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MMHCA:Multi-feature representations based on multi-scale hierarchical contextual aggregation for UAV-view geo-localization 被引量:1
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作者 Nanhua CHEN Tai-shan LOU Liangyu ZHAO 《Chinese Journal of Aeronautics》 2025年第6期517-532,共16页
In global navigation satellite system denial environment,cross-view geo-localization based on image retrieval presents an exceedingly critical visual localization solution for Unmanned Aerial Vehicle(UAV)systems.The e... In global navigation satellite system denial environment,cross-view geo-localization based on image retrieval presents an exceedingly critical visual localization solution for Unmanned Aerial Vehicle(UAV)systems.The essence of cross-view geo-localization resides in matching images containing the same geographical targets from disparate platforms,such as UAV-view and satellite-view images.However,images of the same geographical targets may suffer from occlusions and geometric distortions due to variations in the capturing platform,view,and timing.The existing methods predominantly extract features by segmenting feature maps,which overlook the holistic semantic distribution and structural information of objects,resulting in loss of image information.To address these challenges,dilated neighborhood attention Transformer is employed as the feature extraction backbone,and Multi-feature representations based on Multi-scale Hierarchical Contextual Aggregation(MMHCA)is proposed.In the proposed MMHCA method,the multiscale hierarchical contextual aggregation method is utilized to extract contextual information from local to global across various granularity levels,establishing feature associations of contextual information with global and local information in the image.Subsequently,the multi-feature representations method is utilized to obtain rich discriminative feature information,bolstering the robustness of model in scenarios characterized by positional shifts,varying distances,and scale ambiguities.Comprehensive experiments conducted on the extensively utilized University-1652 and SUES-200 benchmarks indicate that the MMHCA method surpasses the existing techniques.showing outstanding results in UAV localization and navigation. 展开更多
关键词 Geo-localization Image retrieval UAV Hierarchical contextual aggregation multi-feature representations
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Research on Constructing Personalized Learner Profiles Based on Multi-Feature Fusion
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作者 Xing Pan Meixiu Lu 《Journal of Electronic Research and Application》 2025年第2期274-284,共11页
This study proposes a learner profile framework based on multi-feature fusion,aiming to enhance the precision of personalized learning recommendations by integrating learners’static attributes(e.g.,demographic data a... This study proposes a learner profile framework based on multi-feature fusion,aiming to enhance the precision of personalized learning recommendations by integrating learners’static attributes(e.g.,demographic data and historical academic performance)with dynamic behavioral patterns(e.g.,real-time interactions and evolving interests over time).The research employs Term Frequency-Inverse Document Frequency(TF-IDF)for semantic feature extraction,integrates the Analytic Hierarchy Process(AHP)for feature weighting,and introduces a time decay function inspired by Newton’s law of cooling to dynamically model changes in learners’interests.Empirical results demonstrate that this framework effectively captures the dynamic evolution of learners’behaviors and provides context-aware learning resource recommendations.The study introduces a novel paradigm for learner modeling in educational technology,combining methodological innovation with a scalable technical architecture,thereby laying a foundation for the development of adaptive learning systems. 展开更多
关键词 Learner profile multi-feature fusion Dynamic features Personalized recommendation Educational technology
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An Overview of Dynamic Descriptions for Nanoscale Materials in Particulate Photocatalytic Systems from Spatiotemporal Perspectives
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作者 Jiawei Yan Zhidong Wei +4 位作者 Kai Takagi Masaya Motodate Zhi Jiang Chiaki Terashima Wenfeng Shangguan 《Nano-Micro Letters》 2025年第8期416-448,共33页
Particulate photocatalytic systems using nanoscale photocatalysts have been developed as an attractive promising route for solar energy utilization to achieve resource sustainability and environmental harmony.Dynamic ... Particulate photocatalytic systems using nanoscale photocatalysts have been developed as an attractive promising route for solar energy utilization to achieve resource sustainability and environmental harmony.Dynamic obstacles are considered as the dominant inhibition for attaining satisfactory energy-conversion efficiency.The complexity in light absorption and carrier transfer behaviors has remained to be further clearly illuminated.It is challenging to trace the fast evolution of charge carriers involved in transfer migration and interfacial reactions within a micro–nano-single-particle photocatalyst,which requires spatiotemporal high resolution.In this review,comprehensive dynamic descriptions including irradiation field,carrier separation and transfer,and interfacial reaction processes have been elucidated and discussed.The corresponding mechanisms for revealing dynamic behaviors have been explained.In addition,numerical simulation and modeling methods have been illustrated for the description of the irradiation field.Experimental measurements and spatiotemporal characterizations have been clarified for the reflection of carrier behavior and probing detection of interfacial reactions.The representative applications have been introduced according to the reported advanced research works,and the relationships between mechanistic conclusions from variable spatiotemporal measurements and photocatalytic performance results in the specific photocatalytic reactions have been concluded.This review provides a collective perspective for the full understanding and thorough evaluation of the primary dynamic processes,which would be inspired for the improvement in designing solar-driven energy-conversion systems based on nanoscale particulate photocatalysts. 展开更多
关键词 Dynamic description Particulate photocatalytic system Nanoscale photocatalyst Spatiotemporal characterization
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An EnFCM remote sensing image forest land extraction method based on PCA multi-feature fusion
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作者 ZHU Shengyang WANG Xiaopeng +2 位作者 WEI Tongyi FAN Weiwei SONG Yubo 《Journal of Measurement Science and Instrumentation》 2025年第2期216-223,共8页
The traditional EnFCM(Enhanced fuzzy C-means)algorithm only considers the grey-scale features in image segmentation,resulting in less than satisfactory results when the algorithm is used for remote sensing woodland im... The traditional EnFCM(Enhanced fuzzy C-means)algorithm only considers the grey-scale features in image segmentation,resulting in less than satisfactory results when the algorithm is used for remote sensing woodland image segmentation and extraction.An EnFCM remote sensing forest land extraction method based on PCA multi-feature fusion was proposed.Firstly,histogram equalization was applied to improve the image contrast.Secondly,the texture and edge features of the image were extracted,and a multi-feature fused pixel image was generated using the PCA technique.Moreover,the fused feature was used as a feature constraint to measure the difference of pixels instead of a single grey-scale feature.Finally,an improved feature distance metric calculated the similarity between the pixel points and the cluster center to complete the cluster segmentation.The experimental results showed that the error was between 1.5%and 4.0%compared with the forested area counted by experts’hand-drawing,which could obtain a high accuracy segmentation and extraction result. 展开更多
关键词 image segmentation forest land extraction PCA transform multi-feature fusion EnFCM algorithm
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Taxonomy of the genus Pseudoxyporus(Coleoptera:Staphylinidae:Oxyporinae) from Asia,with an additional description of the male P.parajiulongus
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作者 Xianghui Yan Yujie Li Fake Zheng 《Zoological Systematics》 2025年第4期355-358,共4页
The subfamily Oxyporinae is easily distinguished from the other subfamilies of the family Staphylinidae by its large,colourful body,elongate mandibles and large crescent-shaped terminal labial palpi.It was once compri... The subfamily Oxyporinae is easily distinguished from the other subfamilies of the family Staphylinidae by its large,colourful body,elongate mandibles and large crescent-shaped terminal labial palpi.It was once comprised only one genus,Oxyporus Fabricius,1775,then a new genus was separated from the nominated genus (Nakane&Sawade,1956),namely Pseudoxyporus.Although the taxonomic validity of Pseudoxyporus was controversial and was treated as a subgenus of Oxyporus (Campbell,1969;Hanley&Goodrich,1995;Herman,2001;Zheng&Song,2010;Tokareva et al.,2021),rencent catalogues and online checklist usually treated it as a valid genus (Shibata,1997;Ito,1999;Schülke&Smetana,2015;Kim et al.,2016;Newton,2022).Based on the structural differences in parameres of aedeagus,and the more cylindrical antennomeres,here we followed the 2-genera-system. 展开更多
关键词 Oxyporinae TAXONOMY subfamily oxyporinae Parameres P parajiulongus STAPHYLINIDAE Male description Pseudoxyporus
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Deep Support Vector Data Description Based Physical Layer Authentication
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作者 Shao Yijie Pan Zhiwen +1 位作者 Liu Nan You Xiaohu 《China Communications》 2025年第10期214-222,共9页
In wireless communication,the problem of authenticating the transmitter’s identity is challeng-ing,especially for those terminal devices in which the security schemes based on cryptography are approxi-mately unfeasib... In wireless communication,the problem of authenticating the transmitter’s identity is challeng-ing,especially for those terminal devices in which the security schemes based on cryptography are approxi-mately unfeasible owing to limited resources.In this paper,a physical layer authentication scheme is pro-posed to detect whether there is anomalous access by the attackers disguised as legitimate users.Explicitly,channel state information(CSI)is used as a form of fingerprint to exploit spatial discrimination among de-vices in the wireless network and machine learning(ML)technology is employed to promote the improve-ment of authentication accuracy.Considering that the falsified messages are not accessible for authenticator during the training phase,deep support vector data de-scription(Deep SVDD)is selected to solve the one-class classification(OCC)problem.Simulation results show that Deep SVDD based scheme can tackle the challenges of physical layer authentication in wireless communication environments. 展开更多
关键词 deep support vector data description one-class classification physical layer authentication wireless security
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Description logics for fuzzy ontologies on semantic web 被引量:6
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作者 康达周 徐宝文 +1 位作者 陆建江 李言辉 《Journal of Southeast University(English Edition)》 EI CAS 2006年第3期343-347,共5页
To enable representation and reasoning for fuzzy ontologies with expressive fuzzy knowledge on the semantic web, a new fuzzy extension of description logics called the fuzzy description logics with comparison expressi... To enable representation and reasoning for fuzzy ontologies with expressive fuzzy knowledge on the semantic web, a new fuzzy extension of description logics called the fuzzy description logics with comparison expressions (FCDLs) is presented. The syntax and semantics of FCDLs are formally defined, and the forms of axioms and assertions in FCDLs knowledge bases are specified. FCDLs combine both fuzzy concepts from the fuzzy description logics (FDLs) and cut concepts from the extended fuzzy description logics (EFDLs) in the same theory. Furthermore, cut concepts are extended into comparison cut concepts in FCDLs to represent comparison expressions between fuzzy membership degrees, which are often used in practice but not supported by the other fuzzy extensions of description logics. FCDLs have more expressive power than FDLs and EFDLs, and are able to represent expressive fuzzy knowledge and to perform reasoning tasks based on them. Therefore, FCDLs can enable representation and reasoning for fuzzy ontologies with expressive fuzzy knowledge on the semantic web. 展开更多
关键词 semantic web ONTOLOGY description logics FUZZY
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Clustering analysis algorithm for security supervising data based on semantic description in coal mines 被引量:1
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作者 孟凡荣 周勇 夏士雄 《Journal of Southeast University(English Edition)》 EI CAS 2008年第3期354-357,共4页
In order to mine production and security information from security supervising data and to ensure security and safety involved in production and decision-making,a clustering analysis algorithm for security supervising... In order to mine production and security information from security supervising data and to ensure security and safety involved in production and decision-making,a clustering analysis algorithm for security supervising data based on a semantic description in coal mines is studied.First,the semantic and numerical-based hybrid description method of security supervising data in coal mines is described.Secondly,the similarity measurement method of semantic and numerical data are separately given and a weight-based hybrid similarity measurement method for the security supervising data based on a semantic description in coal mines is presented.Thirdly,taking the hybrid similarity measurement method as the distance criteria and using a grid methodology for reference,an improved CURE clustering algorithm based on the grid is presented.Finally,the simulation results of a security supervising data set in coal mines validate the efficiency of the algorithm. 展开更多
关键词 semantic description clustering analysis algorithm similarity measurement
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Last-instar Larval Descriptions of Three Species of Pyraustinae (Lepidoptera: Pyralidae) from Korea 被引量:1
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作者 朴美花 李灿镛 方志刚 《Entomotaxonomia》 CSCD 北大核心 2005年第4期297-302,共6页
The last-stage larval external morphologies of Pleuroptya rulalis (Scopoli), Pleuroptya harutai (Inoue) and Botyodes diniasalis (Walker) of Pyraustinae are described and illustrated. All specimens are deposited ... The last-stage larval external morphologies of Pleuroptya rulalis (Scopoli), Pleuroptya harutai (Inoue) and Botyodes diniasalis (Walker) of Pyraustinae are described and illustrated. All specimens are deposited in the Insect Collection of Department of Forest Resources Protection, Kangwon National University, Korea. 展开更多
关键词 LEPIDOPTERA PYRALIDAE PYRAUSTINAE larval description Korea
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视听翻译术语Audio Description译名探析 被引量:2
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作者 雷静 杨淑佳 《中国科技翻译》 2023年第4期15-18,共4页
作为视听翻译领域的重要分支,国内在Audio Description(AD)的研究中存在定义模糊、译名混乱的问题。本文首先阐述了不同学者对AD的界定并解释了AD的内涵意义,进而比较了现有的三种汉语译名,即“无障碍电影、音频描述和口述影像”。本文... 作为视听翻译领域的重要分支,国内在Audio Description(AD)的研究中存在定义模糊、译名混乱的问题。本文首先阐述了不同学者对AD的界定并解释了AD的内涵意义,进而比较了现有的三种汉语译名,即“无障碍电影、音频描述和口述影像”。本文认为,“口述影像”一词涵盖了AD涉及的所有使用场景和适用人群,是目前最符合AD内涵的译名。本文意在回应关于AD译名的争议,促进AD在国内实现译名的统一,以利于国内视听翻译研究的发展。 展开更多
关键词 Audio description 视听翻译 术语译名
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Description of the Female of Sinodorcadion punctulatum Gressitt (Coleoptera:Cerambycidae:Lamiinae)
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作者 谢广林 袁海山 王文凯 《Entomotaxonomia》 CSCD 北大核心 2010年第B08期155-156,共2页
The female of Sinodorcadion punctulatum is reported for the first time, and the photographs of adult are presented.
关键词 COLEOPTERA CERAMBYCIDAE Sinodorcadion punctulatum FEMALE description
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Description of Natural Enemies of Pasture Pest-Carabdae Insects
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作者 赵同贵 吴彤林 +1 位作者 莫熙礼 邓伟 《Plant Diseases and Pests》 CAS 2010年第2期41-44,共4页
The investigation result of grassland predators Carabidae in southwest of Guizhou was reported. Taxonomic status, morphological characteristics of 5 genera and 13 species of insect predators were described, their livi... The investigation result of grassland predators Carabidae in southwest of Guizhou was reported. Taxonomic status, morphological characteristics of 5 genera and 13 species of insect predators were described, their living habits and incidence were outlined. 展开更多
关键词 Southwest of Guizhou Morphological characteristic Insect description of species
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Fuzzy description logic based on vague sets
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作者 马宗民 王海龙 +1 位作者 严丽 赵法信 《Journal of Southeast University(English Edition)》 EI CAS 2007年第3期399-402,共4页
To enable the representation and reasoning for fuzzy ontologies with expressive fuzzy knowledge on the semantic web, a new fuzzy extension of description logics called vague ALC which is based on vague sets is present... To enable the representation and reasoning for fuzzy ontologies with expressive fuzzy knowledge on the semantic web, a new fuzzy extension of description logics called vague ALC which is based on vague sets is presented. The definition of vague set is introduced and then the syntax and semantics of vague ALC are formally defined. The forms of axioms and assertions in the vague ALC knowledge bases are specified. Finally, the tableau algorithm is developed for the reasoning in the vague ALC. The vague ALC based on vague set uses two degrees of membership instead of a single membership degree in the fuzzy sets and is more accurate in representing the imprecision in the degrees of membership. The vague ALC has more expressive power than ALC and can represent fuzzy knowledge and perform reasoning tasks based on them. Therefore, the vague ALC can enable the representation and reasoning for fuzzy ontologies with expressive fuzzy knowledge on the semantic web. 展开更多
关键词 semantic web description logic fuzzy logic vague sets tableau algorithm
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Reasoning complexity for extended fuzzy description logic with qualifying number restriction
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作者 陆建江 李言辉 +2 位作者 张亚非 周波 康达周 《Journal of Southeast University(English Edition)》 EI CAS 2007年第2期236-240,共5页
To solve the extended fuzzy description logic with qualifying number restriction (EFALCQ) reasoning problems, EFALCQ is discretely simulated by description logic with qualifying number restriction (ALCQ), and ALCQ... To solve the extended fuzzy description logic with qualifying number restriction (EFALCQ) reasoning problems, EFALCQ is discretely simulated by description logic with qualifying number restriction (ALCQ), and ALCQ reasoning results are reused to prove the complexity of EFALCQ reasoning problems. The ALCQ simulation method for the consistency of EFALCQ is proposed. This method reduces EFALCQ satisfiability into EFALCQ consistency, and uses EFALCQ satisfiability to discretely simulate EFALCQ satdomain. It is proved that the reasoning complexity for EFALCQ satisfiability, consistency and sat-domain is PSPACE-complete. 展开更多
关键词 extended fuzzy description logic qualifying number restriction reasoning complexity
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Mathematical Description of the Arming Process of a Fuze Safety System
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作者 范宁军 马宝华 葛渭高 《Journal of Beijing Institute of Technology》 EI CAS 1993年第1期62-73,共12页
By determining the state variables of a fuze safety system,some mathematical models——the system of ordinary differential and functional differential equations about the system's arming process are founded in a s... By determining the state variables of a fuze safety system,some mathematical models——the system of ordinary differential and functional differential equations about the system's arming process are founded in a state space.Also,the arming states and restricted relations of the safety factors are described and some demonstrations are presented. 展开更多
关键词 FUZE state spaces/safety and arming system mathematical description
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Description of Larvae of Three Pyraustini Species(Lepidoptera:Crambidae:Pyraustinae) Injurious to Bamboo in China
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作者 朴美花 郑颖姹 李灿镛 《Entomotaxonomia》 CSCD 北大核心 2010年第4期271-276,共6页
Bamboo,is very important for its value and rapid growth,is mostly cultivated in China.Pyraustinae are severely injurious to bamboo.The external morphology of the last-instar larvae of Algedonis coclesalis(Walker),Cr... Bamboo,is very important for its value and rapid growth,is mostly cultivated in China.Pyraustinae are severely injurious to bamboo.The external morphology of the last-instar larvae of Algedonis coclesalis(Walker),Crocidophora evenoralis Walker and Demoboly pervulglis Hampson(all Pyraustini injurious to bamboo) are described and illustrated.Biological information for these larvae is provided. 展开更多
关键词 LEPIDOPTERA CRAMBIDAE PYRAUSTINAE larval description China
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Dynamic hierarchy description and constraint rules of flexibility workflow
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作者 杨飞 尹宝林 《Journal of Southeast University(English Edition)》 EI CAS 2007年第3期474-478,共5页
A dynamic hierarchical description method for workflow is presented. The method provides a dynamic hierarchical way to define a workflow with non-determinate or dynamic factors. With this method, the main process defi... A dynamic hierarchical description method for workflow is presented. The method provides a dynamic hierarchical way to define a workflow with non-determinate or dynamic factors. With this method, the main process defined at build-time can be reified and extended by the principle of the sub-organizations at either the build-time or the run-time. To ensure the consistency and integrity of the description, a series of constraint rules are also discussed to realize seamless integration between a decomposed process and its original one. This approach supports the description of unpredictable uncertainties, the dynamic hierarchy of business process, and the dynamic modification of enterprise organizations, and all of these improve the flexibility and extendability of workflow management systems dramatically. 展开更多
关键词 flexible workflow dynamic hierarchy description task decomposition split process
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On the Description of Nature in Jane Eyre
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作者 于志浩 《海外英语》 2013年第11X期20-22,共3页
For the novel Jane Eyre, people appreciate it with different reasons. The author employs stylistic approaches to illustrate her own reasons why she enjoys it by analyzing its unique, realistic yet emotional and symbol... For the novel Jane Eyre, people appreciate it with different reasons. The author employs stylistic approaches to illustrate her own reasons why she enjoys it by analyzing its unique, realistic yet emotional and symbolic description of nature alone. 展开更多
关键词 JANE EYRE the description of NATURE SYMBOLISM and
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Quantitative description of characteristics of high-capacity channels in unconsolidated sandstone reservoirs using in situ production data 被引量:16
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作者 Wang Xuezhong Wang Jianyong +2 位作者 Wang Chuanfei Zeng Liufang Liu Xuewei 《Petroleum Science》 SCIE CAS CSCD 2010年第1期106-111,共6页
Quantitative description of the high-capacity channels in unconsolidated sandstone reservoirs, into which water was injected to improve oil recovery, is a hot topic in the field of reservoir development. This paper pr... Quantitative description of the high-capacity channels in unconsolidated sandstone reservoirs, into which water was injected to improve oil recovery, is a hot topic in the field of reservoir development. This paper presents a novel approach to describing quantitatively the characteristics of connected macropores in unconsolidated sandstone reservoirs using in situ production data. Based on physical simulation for formation mechanisms of high capacity channels and interwell tracer test data, a mathematical model was established to describe high-capacity channels by grey correlation theory, flow mechanism of fluid in porous media and reservoir engineering, and a program was developed to describe quantitatively the channel characteristics. The predicted results were consistent with field monitoring data (80%), so this model could be economically and effectively used to identify high-capacity channels. 展开更多
关键词 High-capacity channel unconsolidated sandstone quantitative description physical simulation interwell tracer grey correlation theory
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Shot Line Geometric Description Method for Aircraft Vulnerability Calculation 被引量:5
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作者 Pei Yang Song Bifeng Han Qing 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2009年第5期498-504,共7页
This article, firstly, categorizes aircraft's presented area in a particular hit aspect into non-vulnerable region, non-overlapping vulnerable region and overlapping vulnerable region. Then, the aircraft's unique ex... This article, firstly, categorizes aircraft's presented area in a particular hit aspect into non-vulnerable region, non-overlapping vulnerable region and overlapping vulnerable region. Then, the aircraft's unique existing states are divided into kill states, intermediate states and no kill states. The parameters pertinent to aircraft's existing states in the above-mentioned regions are analyzed by using the shot line scanning method. Finally, the method provides two kinds of shot line geometric descriptive data: (1) component's vulnerable area and presented area in each region, which can be used to calculate the component's single-hit vulnerability and (2) aircraft's unique existing states and the areas corresponding to each state, which can be used to calculate the aircraft's single-hit and multi-hit vulnerability. Examples show that the proposed method can provide the parameters of the aircraft's or its component's area under threat being hit through tracing the shot line path thereby enabling the vulnerability calculated results to conform with reality to larger extent. In addition, the method solves the generality problem in dealing with overlapping components. 展开更多
关键词 VULNERABILITY geometric description OVERLAP vulnerable area GEOMETRY
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