme event series there exist generally non-trivial patterns covering different time scales.Investigations on extreme events are currently based upon statistics,where the patterns are merged into averages.In this paper from extreme event series we constructed extreme value series and extreme interval series.And the visibility graph is then adopted to display the patterns formed by the increases/decreases of extreme value or interval faster/slower than the linear ones.For the fractional Brownian motions,the properties for the constructed networks are the persistence,threshold,and event-type-independent,e.g.,the degree distributions decay exponentially with almost identical speeds,the nodes cluster into modular structures with large and similar modularity degrees,and each specific network has a perfect hierarchical structure.For the volatilities of four stock markets(NSDQ,SZI,FTSE100,and HSI),the properties for the former three's networks are threshold-and market-independent.Comparing with the factional Brownian motions,their degree distributions decay exponentially but with slower speeds,their modularity behaviors are significant but with smaller modularity degrees.The fourth market behaves similar qualitatively but different quantitatively with the three markets.Interestingly,all the transition frequency networks share an identical backbone composed of nine edges and the linked graphlets.The universal behaviors give us a framework to describe extreme events from the viewpoint of network. 展开更多
关键词 extreme events visibility graph
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Analysis of the Causes of a Low Cloud and Low Visibility Weather at Cangyuan Washan Airport
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作者 Yahan Zhong Wancheng Zhang +2 位作者 Juzhang Ren Man Wang Yun Tao 《Advances in Aerospace Science and Technology》 2023年第2期11-20,共10页
At 11:00 am on August 5, 2017, Cangyuan Washan Airport experienced low cloud and low visibility weather, accompanied by aircraft turbulence, which affected the normal operation of flights, which was closely related to... At 11:00 am on August 5, 2017, Cangyuan Washan Airport experienced low cloud and low visibility weather, accompanied by aircraft turbulence, which affected the normal operation of flights, which was closely related to the meteorological conditions at that time. Using the hourly reanalysis data of the European Centre for Medium-range Weather Forecast (ECMWF) Reanalysis 5 (ERA5), including Geopotential height, temperature, precipitation, wind field, specific humidity, vorticity and other elements, with a spatial resolution of 0.25° × 0.25°, this paper focuses on the horizontal distribution and vertical configuration of various physical quantities before and after the occurrence of low cloud and low visibility weather at the airport. The results indicate that the main influencing system of this low cloud and low visibility weather is the westward tropical depression. Before the occurrence of low cloud and low visibility weather, low-level water vapor converges and is accompanied by precipitation. The temperature decreases with precipitation, the near-surface wind direction changes, and the wind speed decreases. 展开更多
关键词 Low Clouds Low visibility Vertical Velocity
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Newspaper Visibility of Members of Parliament in Kenya
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作者 Kioko Ireri 《Journalism and Mass Communication》 2012年第7期717-734,共18页
This research investigates variables that predicted news coverage of 212 members of parliament (MPs) in Kenya by four national newspapers in 2009. The 10 variables examined are: ordinary MP, cabinet minister, power... This research investigates variables that predicted news coverage of 212 members of parliament (MPs) in Kenya by four national newspapers in 2009. The 10 variables examined are: ordinary MP, cabinet minister, powerful ministry, parliamentary committee chairmanship, seniority, big tribe identity, major party affiliation, presidential ambition, commenting on contentious issues, and criticizing government. Findings indicate that commenting on contentious issues, criticizing government, cabinet minister, ordinary MP, powerful ministry, and seniority significantly predicted visibility of the parliamentarians in newspaper news. However, a multiple regression analysis shows that the strongest predictors are commenting on contentious issues, cabinet minister, criticizing government, and big tribe identity. While commenting on controversial issues was the strongest predictor, major party identification and committee leadership were found not to predict MPs' visibility. 展开更多
关键词 Kenya members of parliament (MPs) NEWSPAPERS newspaper visibility politicians visibility visibilitypredictor
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Visibility的航空遥感相机自动焦面检测方法 被引量:5
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作者 郑丽娜 李延伟 +1 位作者 远国勤 张洋 《红外与激光工程》 EI CSCD 北大核心 2019年第4期236-241,共6页
为了解决航空遥感相机自动焦面检测的问题,提出了一种利用空间滤波测速(SFV)原理进行航空遥感相机自动焦面检测的方法。首先,在焦面检测过程中,采集线阵CCD输出图像的Visibility值,利用SFV信号的Visibility值与离焦量之间的关系,通过搜... 为了解决航空遥感相机自动焦面检测的问题,提出了一种利用空间滤波测速(SFV)原理进行航空遥感相机自动焦面检测的方法。首先,在焦面检测过程中,采集线阵CCD输出图像的Visibility值,利用SFV信号的Visibility值与离焦量之间的关系,通过搜寻SFV信号Visibility最大值找出最佳的成像焦面位置;其次,对空间滤波测速原理及Visibility与离焦量的关系进行了介绍;最后,对设计的实验装置在5~53.2 mm/s的典型像移速度下进行了20次焦面检测,结果表明最大测量误差均方值为46.25μm,小于航空遥感相机光学系统的检焦误差宽容度(76.8μm),能够满足航空遥感相机的自动焦面检测精度要求。 展开更多
关键词 SFV visibility 焦面检测 航空遥感相机
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Analysis of the Low Visibility and Air Pollution Process in Shanghai during December 14-15,2006 被引量:4
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作者 王峰云 阎凤霞 《Meteorological and Environmental Research》 CAS 2010年第2期61-65,共5页
A process of continuous heavy fog and air pollution occurred in the eastern China including Shanghai,Nanjing,Hefei,etc.during December 14-15,2006.Based on the GTS synoptic data,sounding data and NCEP/NCAR reanalyzed d... A process of continuous heavy fog and air pollution occurred in the eastern China including Shanghai,Nanjing,Hefei,etc.during December 14-15,2006.Based on the GTS synoptic data,sounding data and NCEP/NCAR reanalyzed dataset,from the aspects of the weather situation,vapor condition,dynamic factor,temperature stratification,and air quality the contribution of foggy conditions and air pollution in the fog process to continuous heavy fog were analyzed.The results showed that 1 000 hPa fluid flux divergence (FD),vertical velocity (ω) and divergence difference(△DIV) between 1 000 hPa and 500 hPa had not significantly correlative with visibility,while relative humidity (RH) near ground had significant negative correlative,temperature lapse rate (γ) near ground had significant positive correlation,therefore,RH≥85%,γ<0.2 ℃/100m could be regarded as the necessary conditions of fog formation.In addition,the lowest air visibility had intense negative correlation with daily averaged API in the meantime,'API rising up to 150' could be an important criterion of fog formation in Shanghai Hongqiao international airport. 展开更多
关键词 FOG visibility API index ANALYSIS China
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Comparison of Visibility Measurements over Horizontal Path by Micro-pulsed Lidar and Visibility Meter 被引量:3
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作者 GUO Jinjia SUN Zhaobin LIU Zhishen 《Journal of Ocean University of China》 SCIE CAS 2007年第3期315-318,共4页
As a powerful tool to scan the atmosphere, the I idar can derive visibility values by directly collecting the backscattering laser light from the atmosphere. Simultaneous measurements of atmospheric visibility by Micr... As a powerful tool to scan the atmosphere, the I idar can derive visibility values by directly collecting the backscattering laser light from the atmosphere. Simultaneous measurements of atmospheric visibility by Micro-pulsed lidar (MPL) and a commercial visibility meter (VM) NQ-1 have been performed to evaluate the feasibility of the MPL system designed by the Ocean Remote Sensing Laboratory (ORSL) of the Ocean University of China (OUC) from October 21 2005 to November 21 2005 in the Shilaoren Sightseeing Garden on the Qingdao coast. All the 880 data samples obtained by the two instruments have high correlation coefficients (up to 0.86), which indicates it is feasible to utilize MPL to measure atmospheric visibility. 展开更多
关键词 visibility Micro-pulsed lidar visibility meter extinction coefficient AEROSOL
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Characteristics and Application of Self-Developed Fast-Response Visibility Meter
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作者 李晓岚 张宏升 杜金林 《Meteorological and Environmental Research》 CAS 2010年第8期105-108,共4页
The measuring principle and development process of self-developed fast-response visibility meter was introduced,and the comparative test with FD12 visibility meter was carried out.Meanwhile,by using the observational ... The measuring principle and development process of self-developed fast-response visibility meter was introduced,and the comparative test with FD12 visibility meter was carried out.Meanwhile,by using the observational data from automatic weather station from October 2004 to March 2005,the evolution characteristics of visibility and its relationship with relative humidity,wind speed and temperature in autumn and winter in northern Beijing were discussed.The results showed that self-developed visibility meter could reflect the variation trend of visibility,with good comparison results,and could be used to measure visibility,while its frequency response was over 1 Hz,meeting the fast-response requirement of atmospheric visibility measurement and relevant detection.In northern Beijing,atmospheric visibility was significantly negatively correlated with relative humidity but significantly positively correlated with wind speed,while temperature could affect visibility indirectly by changing relative humidity and atmospheric stability.Gale and heavy fog had important effects on visibility. 展开更多
关键词 visibility Relative humidity Wind speed Temperature Response frequency China
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Rethinking on Translator's Invisibility and Visibility
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作者 李莉 《海外英语》 2014年第3X期151-152,共2页
Translator’s Invisibility is Lawrence Venuti’s most famous book.In this book we can conclude his translation theory:translators should be invisible(transparent)or visible in his translation.We will analyze in his op... Translator’s Invisibility is Lawrence Venuti’s most famous book.In this book we can conclude his translation theory:translators should be invisible(transparent)or visible in his translation.We will analyze in his opinion which kind of translation is perfect to readers,and how should the translator be visible in his translation by comparing the theories of Friedrich Schleiermacher and Norman Shapiro.Finally we can get a good translator should use foreignizing translation in order to be visible in his translation. 展开更多
关键词 INvisibility visibility foreignizing TRANSLATION
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Quantitative relationship between visibility and mass concentration of PM2.5 in Beijing 被引量:31
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作者 WANG Jing-li ZHANG Yuan-hang +4 位作者 SHAO Min LIU Xu-lin ZENG Li-min CHENG Cong-lan XU Xiao-feng 《Journal of Environmental Sciences》 SCIE EI CAS CSCD 2006年第3期475-481,共7页
The pollution of particulate matter less than 2.5μm (PM2.5) is a serious environmental problem in Beijing. The annual average concentration of PM2.5 in 2001 from seasonal monitor results was more than 6 times that ... The pollution of particulate matter less than 2.5μm (PM2.5) is a serious environmental problem in Beijing. The annual average concentration of PM2.5 in 2001 from seasonal monitor results was more than 6 times that of the U,S, national ambient air quality standards proposed by U.S. EPA. The major contributors to mass of PM2.5 were organics, crustal elements and sulfate. The chemical composition of PM2.5 varied largely with season, but was similar at different monitor stations in the same season. The fine particles (PM2.5) cause atmospheric visibility deterioration through light extinction, The mass concentrations of PM2.5 were anti-correlated to the visibility, the best fits between atmospheric visibility and the mass concentrations of PM2.5 were somehow different: power in spring, exponential in summer, logarithmic in autumn, power or exponential in winter. As in each season the meteorological parameters such as air temperature and relative humidity change from day to day, probably the reason of above correlations between PM2.5 and visibility obtained at different seasons come from the differences in chemical compositions of PM2.5. 展开更多
关键词 PM2.5 atmospheric urban aerosol air pollution meteorological factor visibility
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Daily Visibility and Hospital Admission in Shanghai, China 被引量:9
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作者 GE WenZhen CHEN RenJie SONG WeiMin KAN HaiDong 《Biomedical and Environmental Sciences》 SCIE CAS CSCD 2011年第2期117-121,共5页
Objective The study is to investigate the associations between visibility, major air pollutants and daily counts of hospital admission in Shanghai, China. Methods Daily data on hospital admission, visibility, and air ... Objective The study is to investigate the associations between visibility, major air pollutants and daily counts of hospital admission in Shanghai, China. Methods Daily data on hospital admission, visibility, and air pollution during 2005‐2008 were obtained from the Shanghai Insurance Bureau (SHIB), Shanghai Meteorological Bureau, and Shanghai Environmental Monitoring Center, respectively. The generalized additive model (GAM) with penalized splines was used to examine the associations between daily visibility and hospital admission. Results Among various pollutants, PM 2.5 showed strongest correlation with visibility. Decreased visibility was significantly associated with increased risk of hospital admission in Shanghai. An inter‐quartile range decrease in the 2‐day (L01) moving average of visibility corresponded to 3.66% (95%CI: 1.02%, 6.31%), 4.06% (95%CI: 0.84%, 7.27%), and 4.32% (95%CI: 1.67%, 6.97%) increase of total, cardiovascular, and respiratory hospitalizations, respectively. Conclusion Our analyses provide the first piece of evidence in China, demonstrating that decreased visibility has an effect on hospital admission, and this finding strengthens the rationale for further limiting air pollution levels in Shanghai. 展开更多
关键词 Air pollution Hospital admission visibility
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Effects of Additional HONO Sources on Visibility over the North China Plain 被引量:3
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作者 LI Ying AN Junling Ismail GULTEPE 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2014年第5期1221-1232,共12页
The objective of the present study was to better understand the impacts of the additional sources of nitrous acid (HONO) on visibility, which is an aspect not considered in current air quality models. Simulations of... The objective of the present study was to better understand the impacts of the additional sources of nitrous acid (HONO) on visibility, which is an aspect not considered in current air quality models. Simulations of HONO contributions to visibility over the North China Plain (NCP) during August 2007 using the fully coupled Weather Research and Forecasting/Chemistry (WRF/Chem) model were performed, including three additional HONO sources: (1) the reaction of photo-excited nitrogen dioxide (NO~) with water vapor; (2) the NO2 heterogeneous reaction on aerosol surfaces; and (3) HONO emissions. The model generally reproduced the spatial patterns and diurnal variations of visibility over the NCP well. When the additional HONO sources were included in the simulations, the visibility was occasionally decreased by 20%-30% (3-4 km) in local urban areas of the NCP. Monthly-mean concentrations of NO3, NH+, SO]- and PM2.5 were increased by 20%-52% (3-11μg m-3), 10%-38%, 6%-10%, and 6%-11% (9-17 μg m-3), respectively; and in urban areas, monthly-mean accumulation- mode number concentrations (AMNC) and surface concentrations of aerosols were enhanced by 15%-20% and 10%-20%, respectively. Overall, the results suggest that increases in concentrations of PM2.5, its hydrophilic components, and AMNC, are key factors for visibility degradation. A proposed conceptual model for the impacts of additional HONO sources on visibility also suggests that visibility estimation should consider the heterogeneous reaction on aerosol surfaces and the enhanced atmospheric oxidation capacity due to additional HONO sources, especially in areas with high mass concentrations of NOx and aerosols. 展开更多
关键词 HONO visibility AEROSOLS WRF/Chem North China Plain
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Visibility in differential phase-contrast imaging with partial coherence source 被引量:3
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作者 刘鑫 郭金川 +1 位作者 彭翔 牛憨笨 《Chinese Physics B》 SCIE EI CAS CSCD 2007年第6期1632-1636,共5页
This paper gives theoretical analysis of visibility of fringes, which is influenced by distances, temporal and spatial coherence of source, in hard x-ray differential phase-contrast imaging with microfocus x-ray sourc... This paper gives theoretical analysis of visibility of fringes, which is influenced by distances, temporal and spatial coherence of source, in hard x-ray differential phase-contrast imaging with microfocus x-ray source. According to the character of longitudinal periodicity of the interferogram, the setup is insensitive to mechanical drift and vibrations. The effect of temporal coherence of x-ray source is investigated and its related bandwidth is derived. Based on the theory of partially coherent light, it shows that the requirement for the spatial coherence of x-ray source is not strict and can be met by the general microfocus x-ray tube for x-ray differential phase-contrast imaging. 展开更多
关键词 visibility differential phase-contrast interference fringes phase grating
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Trends in sunshine duration and atmospheric visibility in the Yunnan-Guizhou Plateau,1961-2005 被引量:4
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作者 XiaoBo Zheng TianLiang Zhao +2 位作者 YuXiang Luo ChangChun Duan Juan Chen 《Research in Cold and Arid Regions》 2011年第2期179-184,共6页
Using the observed data from 184 stations over the Yunnan-Guizhou Plateau (YGP) from 1961 to 2005, the long-term trends in sunshine duration, cloud amount, dry visibility (Vd), dry extinction, and water vapor over... Using the observed data from 184 stations over the Yunnan-Guizhou Plateau (YGP) from 1961 to 2005, the long-term trends in sunshine duration, cloud amount, dry visibility (Vd), dry extinction, and water vapor over the YGP are analyzed. The results show that 85% of the stations recorded shortening annual sunshine duration, with the decrease rates between -12.2 and -173.7 h/10yr. Results of Mann-Kendall tests indicate that, among the stations with decreasing sunshine duration, 63.7% of them experienced an abrupt change that started in the 1970s and peaked in the 1980s. This decreasing trend has reversed in the early years of the 21st century. The cloud cover and water vapor content in the mid and lower levels over the YGP had no obvious changes during the study period. The annual averages of Vd declined from 34 km in the 1960s to 27 km at present. The annual mean dry extinction coefficient trended upward, from 0.176 to 0.190, on the YGP from 1980 to 2005. Analyses of cloud cover, water vapor, atmospheric visibility, and dry extinction coefficient revealed that emitted tropospheric aerosols (including air pollutants) resulting from increased energy consumption over the YGP could be a major Factor influencing the reductions of sunshine duration and atmospheric visibility. 展开更多
关键词 Yunnan-Guizhou Plateau climatic change sunshine duration visibility cloudy cover
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Detection and recognition of LPI radar signals using visibility graphs 被引量:3
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作者 WAN Tao JIANG Kaili +2 位作者 LIAO Jingyi TANG Yanli TANG Bin 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2020年第6期1186-1192,共7页
The detection and recognition of radar signals play a critical role in the maintenance of future electronic warfare(EW).So far,however,there are still problems with signal detection and recognition,especially in the l... The detection and recognition of radar signals play a critical role in the maintenance of future electronic warfare(EW).So far,however,there are still problems with signal detection and recognition,especially in the low probability of intercept(LPI)radar.This paper explores the usefulness of such an algorithm in the scenario of LPI radar signal detection and recognition based on visibility graphs(VG).More network and feature information can be extracted in the VG two-dimensional space,this algorithm can solve the problem of signal recognition using the autocorrelation function.Wavelet denoising processing is introduced into the signal to be tested,and the denoised signal is converted to the VG domain.Then,the signal detection is performed by using the constant false alarm of the VG average degree.Next,weight the converted graph.Finally,perform feature extraction on the weighted image,and use the feature to complete the recognition.It is testified that the proposed algorithm offers significant improvements,such as robustness to noise,and the detection and recognition accuracy,over the recent researches. 展开更多
关键词 DETECTION RECOGNITION visibility graph(VG) support vector machine(SVM) k-nearest neighbor(KNN)
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Specific Emitter Identification Based on Visibility Graph Entropy 被引量:3
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作者 朱胜利 甘露 《Chinese Physics Letters》 SCIE CAS CSCD 2018年第3期9-13,共5页
The specific emitter identification (SEI) technique some external feature measurements of the signal. determines the unique emitter of a given signal by using It has recently attracted a great deal of attention beca... The specific emitter identification (SEI) technique some external feature measurements of the signal. determines the unique emitter of a given signal by using It has recently attracted a great deal of attention because many applications can benefit from it. This work addresses the SEI problem using two methods, namely, the normalized visibility graph entropy (NVGE) and the normalized horizontal visibility graph entropy (NHVGE) based on treating emitters as nonlinear dynamical systems. Firstly, the visibility graph (VG) and the horizontal visibility graph (HVG) are used to convert the instantaneous amplitude, phase and frequency of received signals into graphs. Then, based on the information captured by the VG and the HVG, the normalized Shannon entropy (NSE) calculated from the corresponding degree distributions are utilized as the rf fingerprint. Finally, four emitters from the same manufacturer are utilized to evaluate the performance of the two methods. Experimental results demonstrate that both the NHVGE-based method and NVGE-based method are quite effective and they perform much better than the method based on the normalized permutation entropy (NPE) in the case of a small amount of data. The NVGE-based method performs better than the NHVGE-based method since the VG can extract more information than the HVG does. Moreover, our methods do not distinguish between the transient signal and the steady-state signal, making it practical. 展开更多
关键词 SEI Specific Emitter Identification Based on visibility Graph Entropy NPE
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A new GIS-compatible methodology for visibility analysis in digital surface models of earth sites 被引量:2
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作者 Katerina Ruzickova Jan Ruzicka Jan Bitta 《Geoscience Frontiers》 SCIE CAS CSCD 2021年第4期21-33,共13页
As a GIS tool,visibility analysis is used in many areas to evaluate both visible and non-visible places.Visibility analysis builds on a digital surface model describing the terrain morphology,including the position an... As a GIS tool,visibility analysis is used in many areas to evaluate both visible and non-visible places.Visibility analysis builds on a digital surface model describing the terrain morphology,including the position and shapes of all objects that can sometimes act as visibility barriers.However,some barriers,for example vegetation,may be permeable to a certain degree.Despite extensive research and use of visibility analysis in different areas,standard GIS tools do not take permeability into account.This article presents a new method to calculate visibility through partly permeable obstacles.The method is based on a quasi-Monte Carlo simulation with 100 iterations of visibility calculation.Each iteration result represents 1%of vegetation permeability,which can thus range from 1%to 100%visibility behind vegetation obstacles.The main advantage of the method is greater accuracy of visibility results and easy implementation on any GIS software.The incorporation of the proposed method in GIS software would facilitate work in many fields,such as architecture,archaeology,radio communication,and the military. 展开更多
关键词 Digital surface model visibility analysis Topographic data processing Obstacle object PERMEABILITY
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