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Reliable transmission of consultative committee for space data systems file delivery protocol in deep space communication 被引量:7
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作者 Hui Li Hao Luo Faxin Yu Zheming Lu 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2010年第3期349-354,共6页
In consultative committee for space data systems(CCSDS) file delivery protocol(CFDP) recommendation of reliable transmission,there are no detail transmission procedure and delay calculation of prompted negative ac... In consultative committee for space data systems(CCSDS) file delivery protocol(CFDP) recommendation of reliable transmission,there are no detail transmission procedure and delay calculation of prompted negative acknowledge and asynchronous negative acknowledge models.CFDP is designed to provide data and storage management,story and forward,custody transfer and reliable end-to-end delivery over deep space characterized by huge latency,intermittent link,asymmetric bandwidth and big bit error rate(BER).Four reliable transmission models are analyzed and an expected file-delivery time is calculated with different trans-mission rates,numbers and sizes of packet data units,BERs and frequencies of external events,etc.By comparison of four CFDP models,the requirement of BER for typical missions in deep space is obtained and rules of choosing CFDP models under different uplink state informations are given,which provides references for protocol models selection,utilization and modification. 展开更多
关键词 deep space communication consultative committee for space data systems (CCSDS) CCSDS file delivery protocol (CFDP) RELIABLE delay.
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Data Spaces in Medicine and Health:Technologies,Applications,and Challenges
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作者 Wan-Fei Hu Si-Zhu Wu Qing Qian 《Chinese Medical Sciences Journal》 2025年第1期18-28,I0004,共12页
Data space,as an innovative data management and sharing model,is emerging in the medical and health sectors.This study expounds on the conceptual connotation of data space and delineates its key technologies,including... Data space,as an innovative data management and sharing model,is emerging in the medical and health sectors.This study expounds on the conceptual connotation of data space and delineates its key technologies,including distributed data storage,standardization and interoperability of data sharing,data security and privacy protection,data analysis and mining,and data space assessment.By analyzing the real-world cases of data spaces within medicine and health,this study compares the similarities and differences across various dimensions such as purpose,architecture,data interoperability,and privacy protection.Meanwhile,data spaces in these fields are challenged by the limited computing resources,the complexities of data integration,and the need for optimized algorithms.Additionally,legal and ethical issues such as unclear data ownership,undefined usage rights,risks associated with privacy protection need to be addressed.The study notes organizational and management difficulties,calling for enhancements in governance framework,data sharing mechanisms,and value assessment systems.In the future,technological innovation,sound regulations,and optimized management will help the development of the medical and health data space.These developments will enable the secure and efficient utilization of data,propelling the medical industry into an era characterized by precision,intelligence,and personalization. 展开更多
关键词 data space medical and health data data sharing privacy protection data security
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《空间数据与信息传输系统 航天器SpaceFibre总线通信协议》国家标准解读
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作者 牛跃华 许冬彦 周玉霞 《航天标准化》 2024年第2期36-38,共3页
SpaceFibre总线是专门面向新一代智能航天器在轨海量数据可靠传输设计的新型超高速组网互联技术,其提供了优先级、带宽预留和时隙规划等多种服务质量保证机制,支持最高50Gbps的超高链路传输带宽,具备数据检错重传、链路状态机管理、多... SpaceFibre总线是专门面向新一代智能航天器在轨海量数据可靠传输设计的新型超高速组网互联技术,其提供了优先级、带宽预留和时隙规划等多种服务质量保证机制,支持最高50Gbps的超高链路传输带宽,具备数据检错重传、链路状态机管理、多信道冗余与平滑降级等多层级容错机制,在航天器安全关键应用领域具有显著优势。制定GB/T 43670—2024《空间数据与信息传输系统SpaceFibre总线通信协议标准》,对于支持SpaceFibre核心芯片和网络系统研制,保证各类星载高性能处理设备之间高速通信接口一致性和匹配性,实现整星系统快速集成测试和不同航天器之间产品可重用性具有极其重要的意义。 展开更多
关键词 空间数据与信息传输系统 航天器 spaceFibre 超高速 总线 服务质量 容错
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Research on multiple elimination methods in inverse data space based on randomized singular value decomposition 被引量:1
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作者 WANG Tiexing WANG Deli +2 位作者 HU Bin SUN Jing SU Xiaobo 《Global Geology》 2017年第1期59-63,共5页
Based on surfaced-related multiple elimination (SRME) , this research has derived the methods on multiples elimination in the inverse data space. Inverse data processing means moving seismic data from forwar... Based on surfaced-related multiple elimination (SRME) , this research has derived the methods on multiples elimination in the inverse data space. Inverse data processing means moving seismic data from forward data space (FDS) to inverse data space ( IDS) . The surface-related multiples and primaries can then be sepa-rated in the IDS, since surface-related multiples wi l l form a focus region in the IDS. Muting the multiples ener-gy can achieve the purpose of multiples elimination and avoid the damage to primaries energy during the process of adaptive subtraction. Randomized singular value decomposition ( RSYD) is used to enhance calculation speed and improve the accuracy in the conversion of FDS to IDS. The synthetic shot record of the salt dome model shows that the relationship between primaries and multiples is simple and clear, and RSVD can easily eliminate multiples and save primaries energy. Compared with conventional multiples elimination methods and ordinary methods of multiples elimination in the inverse data space, this technique has an advantage of high cal-culation speed and reliable outcomes. 展开更多
关键词 multiple elimination SRME inverse data space feedback model RSYD
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Scientific data products and the data pre-processing subsystem of the Chang'e-3 mission 被引量:1
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作者 Xu Tan Jian-Jun Liu +7 位作者 Chun-Lai Li Jian-Qing Feng Xin Ren Fen-Fei Wang Wei Yan Wei Zuo Xiao-Qian Wang Zhou-Bin Zhang 《Research in Astronomy and Astrophysics》 SCIE CAS CSCD 2014年第12期1682-1694,共13页
The Chang'e-3 (CE-3) mission is China's first exploration mission on the surface of the Moon that uses a lander and a rover. Eight instruments that form the scientific payloads have the following objectives: (1... The Chang'e-3 (CE-3) mission is China's first exploration mission on the surface of the Moon that uses a lander and a rover. Eight instruments that form the scientific payloads have the following objectives: (1) investigate the morphological features and geological structures at the landing site; (2) integrated in-situ analysis of minerals and chemical compositions; (3) integrated exploration of the structure of the lunar interior; (4) exploration of the lunar-terrestrial space environment, lunar sur- face environment and acquire Moon-based ultraviolet astronomical observations. The Ground Research and Application System (GRAS) is in charge of data acquisition and pre-processing, management of the payload in orbit, and managing the data products and their applications. The Data Pre-processing Subsystem (DPS) is a part of GRAS. The task of DPS is the pre-processing of raw data from the eight instruments that are part of CE-3, including channel processing, unpacking, package sorting, calibration and correction, identification of geographical location, calculation of probe azimuth angle, probe zenith angle, solar azimuth angle, and solar zenith angle and so on, and conducting quality checks. These processes produce Level 0, Level 1 and Level 2 data. The computing platform of this subsystem is comprised of a high-performance computing cluster, including a real-time subsystem used for processing Level 0 data and a post-time subsystem for generating Level 1 and Level 2 data. This paper de- scribes the CE-3 data pre-processing method, the data pre-processing subsystem, data classification, data validity and data products that are used for scientific studies. 展开更多
关键词 Moon: data products -- methods: data pre-processing -- space vehicles:instruments
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Modeling and Simulation Study of Space Data Link Protocol
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作者 Ismail Hababeh Rizik M. H. Al-Sayyed +2 位作者 Ja’far Alqatawna Yousef Majdalawi Marwan Nabelsi 《International Journal of Communications, Network and System Sciences》 2014年第10期440-452,共13页
This research paper describes the design and implementation of the Consultative Committee for Space Data Systems (CCSDS) standards REF _Ref401069962 \r \h \* MERGEFORMAT [1] for Space Data Link Layer Protocol (SDLP). ... This research paper describes the design and implementation of the Consultative Committee for Space Data Systems (CCSDS) standards REF _Ref401069962 \r \h \* MERGEFORMAT [1] for Space Data Link Layer Protocol (SDLP). The primer focus is the telecommand (TC) part of the standard. The implementation of the standard was in the form of DLL functions using C++ programming language. The second objective of this paper was to use the DLL functions with OMNeT++ simulating environment to create a simulator in order to analyze the mean end-to-end Packet Delay, maximum achievable application layer throughput for a given fixed link capacity and normalized protocol overhead, defined as the total number of bytes transmitted on the link in a given period of time (e.g. per second) divided by the number of bytes of application data received at the application layer model data sink. In addition, the DLL was also integrated with Ground Support Equipment Operating System (GSEOS), a software system for space instruments and small spacecrafts especially suited for low budget missions. The SDLP is designed for rapid test system design and high flexibility for changing telemetry and command requirements. GSEOS can be seamlessly moved from EM/FM development (bench testing) to flight operations. It features the Python programming language as a configuration/scripting tool and can easily be extended to accommodate custom hardware interfaces. This paper also shows the results of the simulations and its analysis. 展开更多
关键词 Consultative COMMITTEE for space data systems Standards space data Link PROTOCOL Mean END-TO-END Packet Delay Maximum Achievable Application Layer Throughput Normalized PROTOCOL OVERHEAD Telecommand spacecrafts space Instruments
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Design of THz Space Application System
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作者 Huipeng Han Jungang Yuan Jincheng Tong 《Journal of Computer and Communications》 2015年第3期61-65,共5页
Two kinds of space applications of THz band are proposed. A novel method for the THz band signal propagation in the satellite-earth link is studied in order to overcome the huge loss in the atmosphere. The THz signal ... Two kinds of space applications of THz band are proposed. A novel method for the THz band signal propagation in the satellite-earth link is studied in order to overcome the huge loss in the atmosphere. The THz signal should be transformed to Ka band by data processor on satellite, and then be transmitted to the earth station in order to avoid the THz loss in the atmosphere. The design can realize at least 10 Gbps space communication or data relay. Furthermore, three aspects of challenges in THz band are analyzed. 展开更多
关键词 THZ BAND space Communication data RELAY system DESIGN Inter-Satellite LINK
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Application Research on Space Laser Communication in Bistatic Radar System
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作者 李晓萍 韩绍坤 郝小宁 《Journal of Beijing Institute of Technology》 EI CAS 2003年第1期19-22,共4页
There exist three synchronizing problems in the bistatic radar system that some signals of the radar receiver must be synchronized with those of the radar transmitter. Several methods realizing data transmission, whic... There exist three synchronizing problems in the bistatic radar system that some signals of the radar receiver must be synchronized with those of the radar transmitter. Several methods realizing data transmission, which are used to complete the synchronization existing in the bistatic radar system, are described. Then a new idea is brought forward that employs space laser communication in the bistatic radar system to realize its data transmission. The theoretic analysis of the idea's usability and its merits are discussed in details. Finally the latest development of space laser communication is introduced, and the utility of the idea is pointed out further. 展开更多
关键词 space laser communication bistatic radar system data transmission channel data transmission trigger pulse radio frequency
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数据空间背景下政务数据共享的框架及启示——基于欧盟OOTS的运行机制解析
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作者 安小米 龙志奇 孙子惠 《图书与情报》 北大核心 2025年第5期112-122,共11页
在数据空间成为全球数据战略核心的背景下,如何构建高效、可信的政务数据共享机制是国家数字化转型的关键命题。文章聚焦数据空间理念在政务领域的关键实践欧盟“一次性原则”技术系统(OOTS),剖析其在数据空间背景下的运行机制。文章基... 在数据空间成为全球数据战略核心的背景下,如何构建高效、可信的政务数据共享机制是国家数字化转型的关键命题。文章聚焦数据空间理念在政务领域的关键实践欧盟“一次性原则”技术系统(OOTS),剖析其在数据空间背景下的运行机制。文章基于活动理论,构建“制度设计-技术架构-生态协同”三维框架,揭示了OOTS如何通过完备的法制与治理体系、标准化的互操作技术工具集以及多元主体协同网络,将数据空间所倡导的数据主权、互信互操作、可信连接与价值共创等核心原则落地。研究发现,OOTS的成功实践为解决传统政务数据共享的局限性、建立跨域信任提供了一套系统性的数据空间解决方案。因此,文章从完善顶层制度设计、构建互操作技术架构和培育协同治理生态三个维度,为我国在数据空间战略下优化政务数据共享机制提出了发展策略。 展开更多
关键词 政务数据共享 数据空间 欧盟 OOTS系统
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Overview of multirate sampled-data control system
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作者 赵霞 姚郁 马杰 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2002年第4期405-410,共6页
The basic analysis and synthesis approaches for multirate sampled-data control system are reviewed. After giving the definition and some properties of multirate system are given, its origination, development and desig... The basic analysis and synthesis approaches for multirate sampled-data control system are reviewed. After giving the definition and some properties of multirate system are given, its origination, development and design methods are discussed in detail. Finally, some remarks, expectations and conclusions on the present research status and the research directions are given. 展开更多
关键词 MULTIRATE SAMPLED-data control system (shorted for MULTIRATE system) LIFTING STATE-space method linear matrix INEQUALITY (LMI) game theory
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妇科影像报告与数据系统分类方法在诊断卵巢占位病变中的应用价值探讨
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作者 温影红 《中国现代药物应用》 2025年第24期58-61,共4页
目的探讨妇科影像报告与数据系统(GI-RADS)分类方法在卵巢占位病变中的诊断价值。方法回顾性分析660例卵巢占位病变患者的临床资料,均进行妇科超声检查,并运用GI-RADS分类方法对卵巢占位病变进行分类。以手术病理诊断为金标准,验证GI-R... 目的探讨妇科影像报告与数据系统(GI-RADS)分类方法在卵巢占位病变中的诊断价值。方法回顾性分析660例卵巢占位病变患者的临床资料,均进行妇科超声检查,并运用GI-RADS分类方法对卵巢占位病变进行分类。以手术病理诊断为金标准,验证GI-RADS分类方法对卵巢占位病灶的诊断性能,具体包括诊断正确率、敏感度、特异度及预测值。统计卵巢占位病变病理诊断与GI-RADS分类结果。结果660例卵巢占位病变患者病理诊断结果显示570例(86.36%)为良性,90例(13.64%)为交界性/恶性。以手术病理结果为金标准,GI-RADS分类方法诊断的准确率达96.82%,其敏感度、特异度分别为97.02%、95.56%,阳性预测值及阴性预测值分别为99.28%及83.50%。557例诊断为GIRADS 3类,553例患者病理诊断为良性,4例诊断为恶性,包括2例囊性交界性肿瘤、1例囊性透明细胞癌、1例囊性颗粒细胞瘤。其中1例囊性交界性肿瘤表现为多房囊性包块,术前误诊为黏液性囊腺瘤;1例囊性交界肿瘤及1例囊性颗粒细胞瘤表现为透声好囊肿,误诊为单纯囊肿;1例囊性透明细胞癌表现为透声差囊肿,误诊为子宫内膜异位囊肿。58例患者诊断为GI-RADS 4类,17例病理诊断为良性,41例病理诊断为恶性,良性包括4例纤维瘤、3例卵泡膜纤维瘤、4例囊腺瘤(黏液性和浆液性)、3例成熟囊性畸胎瘤、2例子宫内膜异位囊肿、1例卵泡膜细胞瘤。45例诊断为GI-RADS 5类,均为恶性。结论GI-RADS分类方法对诊断卵巢占位病变具有较高的临床价值,值得推广。 展开更多
关键词 超声 妇科影像报告与数据系统分类方法 卵巢占位病变 诊断效能
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海量空间站任务数据的挖掘与分析系统技术研究
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作者 邓云紫微 李盛阳 +3 位作者 刘云飞 杨波 刘安琪 刘雅楠 《载人航天》 北大核心 2025年第4期530-537,共8页
空间站长周期在轨运行将持续产生海量异构的工程任务数据,如何高效地开展大规模数据挖掘分析与利用是目前亟需解决的问题。基于层次化、组件化架构,利用微服务、容器化等云原生技术,设计并研制了工程大数据挖掘与分析系统,实现了从数据... 空间站长周期在轨运行将持续产生海量异构的工程任务数据,如何高效地开展大规模数据挖掘分析与利用是目前亟需解决的问题。基于层次化、组件化架构,利用微服务、容器化等云原生技术,设计并研制了工程大数据挖掘与分析系统,实现了从数据接入-存储-处理-计算-分析-应用等全流程服务,进一步分析了多源数据动态持续接入、海量数据高性能分布式存储、数据分析任务高并发调度以及模型自动化一键部署等关键技术问题并阐述了解决方案。工程大数据挖掘与分析系统作为载人航天工程专有云平台的核心业务系统,已通过在轨检验,有效支撑了空间站多类型科学实验载荷的运行状态预测、潜在风险预警等方面的数据分析与应用,为多源海量工程数据的综合创新应用提供了基础平台与关键技术支撑。 展开更多
关键词 空间站 系统架构 数据挖掘与分析 软件工程 大数据与人工智能
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Research and Application of Maize Precision Intelligence Spatial Decision Support System
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作者 王国伟 陈桂芬 +1 位作者 姚玉霞 闫丽 《Agricultural Science & Technology》 CAS 2010年第6期147-151,188,共6页
In order to solve the problem of the maze precision fertilizer,soil fertility evaluation,soil fertility classify and yield projections,the geographic information system with spatial information processing functions,sp... In order to solve the problem of the maze precision fertilizer,soil fertility evaluation,soil fertility classify and yield projections,the geographic information system with spatial information processing functions,spatial data mining techniques with spatial information analysis capabilities,expert system technology in the field of artificial intelligence,traditional information management systems and decision support system were effectively integrated in this study,and the statistical analysis method of GIS and data visualization were combined to design and implement the maize precise intelligent space decision-making system.This system had greatly improved the decision-making ability in agricultural production carried out by agricultural management. 展开更多
关键词 Maize precision operation space data mining Decision support system Geographic information system VISUALIZATION
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An image compression method for space multispectral time delay and integration charge coupled device camera
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作者 李进 金龙旭 张然峰 《Chinese Physics B》 SCIE EI CAS CSCD 2013年第6期360-365,共6页
Multispectral time delay and integration charge coupled device (TDICCD) image compression requires a low- complexity encoder because it is usually completed on board where the energy and memory are limited. The Cons... Multispectral time delay and integration charge coupled device (TDICCD) image compression requires a low- complexity encoder because it is usually completed on board where the energy and memory are limited. The Consultative Committee for Space Data Systems (CCSDS) has proposed an image data compression (CCSDS-IDC) algorithm which is so far most widely implemented in hardware. However, it cannot reduce spectral redundancy in mukispectral images. In this paper, we propose a low-complexity improved CCSDS-IDC (ICCSDS-IDC)-based distributed source coding (DSC) scheme for multispectral TDICCD image consisting of a few bands. Our scheme is based on an ICCSDS-IDC approach that uses a bit plane extractor to parse the differences in the original image and its wavelet transformed coefficient. The output of bit plane extractor will be encoded by a first order entropy coder. Low-density parity-check-based Slepian-Wolf (SW) coder is adopted to implement the DSC strategy. Experimental results on space multispectral TDICCD images show that the proposed scheme significantly outperforms the CCSDS-IDC-based coder in each band. 展开更多
关键词 multispectral CCD images Consultative Committee for space data systems - image data compression (CCSDS-IDC) distributed source coding (DSC)
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我国数据跨境流动的形势、现状与机制研究——以自贸区为例 被引量:1
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作者 徐浩 王建 +1 位作者 王思博 黄岩 《网络安全与数据治理》 2025年第6期56-61,81,共7页
为探索符合我国国情的数据跨境流动机制,选取在发展机制上具有先行先试优势的自贸区为样本,通过文献分析、案例分析,归纳总结了数据跨境流动当前面临的国内外形势,挖掘出数据跨境在高效便利安全上不足的相关问题,提炼出自贸区在数据跨... 为探索符合我国国情的数据跨境流动机制,选取在发展机制上具有先行先试优势的自贸区为样本,通过文献分析、案例分析,归纳总结了数据跨境流动当前面临的国内外形势,挖掘出数据跨境在高效便利安全上不足的相关问题,提炼出自贸区在数据跨境领域的主要实践经验和特点,从技术、服务、制度三方面提出建议,以期为打造中国特色的数据跨境流动机制提供借鉴。 展开更多
关键词 自贸区 跨境数据空间 数据跨境服务 数据跨境制度
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面向智能电磁空间作战的电磁模型体系构建方法
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作者 周树德 李春霞 《舰船电子对抗》 2025年第4期1-7,18,共8页
针对陆海空天跨域广泛存在的电磁作战单元要素如何有机组织形成体系化、智能化作战能力的问题,从智能电磁空间作战的概念内涵、体系架构、能力生成机制和基础理论等多个角度进行了探讨。在智能电磁空间作战能力生成机制方面,基于信息论... 针对陆海空天跨域广泛存在的电磁作战单元要素如何有机组织形成体系化、智能化作战能力的问题,从智能电磁空间作战的概念内涵、体系架构、能力生成机制和基础理论等多个角度进行了探讨。在智能电磁空间作战能力生成机制方面,基于信息论阐述了电磁空间作战信息增量生成能力增量的机制。在智能电磁空间作战能力生成理论方面,提出物理机理和数据共同驱动建立电磁模型体系的理论。最后,定性分析了雷达领域模型的规模,基于提出的电磁模型体系构建理论,给出了雷达领域的大模型典型应用,实现了电磁作战能力效能的提升。 展开更多
关键词 电磁空间 数据驱动 系统架构 信息论
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智慧城市操作系统的概念及技术体系 被引量:1
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作者 贺彪 郭仁忠 +3 位作者 徐海 蒯希 林浩嘉 赵志刚 《测绘学报》 北大核心 2025年第5期785-794,共10页
智慧城市的发展经历了以网络通信基础设施建设为主向智慧化城市管理的转变,面对城市开放复杂巨系统,如何建设满足各类应用需求的城市时空数据、共性基础的时空计算能力,是当前智慧城市建设亟须解决的核心问题。本文提出并分析了智慧城... 智慧城市的发展经历了以网络通信基础设施建设为主向智慧化城市管理的转变,面对城市开放复杂巨系统,如何建设满足各类应用需求的城市时空数据、共性基础的时空计算能力,是当前智慧城市建设亟须解决的核心问题。本文提出并分析了智慧城市操作系统的概念,从城市三元空间认知、智慧城市逻辑分层、智慧城市操作系统架构等方面来阐述智慧城市操作系统的内涵,探讨了需要重点聚焦的城市泛在感知、城市全空间实景建模、城市级场景三维渲染、城市算力网统一调度等智慧城市操作系统的技术体系。本文期待能为新时期智慧城市的发展提供参考思路。 展开更多
关键词 智慧城市 操作系统 时空基础数据 GIS 三元空间
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可信数据空间技术在地铁AFC系统数据商业价值开发与运营中的应用探索
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作者 杨铮 李军 《软件》 2025年第9期138-144,共7页
随着城市轨道交通网络的快速发展和数字经济的深入推进,地铁自动售检票(AFC)系统产生的海量数据蕴含着巨大的商业价值。本文以可信数据空间技术为基础,探讨其在地铁AFC系统数据开发利用中的创新应用模式与实现路径。通过分析AFC系统数... 随着城市轨道交通网络的快速发展和数字经济的深入推进,地铁自动售检票(AFC)系统产生的海量数据蕴含着巨大的商业价值。本文以可信数据空间技术为基础,探讨其在地铁AFC系统数据开发利用中的创新应用模式与实现路径。通过分析AFC系统数据特性及商业化面临的安全、隐私与合规挑战,本研究设计了基于可信数据空间架构的地铁数据要素流通方案,结合隐私计算、区块链等前沿技术,构建了安全可信、高效协同的数据流通环境。研究结果表明,该技术不仅能有效破解数据“不敢共享、不愿共享、不能流通”的困境,还能通过多模态数据融合与跨域价值挖掘,释放AFC数据在商业选址、客流分析、精准营销等场景的应用潜能,为地铁运营企业开辟新的收入来源,同时为城市智慧交通建设提供数据支撑。最后,论文展望了可信数据空间技术与人工智能、数字孪生等技术的融合发展趋势。 展开更多
关键词 可信数据空间 地铁AFC系统 数据要素流通 隐私计算 数据商业化 数字经济
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中国数据要素市场化路径优化研究--基于欧盟数据空间三维分析框架的比较
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作者 赵盈盈 黄科满 《数字化转型》 2025年第8期64-72,97,共10页
随着数据要素化进程的加快,数据被广泛视为新型生产要素和重要战略资源。欧盟在《欧洲数据战略》引导下,通过构建联邦式数据空间基础设施,推动数据共享流通。相比之下,我国虽高度重视数据要素市场建设,但在实践中仍面临不少挑战。文章... 随着数据要素化进程的加快,数据被广泛视为新型生产要素和重要战略资源。欧盟在《欧洲数据战略》引导下,通过构建联邦式数据空间基础设施,推动数据共享流通。相比之下,我国虽高度重视数据要素市场建设,但在实践中仍面临不少挑战。文章在梳理欧盟数据空间建设的基础上,提出“治理体系-运营机制-流通机制”三维分析框架,并以欧盟汽车行业、移动出行、智能制造三个典型数据空间案例,系统剖析其商业模式设计、平台运营逻辑和流通定价机制,进而总结其对我国构建数据空间和优化数据要素市场化路径的启示。为此,本文提出我国应建立阶段性政府引导机制、明确数据空间中介角色定位、推进数据资产入表制度创新、探索分类分级定价模式并完善收益分配与定价机制,以推动我国数据要素市场高效健康发展。 展开更多
关键词 数据空间 数据要素市场 治理体系 流通机制
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语义关联驱动的空间科学数据仓储系统构建与关联推荐研究
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作者 吴兆晨 路长发 +2 位作者 李刚 蓝晨阳 王慈枫 《数据与计算发展前沿(中英文)》 2025年第4期67-78,共12页
【背景】随着空间科学领域多模态数据规模的指数级增长,现有数据管理系统面临严峻的挑战,传统架构下数据间语义关联的缺失严重制约了跨学科知识发现的效率。【目的】本研究旨在构建语义增强的空间科学数据仓储系统,深度挖掘多源数据的... 【背景】随着空间科学领域多模态数据规模的指数级增长,现有数据管理系统面临严峻的挑战,传统架构下数据间语义关联的缺失严重制约了跨学科知识发现的效率。【目的】本研究旨在构建语义增强的空间科学数据仓储系统,深度挖掘多源数据的元数据语义及其关联关系,提升关联分析的能力。【方法】基于概念层-逻辑层-物理层的建模架构,构建了空间科学数据元数据语义关联网络。通过非侵入式数据整合方法,在不改变现有业务系统架构的前提下,研发了档案库对接服务、统一对外服务、图数据库管理、图查询引擎等部件,实现了空间科学数据仓储系统。进一步设计了基于元数据语义的相似度计算算法,量化数据实体间的关联强度,并通过数据集关联推荐实验进行技术验证。【结论】实验表明,本研究提出的方法能够有效提升空间科学数据的知识发现效率,为破解多模态数据融合难题提供了新思路,显著增强了复杂科学数据的知识发现能力。 展开更多
关键词 空间科学数据语义关联网 空间科学数据仓储系统 属性图模型 语义相似度计算 关联数据集推荐
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