Lecture Notes in Electrical Engineering978-981-13-7751...Lecture Notes in Electrical Engineering...

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Lecture Notes in Electrical Engineering Volume 562 Series Editors Leopoldo Angrisani, Department of Electrical and Information Technologies Engineering, University of Napoli Federico II, Napoli, Italy Marco Arteaga, Departament de Control y Robótica, Universidad Nacional Autónoma de México, Coyoacán, Mexico Bijaya Ketan Panigrahi, Electrical Engineering, Indian Institute of Technology Delhi, New Delhi, Delhi, India Samarjit Chakraborty, Fakultätfür Elektrotechnik und Informationstechnik, TU München, München, Germany Jiming Chen, Zhejiang University, Hangzhou, Zhejiang, China Shanben Chen, Materials Science & Engineering, Shanghai Jiao Tong University, Shanghai, China Tan Kay Chen, Department of Electrical and Computer Engineering, National University of Singapore, Singapore, Singapore Rüdiger Dillmann, Humanoids and Intelligent Systems Lab, Karlsruhe Institute for Technology, Karlsruhe, Baden-Württemberg, Germany Haibin Duan, Beijing University of Aeronautics and Astronautics, Beijing, China Gianluigi Ferrari, Università di Parma, Parma, Italy Manuel Ferre, Centre for Automation and Robotics CAR (UPM-CSIC), Universidad Politécnica de Madrid, Madrid, Madrid, Spain Sandra Hirche, Department of Electrical Engineering and Information Science, Technische Universität München, München, Germany Faryar Jabbari, Department of Mechanical and Aerospace Engineering, University of California, Irvine, CA, USA Limin Jia, State Key Laboratory of Rail Traffic Control and Safety, Beijing Jiaotong University, Beijing, China Janusz Kacprzyk, Systems Research Institute, Polish Academy of Sciences, Warsaw, Poland Alaa Khamis, German University in Egypt El Tagamoa El Khames, New Cairo City, Egypt Torsten Kroeger, Stanford University, Stanford, CA, USA Qilian Liang, Department of Electrical Engineering, University of Texas at Arlington, Arlington, TX, USA Ferran Martin, Departament dEnginyeria Electrònica, Universitat Autònoma de Barcelona, Bellaterra, Barcelona, Spain Tan Cher Ming, College of Engineering, Nanyang Technological University, Singapore, Singapore Wolfgang Minker, Institute of Information Technology, University of Ulm, Ulm, Germany Pradeep Misra, Department of Electrical Engineering, Wright State University, Dayton, OH, USA Sebastian Möller, Quality and Usability Lab, TU Berlin, Berlin, Germany Subhas Mukhopadhyay, School of Engineering & Advanced Technology, Massey University, Palmerston North, Manawatu-Wanganui, New Zealand Cun-Zheng Ning, Electrical Engineering, Arizona State University, Tempe, AZ, USA Toyoaki Nishida, Graduate School of Informatics, Kyoto University, Kyoto, Kyoto, Japan Federica Pascucci, Dipartimento di Ingegneria, Università degli Studi Roma Tre, Rome, Italy Yong Qin, State Key Laboratory of Rail Traffic Control and Safety, Beijing Jiaotong University, Beijing, China Gan Woon Seng, School of Electrical & Electronic Engineering, Nanyang Technological University, Singapore, Singapore Joachim Speidel, Institute of Telecommunications, Universität Stuttgart, Stuttgart, Baden-Württemberg, Germany Germano Veiga, Campus da FEUP, INESC Porto, Porto, Portugal Haitao Wu, Academy of Opto-electronics, Chinese Academy of Sciences, Beijing, China Junjie James Zhang, Charlotte, NC, USA

Transcript of Lecture Notes in Electrical Engineering978-981-13-7751...Lecture Notes in Electrical Engineering...

Page 1: Lecture Notes in Electrical Engineering978-981-13-7751...Lecture Notes in Electrical Engineering Volume 562 Series Editors Leopoldo Angrisani, Department of Electrical and Information

Lecture Notes in Electrical Engineering

Volume 562

Series Editors

Leopoldo Angrisani, Department of Electrical and Information Technologies Engineering, University of NapoliFederico II, Napoli, ItalyMarco Arteaga, Departament de Control y Robótica, Universidad Nacional Autónoma de México, Coyoacán,MexicoBijaya Ketan Panigrahi, Electrical Engineering, Indian Institute of Technology Delhi, New Delhi, Delhi, IndiaSamarjit Chakraborty, Fakultät für Elektrotechnik und Informationstechnik, TU München, München, GermanyJiming Chen, Zhejiang University, Hangzhou, Zhejiang, ChinaShanben Chen, Materials Science & Engineering, Shanghai Jiao Tong University, Shanghai, ChinaTan Kay Chen, Department of Electrical and Computer Engineering, National University of Singapore,Singapore, SingaporeRüdiger Dillmann, Humanoids and Intelligent Systems Lab, Karlsruhe Institute for Technology, Karlsruhe,Baden-Württemberg, GermanyHaibin Duan, Beijing University of Aeronautics and Astronautics, Beijing, ChinaGianluigi Ferrari, Università di Parma, Parma, ItalyManuel Ferre, Centre for Automation and Robotics CAR (UPM-CSIC), Universidad Politécnica de Madrid,Madrid, Madrid, SpainSandra Hirche, Department of Electrical Engineering and Information Science, Technische UniversitätMünchen, München, GermanyFaryar Jabbari, Department of Mechanical and Aerospace Engineering, University of California, Irvine, CA,USALimin Jia, State Key Laboratory of Rail Traffic Control and Safety, Beijing Jiaotong University, Beijing, ChinaJanusz Kacprzyk, Systems Research Institute, Polish Academy of Sciences, Warsaw, PolandAlaa Khamis, German University in Egypt El Tagamoa El Khames, New Cairo City, EgyptTorsten Kroeger, Stanford University, Stanford, CA, USAQilian Liang, Department of Electrical Engineering, University of Texas at Arlington, Arlington, TX, USAFerran Martin, Departament d’Enginyeria Electrònica, Universitat Autònoma de Barcelona, Bellaterra,Barcelona, SpainTan Cher Ming, College of Engineering, Nanyang Technological University, Singapore, SingaporeWolfgang Minker, Institute of Information Technology, University of Ulm, Ulm, GermanyPradeep Misra, Department of Electrical Engineering, Wright State University, Dayton, OH, USASebastian Möller, Quality and Usability Lab, TU Berlin, Berlin, GermanySubhas Mukhopadhyay, School of Engineering & Advanced Technology, Massey University,Palmerston North, Manawatu-Wanganui, New ZealandCun-Zheng Ning, Electrical Engineering, Arizona State University, Tempe, AZ, USAToyoaki Nishida, Graduate School of Informatics, Kyoto University, Kyoto, Kyoto, JapanFederica Pascucci, Dipartimento di Ingegneria, Università degli Studi “Roma Tre”, Rome, ItalyYong Qin, State Key Laboratory of Rail Traffic Control and Safety, Beijing Jiaotong University, Beijing, ChinaGan Woon Seng, School of Electrical & Electronic Engineering, Nanyang Technological University,Singapore, SingaporeJoachim Speidel, Institute of Telecommunications, Universität Stuttgart, Stuttgart, Baden-Württemberg,GermanyGermano Veiga, Campus da FEUP, INESC Porto, Porto, PortugalHaitao Wu, Academy of Opto-electronics, Chinese Academy of Sciences, Beijing, ChinaJunjie James Zhang, Charlotte, NC, USA

Page 2: Lecture Notes in Electrical Engineering978-981-13-7751...Lecture Notes in Electrical Engineering Volume 562 Series Editors Leopoldo Angrisani, Department of Electrical and Information

The book series Lecture Notes in Electrical Engineering (LNEE) publishes the latest developmentsin Electrical Engineering - quickly, informally and in high quality. While original researchreported in proceedings and monographs has traditionally formed the core of LNEE, we alsoencourage authors to submit books devoted to supporting student education and professionaltraining in the various fields and applications areas of electrical engineering. The series coverclassical and emerging topics concerning:

• Communication Engineering, Information Theory and Networks• Electronics Engineering and Microelectronics• Signal, Image and Speech Processing• Wireless and Mobile Communication• Circuits and Systems• Energy Systems, Power Electronics and Electrical Machines• Electro-optical Engineering• Instrumentation Engineering• Avionics Engineering• Control Systems• Internet-of-Things and Cybersecurity• Biomedical Devices, MEMS and NEMS

For general information about this book series, comments or suggestions, please contact [email protected].

To submit a proposal or request further information, please contact the Publishing Editor inyour country:

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Jasmine Dou, Associate Editor ([email protected])

India

Swati Meherishi, Executive Editor ([email protected])Aninda Bose, Senior Editor ([email protected])

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Takeyuki Yonezawa, Editorial Director ([email protected])

South Korea

Smith (Ahram) Chae, Editor ([email protected])

Southeast AsiaRamesh Nath Premnath, Editor ([email protected])

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** Indexing: The books of this series are submitted to ISI Proceedings, EI-Compendex,SCOPUS, MetaPress, Web of Science and Springerlink **

More information about this series at http://www.springer.com/series/7818

Page 3: Lecture Notes in Electrical Engineering978-981-13-7751...Lecture Notes in Electrical Engineering Volume 562 Series Editors Leopoldo Angrisani, Department of Electrical and Information

Jiadong Sun • Changfeng Yang •

Yuanxi YangEditors

China Satellite NavigationConference (CSNC) 2019ProceedingsVolume I

123

Page 4: Lecture Notes in Electrical Engineering978-981-13-7751...Lecture Notes in Electrical Engineering Volume 562 Series Editors Leopoldo Angrisani, Department of Electrical and Information

EditorsJiadong SunChina Aerospace Science and TechnologyCorporationChinese Academy of SciencesBeijing, China

Changfeng YangChina Satellite Navigation EngineeringCenterBeijing, China

Yuanxi YangState Key Laboratory of Geo-informationEngineeringXi’an Research Institute of Surveyingand MappingXi’an, Shaanxi, China

ISSN 1876-1100 ISSN 1876-1119 (electronic)Lecture Notes in Electrical EngineeringISBN 978-981-13-7750-1 ISBN 978-981-13-7751-8 (eBook)https://doi.org/10.1007/978-981-13-7751-8

© Springer Nature Singapore Pte Ltd. 2019This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or partof the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations,recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmissionor information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilarmethodology now known or hereafter developed.The use of general descriptive names, registered names, trademarks, service marks, etc. in thispublication does not imply, even in the absence of a specific statement, that such names are exempt fromthe relevant protective laws and regulations and therefore free for general use.The publisher, the authors and the editors are safe to assume that the advice and information in thisbook are believed to be true and accurate at the date of publication. Neither the publisher nor theauthors or the editors give a warranty, expressed or implied, with respect to the material containedherein or for any errors or omissions that may have been made. The publisher remains neutral with regardto jurisdictional claims in published maps and institutional affiliations.

This Springer imprint is published by the registered company Springer Nature Singapore Pte Ltd.The registered company address is: 152 Beach Road, #21-01/04 Gateway East, Singapore 189721,Singapore

Page 5: Lecture Notes in Electrical Engineering978-981-13-7751...Lecture Notes in Electrical Engineering Volume 562 Series Editors Leopoldo Angrisani, Department of Electrical and Information

Preface

BeiDou Navigation Satellite System (BDS) is China’s global navigation satellitesystem which has been developed independently. BDS is similar in principle toglobal positioning system (GPS) and compatible with other global navigationsatellite systems (GNSS) worldwide. BDS will provide highly reliable and precisepositioning, navigation and timing (PNT) services as well as short-message com-munication for all users under all-weather, all-time and worldwide conditions.

China Satellite Navigation Conference (CSNC) is an open platform for academicexchanges in the field of satellite navigation. It aims to encourage technologicalinnovation, accelerate GNSS engineering and boost the development of the satellitenavigation industry in China and in the world.

The 10th China Satellite Navigation Conference (CSNC2019) is held duringMay 22–25, 2019, Beijing, China. The theme of CSNC2019 is “Navigation, 10Years and Beyond”, including technical seminars, academic exchanges, forums,exhibitions and lectures. The main topics are as follows:

Conference TopicsS01 Satellite Navigation ApplicationsS02 Navigation and Location-based ServiceS03 Satellite Navigation Signal and Signal ProcessingS04 Satellite Orbit and System Error ProcessingS05 Spatial Frames and Precise PositioningS06 Time Primary Standard and Precision Time ServiceS07 Satellite Navigation Augmentation TechnologyS08 Test and Assessment TechnologyS09 User Terminal TechnologyS10 PNT System and Multi-source Fusion NavigationS11 Anti-interference and Anti-spoofing TechnologyS12 Policies, Regulations, Standards and Intellectual Properties

v

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The proceedings (Lecture Notes in Electrical Engineering) has 114 papers in 12topics of the conference, which were selected through a strict peer review processfrom 371 papers presented at CSNC2019. In addition, another 156 papers wereselected as the electronic proceedings of CSNC2018, which are also indexed by“China Proceedings of Conferences Full-text Database (CPCD)” of CNKI andWan Fang Data.

We thank the contribution of each author and extend our gratitude to 251referees and 53 session chairmen who are listed as members of editorial board. Theassistance of CNSC2019’s organizing committees and the Springer editorial officeis highly appreciated.

vi Preface

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Editorial Board

Topic: S01: Satellite Navigation Applications

Chairman

Qin Zhang Chang’an University, Shaanxi, China

Vice-chairmen

Shuanggen Jin Shanghai Astronomical Observatory, ChineseAcademy of Sciences, Shanghai, China

Geyang Li Qianxun Spatial Intelligence Inc., Beijing, ChinaDangwei Wang Beijing UniStrong Science & Technology

Co., Ltd., Shaanxi, ChinaXiaolin Meng University of Nottingham, Nottingham, England

Topic: S02: Navigation and Location-Based Service

Chairman

Yamin Dang Chinese Academy of Surveying and Mapping,Beijing, China

Vice-chairmen

Baoguo Yu The 54th Research Institute of China ElectronicsTechnology Group Corporation, Hebei, China

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Qun Ding The 20th Research Institute of China ElectronicsTechnology Group Corporation, Shaanxi,China

Kefei Zhang RMIT University, Melbourne, Australia

Topic: S03: Satellite Navigation Signal and SignalProcessing

Chairman

Xiaochun Lu National Time Service Center, Chinese Academyof Sciences, Shaanxi, China

Vice-chairmen

Yanhong Kou Beihang University, Beijing, ChinaZheng Yao Tsinghua University, Beijing, ChinaTianxing Chu Texas A&M University-Corpus Christi,

Corpus Christi, Texas, USA

Topic: S04: Satellite Orbit and System Error Processing

Chairman

Xiaogong Hu Shanghai Astronomical Observatory, ChineseAcademy of Sciences, Shanghai, China

Vice-chairmen

Geshi Tang Beijing Aerospace Control Center, Beijing, ChinaRongzhi Zhang Xi’an Satellite Control Center, Shaanxi, ChinaMaorong Ge Geo Forschungs Zentrum (GFZ), Potsdam,

Germany

viii Editorial Board

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Topic: S05: Spatial Frames and Precise Positioning

Chairman

Qile Zhao Wuhan University, Hubei, China

Vice-chairmen

Jianwen Li The PLA Information Engineering University,Henan, China

Shuli Song Shanghai Astronomical Observatory, ChineseAcademy of Sciences, Shanghai, China

Yanming Feng Queensland University of Technology, Brisbane,Australia

Topic: S06: Time Primary Standard and Precision TimeService

Chairman

Lianshan Gao The 203th Research Institute of China AerospaceScience and Industry Corporation, Beijing,China

Vice-chairmen

Chunhao Han Beijing Satellite Navigation Center, Beijing,China

Xiaohui Li National Time Service Center, Chinese Academyof Sciences, Shaanxi, China

Aimin Zhang National Institute of Metrology, Beijing, ChinaZhiheng Jiang International Bureau of Weights and Measures

(BIPM), Paris, France

Topic: S07: Satellite Navigation Augmentation Technology

Chairman

Rui Li Beihang University, Beijing, China

Editorial Board ix

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Vice-chairmen

Jinping Chen Beijing Satellite Navigation Center, Beijing,China

Shaojun Feng Imperial College London Qianxun PositioningNetwork, Co., Ltd., Shanghai, China

Dun Wang Space Star Aerospace Technology ApplicationsCo., Ltd., Heilongjiang, China

Liwen Dai John Deere, Torrance CA, USA

Topic: S08: Test and Assessment Technology

Chairman

Xiaolin Jia Xi’an Research Institute of Surveyingand Mapping, Shaanxi, China

Vice-chairmen

Jianping Cao Air Force Equipment Institute, Beijing, ChinaJun Yang National University of Defense Technology,

Hunan, ChinaDexiang Ming Changsha Technology Research Institute

of BeiDou Industry Safety, Hunan, ChinaYang Gao University of Calgary, Alberta, Canada

Topic: S09: User Terminal Technology

Chairman

Mingquan Lu Tsinghua University, Beijing, China

Vice-chairmen

Wenjun Zhao Beijing Satellite Navigation Center, Beijing,China

Baowang Lian Northwestern Polytechnic University, Shaanxi,China

Ying Xu Academy of Opto-Electronics, Chinese Academyof Sciences, Beijing, China

Sang Jeong Lee Chungnam National University, Daejeon,South Korea

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Topic: S10: PNT System and Multi-source FusionNavigation

Chairman

Zhongliang Deng Beijing University of Postsand Telecommunications, Beijing, China

Vice-chairmen

Hong Yuan Academy of Opto-Electronics, Chinese Academyof Sciences, Beijing, China

Yongbin Zhou National University of Defense Technology,Hunan, China

Jinling Wang University of New South Wales, Australia

Topic: S11: Anti-interference and Anti-spoofing Technology

Chairman

Hong Li Tsinghua University, Beijing, China

Vice-chairmen

Wei Wang The 20th Research Institute of China ElectronicsTechnology Group Corporation Shaanxi,China

Feixue Wang National University of Defense Technology,Hunan, China

Xuebin Zhuang The First Research and Development Centerof China Aerospace Science and TechnologyCorporation Ltd., Beijing, China

Topic: S12: Policies, Regulations, Standardsand Intellectual Properties

Chairman

Junlin Yang Beihang University, Beijing, China

Editorial Board xi

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Vice-chairmen

Daiping Zhang China Defense Science and TechnologyInformation Center, Beijing, China

Yonggang Wei China Academy of Aerospace Standardizationand Product Assurance, Beijing, China

Huiying Li Electronic Intellectual Property Center, Ministryof Industry and Information Technology,PRC, Beijing, China

Scientific Committee

Chairman

Jiadong Sun China Aerospace Science and TechnologyCorporation, Beijing, China

Vice-chairmen

Rongjun Shen China Satellite Navigation System Committee,Beijing, China

Jisheng Li China Satellite Navigation System Committee,Beijing, China

Qisheng Sui China Satellite Navigation System Committee,Beijing, China

Changfeng Yang China Satellite Navigation System Committee,Beijing, China

Zuhong Li China Academy of Space Technology, Beijing,China

Shusen Tan Beijing Satellite Navigation Center, Beijing,China

Executive Chairmen

Jingnan Liu Wuhan University, Hubei, ChinaYuanxi Yang China National Administration of GNSS

and Applications, Beijing, China

xii Editorial Board

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Shiwei Fan China Satellite Navigation Engineering Center,Beijing, China

Jun Xie China Academy of Space Technology, Beijing,China

Lanbo Cai China Satellite Navigation Office, Beijing, China

Committee Members

Xiancheng Ding China Electronics Technology GroupCorporation, Beijing, China

Qingjun Bu China National Administration of GNSSand Applications, Beijing, China

Quan Yu Peng Cheng Laboratory, Shenzhen, ChinaWeixing Wan Institute of Geology and Geophysics, Chinese

Academy of Sciences, Beijing, ChinaWei Wang China Aerospace Science and Technology

Corporation, Beijing, ChinaLiheng Wang China Aerospace Science and Technology

Corporation, Beijing, ChinaYuzhu Wang Shanghai Institute of Optics and Fine Mechanics,

Chinese Academy of Sciences, Shanghai,China

Xiaoyun Wang China Mobile Communications Group Co., Ltd.,Beijing, China

Lihong Wang Legislative Affairs Bureau of the CentralMilitary, Beijing, China

Guoxiang Ai National Astronomical Observatories, ChineseAcademy of Sciences, Beijing, China

Lehao Long China Aerospace Science and TechnologyCorporation, Beijing, China

Shuhua Ye Shanghai Astronomical Observatory, ChineseAcademy of Sciences, Shanghai, China

Chengqi Ran China Satellite Navigation Office, Beijing, ChinaWeimin Bao China Aerospace Science and Technology

Corporation, Beijing, ChinaDaren Lv The Institute of Atmospheric Physics, Chinese

Academy of Sciences, Beijing, ChinaYongcai Liu China Aerospace Science and Industry

Corporation, Beijing, ChinaZhaowen Zhuang National University of Defense Technology,

Hunan, ChinaQifeng Xu PLA Information Engineering University, Henan,

China

Editorial Board xiii

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Houze Xu Institute of Geodesy and Geophysics, ChineseAcademy of Sciences, Hubei, China

Tianchu Li National Institute of Metrology, Beijing, ChinaJiancheng Li Wuhan University, Hubei, ChinaMinlin Li China Society for World Trade Organization

Studies, Beijing, ChinaYirong Wu The Aerospace Information Research Institute,

Chinese Academy of Sciences, Beijing, ChinaWeiqi Wu Xichang Satellite Launch Center, Sichuan, ChinaHaitao Wu Satellite Navigation Headquarters, Chinese

Academy of Sciences, Beijing, ChinaManqing Wu China Electronics Technology Group

Corporation, Beijing, ChinaGuirong Min China Academy of Space Technology, Beijing,

ChinaJun Zhang Beijing Institute of Technology, Beijing, ChinaXixiang Zhang The 29th Research Institute of China Electronics

Technology Group Corporation, Sichuang,China

Lvqian Zhang China Aerospace Science and TechnologyCorporation, Beijing, China

Junyong Chen National Administration of Surveying, Mappingand Geoinformation, Beijing, China

Benyao Fan China Academy of Space Technology, Beijing,China

Dongjin Luo Chinese People’s Liberation Army, Beijing,China

Zhixin Zhou Space Engineering University, Beijing, ChinaJiancheng Fang Beihang University, Beijing, ChinaHuilin Jiang Changchun University of Science

and Technology, Jilin, ChinaGuohong Xia China Aerospace Science and Industry

Corporation, Beijing, ChinaShuren Guo China Satellite Navigation Engineering Center,

Beijing, ChinaPeikang Huang China Aerospace Science and Industry

Corporation, Beijing, ChinaHuikang Huang Ministry of Foreign Affairs of the People’s

Republic of China, Beijing, ChinaChong Cao China Research Institute of Radiowave

Propagation (CETC 22), Beijing, ChinaFaren Qi China Academy of Space Technology, Beijing,

ChinaRongsheng Su Chinese People’s Liberation Army, Beijing,

China

xiv Editorial Board

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Yi Zeng China Electronics Corporation, Beijing, ChinaZiqing Wei Xi’an Research Institute of Surveying

and Mapping, Shaanxi, China

Executive Members

Zhongliang Deng Beijing University of Postsand Telecommunications, Beijing, China

Xiaochun Lu National Time Service Center, Chinese Academyof Sciences, Shaanxi, China

Junlin Yang Beihang University, Beijing, ChinaHong Li Tsinghua University, Beijing, ChinaRui Li Beihang University, Beijing, ChinaJun Shen Beijing UniStrong Science & Technology

Co., Ltd., Beijing, ChinaQin Zhang Chang’an University, Shaanxi, ChinaMingquan Lu Tsinghua University, Beijing, ChinaXiaogong Hu Shanghai Astronomical Observatory, Chinese

Academy of Sciences, Shanghai, ChinaQile Zhao Wuhan University, Hubei, ChinaXiaolin Jia Xi’an Research Institute of Surveying

and Mapping, Shaanxi, ChinaYamin Dang Chinese Academy of Surveying and Mapping,

Beijing, ChinaLianshan Gao The 203th Research Institute of China Aerospace

Science and Industry Corporation, Beijing,China

Organizing Committee

Directors

Chengqi Ran China Satellite Navigation Office, Beijing, ChinaGang Wang Beijing Municipal Bureau of Economy

and Information Technology, Beijing, ChinaJunmin Sun Beijing Shunyi District People’s Government,

Beijing, China

Editorial Board xv

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Deputy Directors

Jiaqing Ma China Satellite Navigation Office, Beijing, ChinaGuangzhi Jiang Beijing Municipal Bureau of Economy

and Information Technology, Beijing, ChinaXianwei Zhi Beijing Shunyi District People’s Government,

Beijing, China

Secretary-General

Haitao Wu Satellite Navigation Headquarters, ChineseAcademy of Sciences, Beijing, China

Deputy Secretary-General

Weina Hao Satellite Navigation Headquarters, ChineseAcademy of Sciences, Beijing, China

Wenhai Jiao China Satellite Navigation Engineering Center,Beijing, China

Jing You Beijing Municipal Bureau of Economyand Information Technology, Beijing, China

Xiongjing Lan Beijing Shunyi District Economicand Information Commission, Beijing, China

Committee Members

Qun Ding The 20th Research Institute of China ElectronicsTechnology Group Corporation, Shaanxi,China

Qiang Ma Beijing Airport Economic Core AreaManagement Committee, Beijing, China

Ze Wang Beijing Shunxin Holding Group Co., Ltd.,Beijing, China

Chunsheng Wang Haidian Investment Promotion Bureau, Beijing,China

Li Wang International Cooperation Research Center, ChinaSatellite Navigation Office, Beijing, China

Bo Wang Academic Exchange Center, China SatelliteNavigation Office, Beijing, China

xvi Editorial Board

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Jun Lu China Satellite Navigation Engineering Center,Beijing, China

Ying Liu China Satellite Navigation Engineering Center,Beijing, China

Wanming Yang Administrative Committee of Nanjing New& High Technology Industry DevelopmentZone, Jiangsu, China

Fenghui Yang Shunyi Investment Promotion Bureau, Beijing,China

Manli Xiao Beijing Municipal Bureau of Economyand Information Technology, Beijing, China

Jun Shen Beijing UniStrong Science & TechnologyCo., Ltd., Beijing, China

Ye Zhang Satellite Navigation Headquarters, ChineseAcademy of Sciences, Beijing, China

Haidong Zhang Publicity Department of Beijing Shunyi DistrictCommittee of CPC, Beijing, China

Mingquan Lu Tsinghua University, Beijing, ChinaXiuwan Chen Peking University, Beijing, ChinaLu Chen Beijing Institute of Space Science and

Technology Information, Beijing, ChinaHanming Chen Zhongan Yongheng (Beijing) Engineering

Technology Co., Ltd., Beijing, ChinaZongyou Shao Zhongke Xingtu Co., Ltd., Beijing, ChinaDongning Lin Beijing Shunyi District Economic and

Information Commission, Beijing, ChinaRong Zheng National Geographic Information Technology

Industrial Park Group Co., Ltd., Beijing,China

Wenjun Zhao Beijing Satellite Navigation Center, Beijing,China

Qile Zhao Wuhan University, Hubei, ChinaHongfeng Zhao Beijing Shunyi Science and Technology

Innovation Group Co., Ltd., Beijing, ChinaXiaobing Hu Beijing Shunyi District Economic

and Information Commission, Beijing, ChinaGang Hu Beijing Unicore Communications, Inc., Beijing,

ChinaHeyi Xu Beijing Automobile Group Co., Ltd., Beijing,

ChinaMin Shui The National Remote Sensing Center of China,

Beijing, China

Editorial Board xvii

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Contents

Satellite Navigation Application

The Single Point Positioning and Program Application of BDS/GPS/GLONASS Based on HELMERT Variance Component Estimation . . . . 3Junpeng Shi and Kezhao Li

Ground-Based GPS for Soil Moisture Monitoring . . . . . . . . . . . . . . . . . 14Guisheng Zhao, Shuangcheng Zhang, Qin Zhang, Jingjiang Zhang,Lifu Wang, and Tao Wang

BDS-MR for Snow Depth Monitoring in Altai . . . . . . . . . . . . . . . . . . . . 23Shuangcheng Zhang, Chenglong Zhang, Lifu Wang, Tao Che, Hao Li,and Xuerong Chen

Monitoring the Study of Offshore Sea Level Changeswith GPS-MR Technology . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 31Shuangcheng Zhang, Xuerong Chen, Yang Nan, and Qi Liu

Retrieval of Precipitable Water Vapor Using GNSS Data UnderConditions Without Collocated Meteorological Observations . . . . . . . . . 40Zhaozhe Li, Wujiao Dai, Biyan Chen, and Yaxin Wen

A Original Observation Data Compression Method for Space-BasedGNSS Receiver Based on Sparse Representation . . . . . . . . . . . . . . . . . . 52Xiangyu Li, Liheng Zhao, Zhang Cheng, Yong Ding, and Xianyang Liu

Ground-Based GPS Used for Snowfall WeatherMonitoring Research . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 63Yajie Wang, Shuangcheng Zhang, Lifu Wang, and Chenglong Zhang

Pseudo-Range Single Point and Differential Positioning Accuracy TestBased on Android Smartphone . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 72Yongsheng Liu, Chengfa Gao, Bo Chen, and Ruicheng Zhang

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Detecting Slow-Slip Events in GNSS Position Time Series UsingRelative Strength Index . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 82Jiugang Xie, Cuilin Kuang, Hongke Hou, and Xiaotao Bai

Snow Depth Determination Based on GNSS-IR . . . . . . . . . . . . . . . . . . . 98Yifan Zhu and Fei Shen

Multi-GNSS Kinematic Relative Positioning of Multiple Base Stationsand Its Application in Deformation Monitoring . . . . . . . . . . . . . . . . . . . 106Honglin Tang and Tianhe Xu

Fusion of Radiosonde and GPS Data for Water Vapor Tomography . . . 114Na Liu, Pengfei Zhang, Yuping Gao, Pingli Wang, and Chengshi Zhao

Denoising Analysis of Different Data Domains Based on EEMDfor Landslide Monitoring . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 122Zhe Li, Guanwen Huang, Junqiang Han, Zhezhe Lei, and Peng Hu

Applicability Analysis of Klobuchar Model Based on Short-TermPrediction in Different Latitudes . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 134Yunzhen Yang, Lilong Liu, Liangke Huang, Jun Chen, Wei Zhou,and Qingtong Wan

Research on Satellite Selection Algorithm Based on DelaunayTriangulation Projection . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 143Ning Wang, Kezhao Li, and Jinben Wei

Establishment of Regional Tropospheric Delay Model in Australia . . . . 152Yongchao Ma, Peng Chen, Hang Liu, and Qingshan Ruan

Water Level Measurements Using Multi-station and Dual-SystemGNSS-MR – A Case of Shuangwangcheng Reservoir . . . . . . . . . . . . . . . 163Minfeng Song, Ruya Xiao, Xiufeng He, and Jie Wang

Accuracy Analysis of GPT2/GPT2w Models for SLR-BasedSatellite Orbits Validation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 174Tao Li, Lei Wang, Ruizhi Chen, Beizhen Xu, and Xinxin Zhang

Analysis of the Influence of the Superrefraction Effect on the Earth’sNeutral Atmospheric Parameters Retrieval . . . . . . . . . . . . . . . . . . . . . . 184Xian-Sheng Xu and Zhen-Jie Hong

Research on Estimation Method of Surface Soil Moisture ContentBased on Multi-star Fusion . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 193Huasheng Huang, Yueji Liang, Mingli Yuan, Yifan Qiu, He Huang,and Chao Ren

Analysis of the Effect of Receiver Type on AccurateGPS Data Processing . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 203Shuguang Wu, Guigen Nie, Changhu Xue, Fengyou Peng, and Lei Qiu

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GNSS Snow Depth Monitoring Using SNR Observations . . . . . . . . . . . . 211Fenfen Li, Lilong Liu, Liangke Huang, Wei Zhou, Junyu Li,Yunzhen Yang, and Donggui Huang

Dual-Frequency ISB Estimation and Stability Analysis of BDS/GPS . . . 220Mingkai Zhang, Zhiping Liu, and Jieqing Yu

Impact of Grid Model on Tropospheric Wet Refractivity Tomographyin Multiplicative Algebraic Reconstruction Techniques . . . . . . . . . . . . . 232Xiaoying Wang, Fuyang Ke, Lianchun Song, and Yunchang Cao

Navigation and Location-Based Service

A Self-dependent Camera/Map-Aided Smartphone-Based PNS . . . . . . . 245Chunyang Yu, Yiran Lou, Haiyu Lan, Minghong Zhu,and Naser El-Sheimy

Linearization Error Analysis of Observation Equations in PseudoSatellite Positioning System . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 253Yue Zhao, Shuguo Pan, and Yanheng Wang

The Status and Challenges of High Precision Mapfor Automated Driving . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 266Jun Liu, Jihua Xiao, HongJie Cao, and Jiakai Deng

Validation and Analysis of TPXO over Offshore AreasUsing GPS-IR Technology . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 277Huilin Wu, Shuangcheng Zhang, Huayi Zhang, and Qi Liu

Evaluation and Improvement of BDS Dynamic PositioningPerformance in the Smartphone . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 287Zhenqiang Du, Hongzhou Chai, Zongpeng Pan, and Chunhe Liu

Performance Evaluation of Beidou RDSS Position Service . . . . . . . . . . . 296Dongxia Wang, Rui Guo, Jie Xin, Zhiqiao Chang, Xin Shi,and Tianqiao Zhang

The Effect of DCB Correction on Multi-system CombinationPrecise Point Positioning . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 305Shiming Gu, Yamin Dang, Hu Wang, Jian Wang, Zhengzhao Ren,and Jinxu Zhang

Estimation Method for Position and Posture of Mobile CarrierBased on Multiple Laser Trackers . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 314Haolong Luo, Zhen Yang, Shiyan Wang, and Chenyu Wang

PDR/GNSS Fusion Algorithm Based on Joint Heading Estimation . . . . 326Abdul Rehman, Qiang Liu, Zida Wu, Huiping Zhu, Jiuchao Qian,Yuze Wang, and Peilin Liu

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Error Compensation Algorithm for Dynamic ModelBased on Neural Network . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 340Chengxin Li, Jing Peng, Zengjun Liu, Huaming Chen, and Gang Ou

Accuracy Analysis of BDS/GPS Navigation Position and ServicePerformance Based on Non/Double Differential Mode . . . . . . . . . . . . . . 350Yingying Ren, Jiexian Wang, Hu Wang, Lizhen Lian, and Yangfei Hou

Trajectory Optimization of LiDAR SLAM Basedon Local Pose Graph . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 360Chunxu Chen, Ling Pei, Changqing Xu, Danping Zou, Yuhui Qi,Yifan Zhu, and Tao Li

Analysis of Velocity Estimation Methods Based on BDS PPP . . . . . . . . 371Shunli Duan, Wei Sun, Junbo Shi, and Chenhao Ouyang

Analysis on Performance of BDS/GPS Fusion PseudorangePositioning with ISB and Its Influence on DOP . . . . . . . . . . . . . . . . . . . 380Yifan Jing, Anmin Zeng, Ang Zhao, Yangyin Xu, and Yueyuan Ma

Study on Search and Rescue System Based on BeiDouGlobal Navigation Satellites . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 389Yuan Guojing, Liu Jiang, and Liu Han

Satellite Navigation Signal and Signal Processing

Research on Low-Power Short Burst Signal SynchronizationSegment Design Based on MEO Satellites and the FastAcquisition Algorithm . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 399Tianqiao Zhang, Henglin Chu, Aiyong Zhang, Hui Ren, and Jinglei Guo

Quality Assessment of Galileo E1A Signal . . . . . . . . . . . . . . . . . . . . . . . 410Dejin Yang, Yongnan Rao, Huihui Shi, Xiaochun Lu, Li Kang, Xue Wang,Chengyan He, and Meng Wang

Analysis of Interaction Between Navigation Payload and ConstantEnvelope Design of Navigation Signal . . . . . . . . . . . . . . . . . . . . . . . . . . 421Ying Wang, Tao Yan, Guoyong Wang, Lang Bian, and Yansong Meng

Carrier Phase Measurement Technique Based on Non-cooperativeGNSS Signals . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 432Ying Yuan, Feng Yu, Hua Zong, and Run Wang

INS-Assisted GNSS Loop Tracking Hardware ImplementationAlgorithm Design . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 442Xiaoming Hao, Chunying Li, and Jinshan Liu

Algorithm Research on High-Precision Tracking of Beidou-3B1C Signal . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 452Yao Guo, Xue Wang, Xiaochun Lu, Yongnan Rao, and Chengyan He

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Research and Implementation of Acquisition Algorithm Basedon Multi-correlator Parallel Frequency Search for Long Code . . . . . . . 465Qing Wang, Wenquan Feng, Chen Zhuang, Qi Zhao, and Zebin Sun

Time Primary Standard and Precision Time Service

A New Apparatus with Constant Voltage to Measure the Fluxof Atomic Hydrogen Beam in Hydrogen Maser . . . . . . . . . . . . . . . . . . . 485Xiumei Wang, Tiezhong Zhou, Chengyuan Zhang, Qiong Wu,Mengzhi Wang, Yaxuan Liu, and Lianshan Gao

Analysis of BDS-2+BDS-3 Combination Real-Time Time TransferBased on iGMAS Station . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 496Peipei Dai, Xuhai Yang, Weijin Qin, Ran Wang, and Zhe Zhang

The Engineering Applications of Laser Cooling-Cesium AtomicFountain Frequency-Standard . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 509Fengfeng Shi, Xiaobin Wang, Shiyi Xu, and Xianglei Wang

Analysis on BDS Satellite-Induced Multipath and Its Impacton Time Transfer . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 518Guojun Li, Fengfeng Shi, Yuting Lin, and Zhiping Wang

Analysis of GNSS Multi-constellation Time Transfer Accuracy . . . . . . . 531Guang Liu, Changsheng Cai, and Zhipeng Li

Evaluation of High Precision Time Transferin the Relativity Framework . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 544Keliang He, Yuling He, Ran Cheng, and Guoyong Wang

A Lamp-Pumped Rubidium Atomic Frequency Standardwith a Short-Term Stability at the Level of 2 � 10−13s−1/2 . . . . . . . . . . . 556Shuai Nie, Pengfei Wang, Zijing Qiu, Feng Zhao, Feng Qi, Gang Ming,Fang Wang, Xiumei Niu, Songbai Kang, and Ganghua Mei

A Novel Method Based on Kalman Filter for Phase Noise Rejectionin Two-Way Optic-Fiber Time Transfer System . . . . . . . . . . . . . . . . . . 564Shenhui Xue, Bo Li, Yupu Wang, Xin Zhao, Xinming Huang,and Xiangwei Zhu

Analysis of Sagnac Correction for Time Transfer in Optical Fibers . . . 577Bin Wang and Junping Chen

Dynamic Simulations of Hydrogen Atoms in Magnetic StateSelector of MASER . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 586Dongliang Cong, Shuo Liu, Jing Li, and Lianshan Gao

Author Index . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 595

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