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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:5
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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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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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Compression Design and Test of Water Vapor Receiving Data by Beidou Satellite
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作者 Zhang Jianzhong 《Meteorological and Environmental Research》 CAS 2016年第1期30-32,共3页
Water vapor monitoring system by Beidou satellite is a new detection system in meteorological department, which makes receiving amount of detected data and data storage and transmission pressure increase. Here, we try... Water vapor monitoring system by Beidou satellite is a new detection system in meteorological department, which makes receiving amount of detected data and data storage and transmission pressure increase. Here, we try to use data compression to relieve pressure. Compres- sion software of water vapor monitoring system by Beidou satellite can be designed into three components: real-time compression software, check compression software and manual compression software, which respectively completes the compression tasks under real-time receiving, in-time check and separate compression, thereby forming a perfect compression system. Taking the design of manual compression software as guide,and using c language to develop,compression test of original receiving data is conducted. Test result proves that the system can carry out batch auto- matic compression, and compression rate can reach 30% ,which can reach the target of saving space in a degree. 展开更多
关键词 beidou satellite Water vapor Data compression DESIGN TEST China
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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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LM-3B/Yuanzheng 1 Puts Six BeiDou Satellites into Space
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作者 YANG Cheng DAI Zhengying 《Aerospace China》 2018年第3期52-53,共2页
At 12:23 Beijing time on October 15 and 22:07 Beijing time on September 19,two LM-3B/Yuanzheng I launch vehicles lifted off from the Xichang Satellite Launch Center,putting the 39th and 40th BeiDou satellites and the ... At 12:23 Beijing time on October 15 and 22:07 Beijing time on September 19,two LM-3B/Yuanzheng I launch vehicles lifted off from the Xichang Satellite Launch Center,putting the 39th and 40th BeiDou satellites and the 37th and 38th BeiDou satellites of the BeiDou Navigation Satellite System (BDS)into their predetermined orbits respectively. 展开更多
关键词 beidou satellite Yuanzheng LM-
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A LM-3B Successfully Launched the BeiDou 3 IGSO-2 Satellite
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作者 JIANG Qiongqiong 《Aerospace China》 2019年第2期56-56,共1页
A LM-3B carrier rocket lifted off from the Xichang Satellite Launch Center at 2:09 Beijing time on June 25,successfully putting the BeiDou 3 IGSO-2 satellite into orbit. IGSO-2 satellite,the 21st BeiDou 3 satellite as... A LM-3B carrier rocket lifted off from the Xichang Satellite Launch Center at 2:09 Beijing time on June 25,successfully putting the BeiDou 3 IGSO-2 satellite into orbit. IGSO-2 satellite,the 21st BeiDou 3 satellite as well as the 46th BeiDou Navigation Satellite System (BDS) satellite,was developed by the China Academy of Space Technology (CAST).At present,there are 18 MEO,I GEO and IGSO satellites among all the BeiDou 3 satellites. 展开更多
关键词 Successfully beidou satellite
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LM-3B/Yuanzheng 1 Launches Three BeiDou Satellites into Space
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作者 WEI Jinghua 《Aerospace China》 2018年第4期68-68,共1页
At 02:07 Beijing time on November19 and 23:57 Beijing time on November1,two LM-3B/Yuanzheng 1 launch vehicles lifted off from the Xichang Satellite Launch Center,putting the 42nd and43rd BeiDou satellites and the 41st... At 02:07 Beijing time on November19 and 23:57 Beijing time on November1,two LM-3B/Yuanzheng 1 launch vehicles lifted off from the Xichang Satellite Launch Center,putting the 42nd and43rd BeiDou satellites and the 41st BeiDou satellite of the BeiDou Navigation Satellite System(BDS)into their preset orbits respectively. 展开更多
关键词 beidou satelliteS SPACE
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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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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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14th and 15th BeiDou Satellites Launched into Orbit
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《Aerospace China》 2012年第3期23-23,共1页
The 14th and 15th satellites for BeiDou (COMPASS) Navigation Satellite System were launched from the Xichang Satellite Launch Center (XSLC) by a LM-3B GI carrier rocket. While the 16th BeiDou satellite is in space wit... The 14th and 15th satellites for BeiDou (COMPASS) Navigation Satellite System were launched from the Xichang Satellite Launch Center (XSLC) by a LM-3B GI carrier rocket. While the 16th BeiDou satellite is in space within 2012, a regional network will 展开更多
关键词 and 15th beidou satellites Launched into Orbit
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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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Progress of the satellite laser ranging system TROS1000 被引量:7
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作者 Guo Tangyong Wang Peiyuan +4 位作者 Li Xin Zhu Wei Zou Tong Li Shipeng Luo Qingshan 《Geodesy and Geodynamics》 2015年第1期67-72,共6页
The mobile satellite laser ranging system TROS1000, successfully developed in 2010, achieves a high repetition rate and enables daytime laser ranging. Its measurement range has reached up to 36000 km with an accuracy ... The mobile satellite laser ranging system TROS1000, successfully developed in 2010, achieves a high repetition rate and enables daytime laser ranging. Its measurement range has reached up to 36000 km with an accuracy as precise as 1 cm. Using recent observations in Wuhan, Jiufeng, Xianning, and Rongcheng, Shandong, we introduce the progress made using this mobile observation system. 展开更多
关键词 satellite laser ranging k Hz ranging Mobile SLR Event timer Crustal deformation Observation technology beidou second-generation
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New Regional Satellite Positioning Constellation Scheme Discussion 被引量:1
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作者 初海彬 张乃通 顾学迈 《Journal of Beijing Institute of Technology》 EI CAS 2005年第4期471-476,共6页
The characteristics of present “Beidou” satellite positioning system are analyzed. In order to perfect our country regional satellite positioning system, the idea of “Beidou” geosychronous earth orbit (GEO) sate... The characteristics of present “Beidou” satellite positioning system are analyzed. In order to perfect our country regional satellite positioning system, the idea of “Beidou” geosychronous earth orbit (GEO) satellites combined with some middle earth orbit (MEO) satellites constellation is put forward. The details of general satellite constellation optimized method are described, using this method the multiple positioning constellation design results are gained. And those results belong to two type of sehems, one is 2 GEO plus some MEO satellites and the other is 3 GEO plus some MEO satellites. Through simulation and comparison, among those multiple design results, final optimized regional positioning constellation is given. In order to check the chosen constellation cover performance, the position dilution of preeision(PDOP) is calculated, and with ,satellite constellation simulation software Satlab many coverage performances of the chosen constellation substellar point track, elevation, azimuth and visible satellites number changing situation are also simulated. 展开更多
关键词 satellite navigation beidou system position dilution of precision (PDOP) regional coverage
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Initial orbit determination of BDS-3 satellites based on new code signals 被引量:2
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作者 Fei Ye Yunbin Yuan Jikun Ou 《Geodesy and Geodynamics》 2018年第4期342-346,共5页
For the two newly launched satellites(PRN number 27 and 28) of the future global BeiDou navigation satellite system(BDS-3), there is no available broadcast ephemeris data and other initial orbit information, but the i... For the two newly launched satellites(PRN number 27 and 28) of the future global BeiDou navigation satellite system(BDS-3), there is no available broadcast ephemeris data and other initial orbit information, but the initial orbit is the fundamental of the comprehensive analysis of the satellites and their signals. Precise orbit determination(POD) also requires determination of a priori initial value with a certain precision in order to avoid problems such as filter divergence during POD. Compared with the Newton iteration method, which relies on the initial value, this study utilizes the Bancroft algorithm to directly solve the nonlinear equations with the advantage of numerical stability. The initial orbits of these two satellites are calculated based on new code signals, and their results are analyzed and discussed. The experimental results show that, with the exception of very few epochs, when the new code signal is utilized, the median and robust variance factor of the observed residuals computed using pseudo-range observations and the solved initial orbits are less than 4 and 2 m, respectively. It also shows that this solution can be used for rapid initial orbit recovery after maneuvers of the new BeiDou satellites. 展开更多
关键词 New-generation beidou satellites New code signals Initial orbit determination Bancroft
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A Dual-Satellite GNSS Positioning Algorithm of High Accuracy in Incomplete Condition 被引量:2
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作者 Bing Hou Xiaolin Zhang 《China Communications》 SCIE CSCD 2016年第10期58-68,共11页
Global navigation satellite system could provide accurate positioning results in signal complete condition. However, the performance is severe when signal denied, especially for the single-mode Bei Dou receiver. This ... Global navigation satellite system could provide accurate positioning results in signal complete condition. However, the performance is severe when signal denied, especially for the single-mode Bei Dou receiver. This paper proposes a dual-satellite positioning algorithm to promote the positioning performance in the satellite signal gap. The new algorithm utilizes the previous positioning data stored in complete condition to simplify the positioning equations. As the clock bias persists for a short period, this proposed method could work out accurate positioning results by only two visible satellites, without the need of computing the clock bias. Also, the Kalman filtering algorithm is used to smooth the trajectories, and improve the positioning results. During the incomplete period, only two satellites for 30 seconds and three satellites for 60 seconds, the preliminary experiment result shows that, the presented method could provide almost the same positioning results as in complete condition. 展开更多
关键词 Bei Dou navigation satellite system incomplete condition dual-satellite positioning algorithm kalman filtering
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Review of satellite disciplined clock system
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作者 单庆晓 杨俊 《Journal of Measurement Science and Instrumentation》 CAS 2012年第1期51-56,共6页
Satellite disciplined clock system(SDCS)composed of satellite timing receiver and local frequency synthesis is widely applied for its high accuracy and low cost.This paper provides a review of SDCS.Key technologies su... Satellite disciplined clock system(SDCS)composed of satellite timing receiver and local frequency synthesis is widely applied for its high accuracy and low cost.This paper provides a review of SDCS.Key technologies such as phase difference measurement,pulse noise process and frequency calibration are surveyed in detail.Disciplined clock model based on PI controller is built and disciplined process is analyzed.The methods of realizing the disciplined clock circuit are classified and summarized.A prototype based on FPGA is proposed.At last development trend of SDCS is discussed. 展开更多
关键词 GPS(global positioning system) beidou system satellite disciplined clock TIMING frequency calibration
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低轨遥感卫星全时在线测控技术综述
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作者 张永强 阎梅芝 +3 位作者 白鹤峰 王志强 李杰 谢斌 《遥测遥控》 2024年第4期12-21,共10页
本文分析了低轨遥感卫星实现全时在线的4个随时需求,概述基于中继、北斗以及移动通信卫星系统等开展低轨遥感卫星天基测控的现状,提出了对应的天基测控方案,对比分析了各种途径的特点,提出构建天地基综合测控服务体系、发展多手段一体... 本文分析了低轨遥感卫星实现全时在线的4个随时需求,概述基于中继、北斗以及移动通信卫星系统等开展低轨遥感卫星天基测控的现状,提出了对应的天基测控方案,对比分析了各种途径的特点,提出构建天地基综合测控服务体系、发展多手段一体化综合测控终端、优化遥感卫星分级分类测控运管策略等设想,为实现低轨遥感卫星全时在线、随时指控应用探索了一种发展路径。 展开更多
关键词 低轨遥感卫星 全时在线 中继卫星 北斗卫星短报文 天通卫星
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广播星历旋转误差对低轨星载BDS-3/GPS实时精密定轨影响分析
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作者 李敏 王煜斌 +3 位作者 李文文 蒋科材 陈国 赵齐乐 《导航定位与授时》 CSCD 2024年第1期43-52,共10页
基于LT-01A卫星星载BDS-3/GPS观测值进行了星载实时精密定轨研究,并重点分析了广播星历旋转误差对实时定轨精度的影响。通过赫尔默特转换评估了所选时段内GPS和BDS-3广播星历轨道旋转误差,显示BDS-3广播星历旋转误差可达-8.7 mas,平均... 基于LT-01A卫星星载BDS-3/GPS观测值进行了星载实时精密定轨研究,并重点分析了广播星历旋转误差对实时定轨精度的影响。通过赫尔默特转换评估了所选时段内GPS和BDS-3广播星历轨道旋转误差,显示BDS-3广播星历旋转误差可达-8.7 mas,平均量级较GPS大约2.5倍。BDS-3广播星历经旋转改正后,轨道切向、法向均方根(RMS)误差从25 cm左右提升至10 cm量级,提升幅度超过50%。因此,基于星载BDS-3以及BDS-3/GPS联合的实时定轨精度受BDS-3星历旋转误差影响严重,且主要作用于切向和法向。经过旋转改正后,单独BDS-3实时定轨在切向、法向、径向RMS分别为21.0 cm、10.7 cm及11.2 cm,其切向和法向精度比改正前分别提升15.0%和31.8%;BDS-3与GPS联合定轨进一步提升切向精度至19.4 cm。得益于BDS-3广播星历较高的精度,单BDS-3以及BDS-3/GPS联合的实时定轨在旋转改正前的三维RMS分别为31.9 cm和29.2 cm,较单GPS实时定轨分别提升9.1%和16.8%;添加旋转改正后,其定轨精度分别提升至26.7 cm和25.0 cm,较单GPS实时定轨分别提升22.6%和27.5%。 展开更多
关键词 低轨卫星 北斗三号 广播星历 实时精密定轨 旋转误差
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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》 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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