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BDSec:Security Authentication Protocol for BeiDou-Ⅱ Civil Navigation Message
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作者 Wu Zhijun Zhang Yuan +2 位作者 Yang Yiming Wang Peng Yue Meng 《China Communications》 SCIE CSCD 2024年第6期206-218,共13页
Due to the lack of authentication mechanism in BeiDou navigation satellite system(BDS),BD-Ⅱ civil navigation message(BDⅡ-CNAV) are vulnerable to spoofing attack and replay attack.To solve this problem,we present a s... Due to the lack of authentication mechanism in BeiDou navigation satellite system(BDS),BD-Ⅱ civil navigation message(BDⅡ-CNAV) are vulnerable to spoofing attack and replay attack.To solve this problem,we present a security authentication protocol,called as BDSec,which is designed by using China’s cryptography Shangyong Mima(SM) series algorithms,such as SM2/4/9 and Zu Chongzhi(ZUC)algorithm.In BDSec protocol,both of BDⅡ-CNAV and signature information are encrypted using the SM4 algorithm(Symmetric encryption mechanism).The encrypted result is used as the subject authentication information.BDSec protocol applies SM9 algorithm(Identity-based cryptography mechanism) to protect the integrity of the BDⅡ-CNAV,adopts the SM2 algorithm(Public key cryptosystem) to guarantee the confidentiality of the important session information,and uses the ZUC algorithm(Encryption and integrity algorithm) to verify the integrity of the message authentication serial number and initial information and the information in authentication initialization sub-protocol respectively.The results of the SVO logic reasoning and performance analysis show that BDSec protocol meets security requirements for the dual user identity authentication in BDS and can realize the security authentication of BDⅡ-CNAV. 展开更多
关键词 BDII civil navigation messages(BDIICNAV) beidou navigation satellite system(BDS) identity-based cryptography mechanism navigation message authentication protocol(BDSec)
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Data-Driven Heuristic Assisted Memetic Algorithm for Efficient Inter-Satellite Link Scheduling in the BeiDou Navigation Satellite System 被引量:6
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作者 Yonghao Du Ling Wang +2 位作者 Lining Xing Jungang Yan Mengsi Cai 《IEEE/CAA Journal of Automatica Sinica》 SCIE EI CSCD 2021年第11期1800-1816,共17页
Inter-satellite link(ISL)scheduling is required by the BeiDou Navigation Satellite System(BDS)to guarantee the system ranging and communication performance.In the BDS,a great number of ISL scheduling instances must be... Inter-satellite link(ISL)scheduling is required by the BeiDou Navigation Satellite System(BDS)to guarantee the system ranging and communication performance.In the BDS,a great number of ISL scheduling instances must be addressed every day,which will certainly spend a lot of time via normal metaheuristics and hardly meet the quick-response requirements that often occur in real-world applications.To address the dual requirements of normal and quick-response ISL schedulings,a data-driven heuristic assisted memetic algorithm(DHMA)is proposed in this paper,which includes a high-performance memetic algorithm(MA)and a data-driven heuristic.In normal situations,the high-performance MA that hybridizes parallelism,competition,and evolution strategies is performed for high-quality ISL scheduling solutions over time.When in quick-response situations,the data-driven heuristic is performed to quickly schedule high-probability ISLs according to a prediction model,which is trained from the high-quality MA solutions.The main idea of the DHMA is to address normal and quick-response schedulings separately,while high-quality normal scheduling data are trained for quick-response use.In addition,this paper also presents an easy-to-understand ISL scheduling model and its NP-completeness.A seven-day experimental study with 10080 one-minute ISL scheduling instances shows the efficient performance of the DHMA in addressing the ISL scheduling in normal(in 84 hours)and quick-response(in 0.62 hour)situations,which can well meet the dual scheduling requirements in real-world BDS applications. 展开更多
关键词 beidou navigation Satellite System(BDS) data-driven heuristic inter-satellite link(ISL)scheduling memetic algorithm METAHEURISTIC quick-response
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TESLA-Based Authentication for BeiDou Civil Navigation Message 被引量:3
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作者 Zhijun Wu Yun Zhang +1 位作者 Liang Liu Meng Yue 《China Communications》 SCIE CSCD 2020年第11期194-218,共25页
Due to the civil BeiDou navigation system is open,unauthenticated,and non-encrypted,civilian BeiDou navigation signals may have great security loopholes during transmission or reception.The main security loophole here... Due to the civil BeiDou navigation system is open,unauthenticated,and non-encrypted,civilian BeiDou navigation signals may have great security loopholes during transmission or reception.The main security loophole here is spoofing attacks.Spoofing attacks make the positioning or timing results of BeiDou civilian receivers wrong.Such errors may cause a series of security problems,which lays a serious hidden danger for Bei-Dou satellite information security.This article proposes an anti-spoofing method for BeiDou navigation system based on the combination of SM commercial cryptographic algorithm and Timed Efficient Stream Loss-tolerant Authentication(TESLA)for spoofing attacks.In this solution,we use the SM3 algorithm to generate a TESLA key chain with time information,and then use the key in the key chain to generate the message authentication code for the BeiDou D2 navigation message.The message authentication code is inserted into a reserved bit of the D2 navigation message.In addition,this solution uses the SM2 algorithm to protect and encrypt time information in the TESLA key chain to prevent key replay attacks in TESLA.The experimental results tested on the experimental platform built in this paper show that this scheme reduces the possibility of the BeiDou navigation system being deceived and enhances the safety of the BeiDou navigation system. 展开更多
关键词 beidou navigation system SM commercial cryptographic algorithm TESLA message authentication code D2 navigation message
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Development and Innovation of BeiDou Navigation Satellite System 被引量:2
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作者 XIE Jun ZHANG Jianjun 《Aerospace China》 2020年第4期5-10,共6页
The completion of the BeiDou global navigation satellite system has made China becoming the third country owning a global navigation satellite system independently.It has embarked on a development path with Chinese ch... The completion of the BeiDou global navigation satellite system has made China becoming the third country owning a global navigation satellite system independently.It has embarked on a development path with Chinese characteristics,enriched the development route of the world navigation satellite system,and enhanced China’s core competitiveness.The article describes the development and construction of Beidou Navigation Satellite System(BDS)and summaries the main achievements of BDS-1,BDS-2 and BDS-3 systems from the three aspects of independent innovation,system research and technological breakthrough.The article also analyzes the technical innovation characteristics of the BDS satellites comprehensively,providing a reference for subsequent research and planning of the next generation of the BDS satellites that are more ubiquitous,more integrated,and more intelligent. 展开更多
关键词 beidou navigation INNOVATION next generation
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Fast Compass Alignment for Strapdown Inertial Navigation System
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作者 Jin Sun Dengyin Zhang +1 位作者 Xiaoye Shi Fei Ding 《Computers, Materials & Continua》 SCIE EI 2020年第11期1349-1360,共12页
Initial alignment is the precondition for strapdown inertial navigation system(SINS)to navigate.Its two important indexes are accuracy and rapidity,the accuracy of the initial alignment is directly related to the work... Initial alignment is the precondition for strapdown inertial navigation system(SINS)to navigate.Its two important indexes are accuracy and rapidity,the accuracy of the initial alignment is directly related to the working accuracy of SINS,but in self-alignment,the two indexes are often contradictory.In view of the limitations of conventional data processing algorithms,a novel method of compass alignment based on stored data and repeated navigation calculation for SINS is proposed.By means of data storage,the same data is used in different stages of the initial alignment,which is beneficial to shorten the initial alignment time and improve the alignment accuracy.In order to verify the correctness of the compass algorithm based on stored data and repeated navigation calculation,the simulation experiment was done.In summary,when the computer performance is sufficiently high,the compass alignment method based on the stored data and the forward and reverse navigation calculation can effectively improve the alignment speed and improve the alignment accuracy. 展开更多
关键词 Strapdown Inertial navigation System(SINS) compass alignment data storage reverse navigation calculation forward navigation calculation
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Research on Blanket Jamming to Beidou Navigation Signals Based on BOC Modulation
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作者 Pei Wang Xiaochun Lu Rui Wang 《International Journal of Communications, Network and System Sciences》 2016年第5期135-144,共10页
Aiming at the issue of influence of blanket jamming on performances of Beidou navigation signals, through studying Beidou signals based on the BOC modulation technology, establishing a blanket jamming mathematical mod... Aiming at the issue of influence of blanket jamming on performances of Beidou navigation signals, through studying Beidou signals based on the BOC modulation technology, establishing a blanket jamming mathematical model, and performing modeling and simulation on multiple jamming technologies, to attain the jamming curves of time domains and frequency domains of Beidou signals, and the correlation curve of the signal-to-jamming rate and the bit error rate under blanket jamming, and thus realizing evaluation on the jamming performance. 展开更多
关键词 beidou navigation Signals Blanket Jamming BOC
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Design of Space-based PNT System Based on BeiDou Navigation Satellite System
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作者 XIE Jun ZHANG Jianjun 《Aerospace China》 2018年第4期20-28,共9页
BeiDou navigation satellite system(the BeiDou system) is the only PNT(Positioning, Navigation and Tim-ing) resource in China that has coverage of the globe and near-Earth space and provides continuous high-precision,l... BeiDou navigation satellite system(the BeiDou system) is the only PNT(Positioning, Navigation and Tim-ing) resource in China that has coverage of the globe and near-Earth space and provides continuous high-precision,low-cost positioning, navigation and timing solutions for users in a unified spatio-temporal benchmark. As an importantspatio-temporal benchmark transmission system, the BeiDou system is the most important resource for the nationalPNT system to provide a PNT capability under a unified spatial-temporal benchmark. This paper proposes the con-cept, composition and development model of the space-based PNT system design based on the BeiDou system withall its space characteristics, as well as the advantages of the system. It opens up a new direction for the construction ofChina's PNT system and expands a new horizon in the research of a PNT system in China. 展开更多
关键词 beidou navigation SATELLITE SYSTEM PNT systems engineering THEORY
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BeiDou Regional Navigation Satellite System Completed
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作者 Liu Fei 《Aerospace China》 2012年第4期6-8,共3页
As the 16th BeiDou navigation satellite was successfully launched into space at 23:33 Beijing Time from the Xichang Satellite Launch Center (XSLC) on October 25, 2012, China completed the construction of the BeiDou Re... As the 16th BeiDou navigation satellite was successfully launched into space at 23:33 Beijing Time from the Xichang Satellite Launch Center (XSLC) on October 25, 2012, China completed the construction of the BeiDou Regional Navigation Satellite System that starts to officially provide services for most parts of the Asia-Pacific region from December 27. The 16th BeiDou navigation satellite, the last one for the regional BeiDou system, was developed by China Academy of Space Technology under CASC. 展开更多
关键词 DFH CASC beidou Regional navigation Satellite System Completed JUN IGSO
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Application and Prospect of BeiDou Navigation Satellite System in the Transportation Industry
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作者 LIU Yumei ZHANG Nuan +4 位作者 LIU Lijiao QIN Yiran GAO Ya WENG Yanyun LIU Jindan 《Aerospace China》 2020年第4期50-57,共8页
The transportation industry is one of the largest users of the BeiDou Navigation Satellite System(BDS),characterized by multiple locations,long lines,wide range,and extensive mobility.The application of BDS in the tra... The transportation industry is one of the largest users of the BeiDou Navigation Satellite System(BDS),characterized by multiple locations,long lines,wide range,and extensive mobility.The application of BDS in the transportation industry improves the development level of intelligent,safe,green and shared transportation.Based on the introduction of the application requirements and characteristics of BDS in the transportation industry,this paper systematically introduces the overall status of BDS in the transportation industry,covering highways,waterways,railways,civil aviation,and the postal service.Finally,the paper forecasts future applications of BDS in the field of transportation.It identifies within the transportation industry rich application scenarios for the cultivation of advanced technologies represented by BDS,enhancing transportation safety services and guaranteeing emergency communication,while improving the operation efficiency and management level of an integrated transportation system. 展开更多
关键词 beidou navigation Satellite System TRANSPORTATION industry application application prospect
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China Launches the 11th BeiDou Satellite in Navigation Satellite System
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《Aerospace China》 2012年第1期24-24,共1页
China launched the 11th BeiDou navigation satellite in their BeiDou Navigation Satellite System.The satellite was launched from the Xichang Satellite Launch Center in Sichuan Province on a LM-3C rocket at 0:12 on Febr... China launched the 11th BeiDou navigation satellite in their BeiDou Navigation Satellite System.The satellite was launched from the Xichang Satellite Launch Center in Sichuan Province on a LM-3C rocket at 0:12 on February 25 (Beijing time) and was put into the predetermined transfer orbit successfully.The geostationary satellite is the first BeiDou navigation satellite launched in 2012 for the 展开更多
关键词 China Launches the 11th beidou Satellite in navigation Satellite System
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The 10th BeiDou 2 Navigation Satellite Flew into Space
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《Aerospace China》 2011年第4期23-,共1页
LM launch vehicles established a new record by successfully performing the 16th successful flight this year.A LM-3A launched the 10th BeiDou 2 satellite into its predetermined transfer orbit on December 2 from the XSL... LM launch vehicles established a new record by successfully performing the 16th successful flight this year.A LM-3A launched the 10th BeiDou 2 satellite into its predetermined transfer orbit on December 2 from the XSLC in Sichuan Province. 展开更多
关键词 The 10th beidou 2 navigation Satellite Flew into Space
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Networking of BeiDou Navigation Satellite System Accelerated with Two New Members
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《Aerospace China》 2012年第2期21-21,共1页
At 4:50 on April 30, China's LM-3B/I rocket, an improved type based on LM-3B, made its debut at the Xichang Satellite Launch Center and successfully sending the 12th and 13th BeiDou Navigation Satellite System sat... At 4:50 on April 30, China's LM-3B/I rocket, an improved type based on LM-3B, made its debut at the Xichang Satellite Launch Center and successfully sending the 12th and 13th BeiDou Navigation Satellite System satellites into the planned transfer orbit in space. It was the first time that China launched two BeiDou satellites with one rocket. It was 展开更多
关键词 Networking of beidou navigation Satellite System Accelerated with Two New Members
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Control Policy Learning Design for Vehicle Urban Positioning via BeiDou Navigation
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作者 QIN Yahang ZHANG Chengye +2 位作者 CHEN Ci XIE Shengli LEWIS Frank L 《Journal of Systems Science & Complexity》 SCIE EI CSCD 2024年第1期114-135,共22页
This paper presents a learning-based control policy design for point-to-point vehicle positioning in the urban environment via BeiDou navigation.While navigating in urban canyons,the multipath effect is a kind of inte... This paper presents a learning-based control policy design for point-to-point vehicle positioning in the urban environment via BeiDou navigation.While navigating in urban canyons,the multipath effect is a kind of interference that causes the navigation signal to drift and thus imposes severe impacts on vehicle localization due to the reflection and diffraction of the BeiDou signal.Here,the authors formulated the navigation control system with unknown vehicle dynamics into an optimal control-seeking problem through a linear discrete-time system,and the point-to-point localization control is modeled and handled by leveraging off-policy reinforcement learning for feedback control.The proposed learning-based design guarantees optimality with prescribed performance and also stabilizes the closed-loop navigation system,without the full knowledge of the vehicle dynamics.It is seen that the proposed method can withstand the impact of the multipath effect while satisfying the prescribed convergence rate.A case study demonstrates that the proposed algorithms effectively drive the vehicle to a desired setpoint under the multipath effect introduced by actual experiments of BeiDou navigation in the urban environment. 展开更多
关键词 beidou navigation multipath effect prescribed convergence rate reinforcement learning urban localization.
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北斗导航卫星系统在水利行业的应用与展望 被引量:1
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作者 庞治国 吕娟 +1 位作者 路京选 张朋杰 《中国防汛抗旱》 2024年第4期1-7,共7页
北斗导航卫星系统是我国重要的时空基础设施,建设以来已经广泛应用于社会经济多个领域。智慧水利是新阶段水利高质量发展的最显著标志和6条实施路径之一,北斗导航卫星系统为智慧水利提供了强大的技术支撑,为数字孪生水利建设提供了重要... 北斗导航卫星系统是我国重要的时空基础设施,建设以来已经广泛应用于社会经济多个领域。智慧水利是新阶段水利高质量发展的最显著标志和6条实施路径之一,北斗导航卫星系统为智慧水利提供了强大的技术支撑,为数字孪生水利建设提供了重要的时空基准和高精度的位置及通信服务。从北斗导航卫星系统的功能视角,选择水利工程变形监测、水利巡检、水文监测数据传输等典型应用场景,分析了北斗导航卫星系统的应用现状;同时,还讨论了北斗遥感技术在水位监测、土壤水分反演和大气水汽反演等方面的应用情况;最后,展望了北斗系统在水利领域的发展趋势,指出其应用场景和领域将持续拓展、应用规模将不断增长,以及与新技术融合应用将不断增强,随着北斗导航卫星系统技术的持续创新和应用范围的进一步扩大,北斗导航卫星系统在未来水利行业中将发挥越来越重要的作用,它将成为加快水利新质生产力、推动水利高质量发展的重要推力。 展开更多
关键词 北斗导航卫星系统 水旱灾害监测 北斗遥感
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基于铁路带状北斗CORS的网络RTK测量精度分析 被引量:4
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作者 王建红 《铁道标准设计》 北大核心 2024年第2期74-79,共6页
为研究和拓展北斗导航系统在铁路工程测量中的应用,利用BDS系统技术优势解决山区铁路测量定位难题。基于某山区铁路建立带状北斗连续运行参考站系统(以下简称“北斗CORS系统”)和高精度位置服务云平台。采用国产多星多频测量型接收机进... 为研究和拓展北斗导航系统在铁路工程测量中的应用,利用BDS系统技术优势解决山区铁路测量定位难题。基于某山区铁路建立带状北斗连续运行参考站系统(以下简称“北斗CORS系统”)和高精度位置服务云平台。采用国产多星多频测量型接收机进行控制点数据采集工作,分别对比基于北斗CORS系统的单BDS、单GPS以及GNSS混合星历网络RTK观测数据以及传统基站形式的RTK观测数据的测量精度。结果表明:(1)铁路带状北斗高精度位置服务云平台网络RTK定位功能稳定可靠;(2)基于北斗CORS系统的网络RTK测量方法仅需进行高程曲面拟合,按3s采集的成果精度即可满足铁路测量规范中网络RTK中线测量、断面测量、施工放样、像控测量的精度要求,测量时应尽量采用同类型的设备并采用同精度观测方法以保证重复测量精度,也可通过增加观测时长、在局部区域利用既有高程控制点做高程校正的方式提高测量精度;(3)基于北斗CORS系统的网络RTK测量平面和高程内符合精度限差可分别设定为1.7 cm和2 cm,外符合精度可分别设定为2.2 cm和5 cm。 展开更多
关键词 北斗导航系统 连续运行参考站 铁路工程 线路测量 网络RTK 精度分析
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精准时空感知赋能数字经济发展 被引量:1
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作者 邓中亮 高彦彪 张耀 《无线电工程》 2024年第1期1-5,共5页
当前数字经济的发展愈发依赖于精准时空信息,分析了通信导航融合感知网络对实现精准时空感知的作用与挑战,介绍了我国在通导融合研究方面取得的突破性进展,阐述了隐嵌信噪定位技术对5G网络定位性能的提升、异构多网多源融合对定位鲁棒... 当前数字经济的发展愈发依赖于精准时空信息,分析了通信导航融合感知网络对实现精准时空感知的作用与挑战,介绍了我国在通导融合研究方面取得的突破性进展,阐述了隐嵌信噪定位技术对5G网络定位性能的提升、异构多网多源融合对定位鲁棒性的保障,对北斗与5G深度融合的增量效应进行了讨论。从精准时空感知如何赋能数字经济发展的角度对通信导航融合网络做出进一步规划。 展开更多
关键词 数字经济 通信导航融合 北斗 5G 高精度定位
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北斗三号系统PPP-RTK技术在车辆自动驾驶应用可行性研究 被引量:1
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作者 王尚 《内燃机与配件》 2024年第9期10-12,共3页
卫星导航定位技术是支撑车辆自动驾驶的关键技术,北斗三号全球卫星导航系统建成开通,使得基于北斗三号系统的PPP-RTK技术具备了各行各业广泛应用的基础。本文从PPP-RTK技术本身的发展和车辆定位系统等方面开展论述,对PPP-RTK技术在车辆... 卫星导航定位技术是支撑车辆自动驾驶的关键技术,北斗三号全球卫星导航系统建成开通,使得基于北斗三号系统的PPP-RTK技术具备了各行各业广泛应用的基础。本文从PPP-RTK技术本身的发展和车辆定位系统等方面开展论述,对PPP-RTK技术在车辆自动驾驶中应用的可能性进行探究。 展开更多
关键词 北斗 卫星导航定位 PPP-RTK 自动驾驶
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基于北斗系统的地表与地下一体式沉降监测新方法
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作者 韩文斌 于永堂 +2 位作者 孙茉 郑建国 欧阳山 《灾害学》 CSCD 北大核心 2024年第1期69-74,共6页
为实现对地质灾害易发区地表沉降与地下沉降的同步、实时、自动监测,研发了基于北斗系统的地质体地表与地下一体化沉降监测新方法。该方法融合了北斗系统、静力水准仪、分层沉降标等沉降监测技术,监测原理如下:在稳定区域设置北斗基准点... 为实现对地质灾害易发区地表沉降与地下沉降的同步、实时、自动监测,研发了基于北斗系统的地质体地表与地下一体化沉降监测新方法。该方法融合了北斗系统、静力水准仪、分层沉降标等沉降监测技术,监测原理如下:在稳定区域设置北斗基准点,在监测区域设置工作基点与监测点;工作基点处的北斗卫星接收机与静力水准仪安装至同一桩上,北斗卫星接收机观测工作基点处静力水准仪的绝对沉降;监测点处的静力水准仪与分层沉降标同轴连接,分层沉降标将深层沉降引至地面由静力水准仪观测;北斗系统与静力水准系统同步采集数据,数据经时间同步后分别得到工作基点和监测点的绝对沉降量。该新方法成功解决了大面积沉降监测中面临的非稳定工作基点校测问题,实现了对地质体地表与地下沉降的远程和实时监测。 展开更多
关键词 北斗卫星定位系统 静力水准系统 沉降监测 分层沉降
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北斗全球卫星导航系统工程技术与管理创新
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作者 谢军 杨长风 +2 位作者 王慧林 杨军 张建军 《工程管理科技前沿》 CSSCI 北大核心 2024年第1期1-9,共9页
北斗全球卫星导航系统由中国自主建设运行,具备向全球用户提供全天时、全天候、高精度定位、导航和授时服务能力,具有报文通信、国际搜救等功能。北斗全球卫星导航系统坚持“自主、开放、兼容、渐进”的发展原则,发挥新型举国体制优势,... 北斗全球卫星导航系统由中国自主建设运行,具备向全球用户提供全天时、全天候、高精度定位、导航和授时服务能力,具有报文通信、国际搜救等功能。北斗全球卫星导航系统坚持“自主、开放、兼容、渐进”的发展原则,发挥新型举国体制优势,全面突破核心关键技术,创新发展工程管理模式,实现了国际卫星导航领域和我国航天领域的多个首创,提前半年完成建设,走出了一条符合我国国情、独具特色的国家超级工程发展道路。本文围绕北斗全球卫星导航系统任务要求,全面阐述工程任务组成、任务进程和系统应用,从“混合星座、通信导航融合、星间链路、导航信号、快速组网、核心产品国产化”等方面梳理系统技术特点与创新,并总结了北斗工程建设过程中组织、技术、进度、质量和运行服务等管理体系的创新举措。 展开更多
关键词 北斗卫星导航系统 全球系统 工程技术与管理 创新
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基于鲁棒双参数指数平滑法的BDS卫星钟差预报
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作者 李方能 梁益丰 +2 位作者 许江宁 吴苗 朱兵 《中国惯性技术学报》 EI CSCD 北大核心 2024年第7期645-653,共9页
为提高北斗(BDS)卫星钟差预报精度与稳定性,基于BDS卫星钟工作原理与数据特征,提出了一种基于鲁棒双参数指数平滑法的BDS卫星钟差预报方法。将双参数指数平滑法引入BDS钟差预报,并通过鲁棒化建模与优化初始值选取方式提升了双参数指数... 为提高北斗(BDS)卫星钟差预报精度与稳定性,基于BDS卫星钟工作原理与数据特征,提出了一种基于鲁棒双参数指数平滑法的BDS卫星钟差预报方法。将双参数指数平滑法引入BDS钟差预报,并通过鲁棒化建模与优化初始值选取方式提升了双参数指数平滑法的抗差与适应能力,减小了数据异常干扰对钟差预报性能的影响。与常用的多项式模型、谱分析模型、灰色预测模型及超快速钟差预报产品进行对比分析,结果表明:所提方法适用于不同BDS轨道与类型的卫星钟差预报,取得了良好的预报精度与稳定性,其对BDS卫星钟的6h平均预报精度分别提升了40.3%、31.7%、63.6%和36.6%,预报稳定性分别提升了43.8%、38.9%、65.4%和33.1%。 展开更多
关键词 北斗卫星导航系统 钟差预报 鲁棒双参数指数平滑法 钟差产品
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