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Lecture Notes in Electrical Engineering 845 Liang Yan Haibin Duan Yimin Deng   Editors Advances in Guidance, Navigation and Control Proceedings of 2022 International Conference on Guidance, Navigation and Control Lecture Notes in Electrical Engineering Volume 845 SeriesEditors LeopoldoAngrisani,DepartmentofElectricalandInformationTechnologiesEngineering,UniversityofNapoli FedericoII,Naples,Italy MarcoArteaga,DepartamentdeControlyRobótica,UniversidadNacionalAutónomadeMéxico,Coyoacán, Mexico BijayaKetanPanigrahi,ElectricalEngineering,IndianInstituteofTechnologyDelhi,NewDelhi,Delhi,India SamarjitChakraborty,FakultätfürElektrotechnikundInformationstechnik,TUMünchen,Munich,Germany JimingChen,ZhejiangUniversity,Hangzhou,Zhejiang,China ShanbenChen,MaterialsScienceandEngineering,ShanghaiJiaoTongUniversity,Shanghai,China TanKayChen,DepartmentofElectricalandComputerEngineering,NationalUniversityofSingapore, Singapore,Singapore RüdigerDillmann,HumanoidsandIntelligentSystemsLaboratory,KarlsruheInstituteforTechnology, Karlsruhe,Germany HaibinDuan,BeijingUniversityofAeronauticsandAstronautics,Beijing,China GianluigiFerrari,UniversitàdiParma,Parma,Italy ManuelFerre,CentreforAutomationandRoboticsCAR(UPM-CSIC),UniversidadPolitécnicadeMadrid, Madrid,Spain SandraHirche,DepartmentofElectricalEngineeringandInformationScience,TechnischeUniversität München,Munich,Germany FaryarJabbari,DepartmentofMechanicalandAerospaceEngineering,UniversityofCalifornia,Irvine,CA, USA LiminJia,StateKeyLaboratoryofRailTrafficControlandSafety,BeijingJiaotongUniversity,Beijing,China JanuszKacprzyk,SystemsResearchInstitute,PolishAcademyofSciences,Warsaw,Poland AlaaKhamis,GermanUniversityinEgyptElTagamoaElKhames,NewCairoCity,Egypt TorstenKroeger,StanfordUniversity,Stanford,CA,USA YongLi,HunanUniversity,Changsha,Hunan,China QilianLiang,DepartmentofElectricalEngineering,UniversityofTexasatArlington,Arlington,TX,USA FerranMartín,Departamentd’EnginyeriaElectrònica,UniversitatAutònomadeBarcelona,Bellaterra, Barcelona,Spain TanCherMing,CollegeofEngineering,NanyangTechnologicalUniversity,Singapore,Singapore WolfgangMinker,InstituteofInformationTechnology,UniversityofUlm,Ulm,Germany PradeepMisra,DepartmentofElectricalEngineering,WrightStateUniversity,Dayton,OH,USA SebastianMöller,QualityandUsabilityLaboratory,TUBerlin,Berlin,Germany SubhasMukhopadhyay,SchoolofEngineering&AdvancedTechnology,MasseyUniversity, PalmerstonNorth,Manawatu-Wanganui,NewZealand Cun-ZhengNing,ElectricalEngineering,ArizonaStateUniversity,Tempe,AZ,USA ToyoakiNishida,GraduateSchoolofInformatics,KyotoUniversity,Kyoto,Japan LucaOneto,DepartmentofInformatics,BioEngineering,Robotics,UniversityofGenova,Genova,Genova,Italy FedericaPascucci,DipartimentodiIngegneria,UniversitàdegliStudi“RomaTre”,Rome,Italy YongQin,StateKeyLaboratoryofRailTrafficControlandSafety,BeijingJiaotongUniversity,Beijing,China GanWoonSeng,SchoolofElectrical&ElectronicEngineering,NanyangTechnologicalUniversity, Singapore,Singapore JoachimSpeidel,InstituteofTelecommunications,UniversitätStuttgart,Stuttgart,Germany GermanoVeiga,CampusdaFEUP,INESCPorto,Porto,Portugal HaitaoWu,AcademyofOpto-electronics,ChineseAcademyofSciences,Beijing,China WalterZamboni,DIEM-UniversitàdeglistudidiSalerno,Fisciano,Salerno,Italy JunjieJamesZhang,Charlotte,NC,USA ThebookseriesLectureNotesinElectricalEngineering(LNEE)publishesthelatestdevelopments in Electrical Engineering—quickly, informally and in high quality. While original research reported in proceedings and monographs has traditionally formed the core of LNEE, we also encourage authors to submit books devoted to supporting student education and professional training in the various fields and applications areas of electrical engineering. The series cover classicalandemergingtopicsconcerning: (cid:129) CommunicationEngineering,InformationTheoryandNetworks (cid:129) ElectronicsEngineeringandMicroelectronics (cid:129) Signal,ImageandSpeechProcessing (cid:129) WirelessandMobileCommunication (cid:129) CircuitsandSystems (cid:129) EnergySystems,PowerElectronicsandElectricalMachines (cid:129) Electro-opticalEngineering (cid:129) InstrumentationEngineering (cid:129) AvionicsEngineering (cid:129) ControlSystems (cid:129) Internet-of-ThingsandCybersecurity (cid:129) BiomedicalDevices,MEMSandNEMS Forgeneralinformationaboutthisbookseries,commentsorsuggestions,pleasecontactleontina. [email protected]. To submit a proposal or request further information, please contact the Publishing Editor in yourcountry: China JasmineDou,Editor([email protected]) India,Japan,RestofAsia SwatiMeherishi,EditorialDirector([email protected]) SoutheastAsia,Australia,NewZealand RameshNathPremnath,Editor([email protected]) USA,Canada MichaelLuby,SeniorEditor([email protected]) AllotherCountries LeontinaDiCecco,SeniorEditor([email protected]) **ThisseriesisindexedbyEICompendexandScopusdatabases.** Moreinformationaboutthisseriesathttps://link.springer.com/bookseries/7818 Liang Yan Haibin Duan (cid:129) (cid:129) Yimin Deng Editors Advances in Guidance, Navigation and Control Proceedings of 2022 International Conference on Guidance, Navigation and Control 123 Editors LiangYan HaibinDuan SchoolofAutomationScienceandElectrical SchoolofAutomationScienceandElectrical Engineering Engineering Beihang University Beihang University Beijing,Beijing, China Beijing,Beijing, China NingboInstitute of Technology Beihang University Ningbo,China Yimin Deng SchoolofAutomationScienceandElectrical Engineering Beihang University Beijing,Beijing, China ISSN 1876-1100 ISSN 1876-1119 (electronic) Lecture Notesin Electrical Engineering ISBN978-981-19-6612-5 ISBN978-981-19-6613-2 (eBook) https://doi.org/10.1007/978-981-19-6613-2 ©TheEditor(s)(ifapplicable)andTheAuthor(s),underexclusivelicense toSpringerNatureSingaporePteLtd.2023 Thisworkissubjecttocopyright.AllrightsaresolelyandexclusivelylicensedbythePublisher,whether thewholeorpartofthematerialisconcerned,specificallytherightsoftranslation,reprinting,reuseof illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmissionorinformationstorageandretrieval,electronicadaptation,computersoftware,orbysimilar ordissimilarmethodologynowknownorhereafterdeveloped. The use of general descriptive names, registered names, trademarks, service marks, etc. in this publicationdoesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfrom therelevantprotectivelawsandregulationsandthereforefreeforgeneraluse. The publisher, the authors, and the editorsare safeto assume that the adviceand informationin this book are believed to be true and accurate at the date of publication. Neither the publisher nor the authors or the editors give a warranty, expressed or implied, with respect to the material contained hereinorforanyerrorsoromissionsthatmayhavebeenmade.Thepublisherremainsneutralwithregard tojurisdictionalclaimsinpublishedmapsandinstitutionalaffiliations. ThisSpringerimprintispublishedbytheregisteredcompanySpringerNatureSingaporePteLtd. The registered company address is: 152 Beach Road, #21-01/04 Gateway East, Singapore 189721, Singapore Preface This book constitutes the proceedings of the 2022 International Conference on Guidance, Navigation and Control (ICGNC 2022) held in Harbin, China, during August 5–7, 2022, following the successes of previous nine events. TheInternationalConferenceonGuidance,NavigationandControl(ICGNC)is one of the leading events in Guidance, Navigation and Control (GNC). ICGNC 2022 is sponsored by Technical Committee on Guidance, Navigation and Control (TCGNC), Chinese Society of Aeronautics and Astronautics (CSAA) and Science and Technology on Aircraft Control Laboratory. It is technically co-sponsored by Technical Committee on Navigation, Guidance and Control (TCNGC), Chinese Association of Automation (CAA), Technical Committee on Unmanned Aerial Systems Autonomous Control (TCUASAC), Chinese Association of Automation (CAA), Technical Committee on Control Theory (TCCT), Chinese Association of Automation (CAA), Technical Committee on Robotics Intelligence (TCRI) and Chinese Association of Automation (CAA). ICGNC 2022 is organized by Harbin Engineering University. DespitethetremendousinfluenceofCOVID-19,ourICGNC2022stillreceived worldwideattentionsfromGNCresearchersandstudents.Theconferencereceived 1137 paper submissions. This is the highest number since launching ICGNC. Following a very thorough and in-depth peer-review process in which each paper had at least four reviews, 710 papers have been accepted for either oral or poster presentation at the conference in 69 oral technical sessions and 4 poster sessions. Theconferenceconsistsofplenarytalks,chiefdesignerforum,GNCmodelteacher forum, GNC young scientist forum, panel discussions, invited sessions, oral ses- sions and poster sessions for academic exchanges. We would like to express our sincere appreciation to all individuals who have contributed to ICGNC 2022 in various ways. Special thanks are extended to our colleagues in the program committee for their thorough review of all the submis- sions, which is vital to the success of this conference, and also to the members in the organizing committee and the volunteers who have dedicated their time and efforts in planning, promoting, organizing and helping the conference. We are particularly grateful to the proceedings publisher, Springer, for their great support v vi Preface and efforts. Last but not least, our special thanks goes to the invited plenary speakers as well as all authors for disseminating their latest research to the con- ference, and to the participants and the exhibitors in making ICGNC 2022 a memorable and fruitful event. August 2022 Liang Yan Haibin Duan Yimin Deng Contents A Survey of Relative Motion Dynamics and Control of Distributed Satellite Formation. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1 Chunyang Liu, Jingji Wang, Yong Huang, Junxiong Yin, and Hao Yu Determination Technology and Accuracy Analysis of Configuration Parameters of Ground System Dual Satellite Formation Based on Navigation Data . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 11 Du Kai, Li Haiyue, Liang Jiangpeng, Wang Yanrong, Wang Dan, Cao Jing, and Shen Shilu UAV Path Planning Based on Improved GWO Algorithm. . . . . . . . . . . 20 Wei Jiang, Weiguo Zhang, and Jingping Shi A Review on Tracking Control of the Underactuated Vessel with Time Delays . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 27 Yuhan Cao, Yanbo Feng, and Beining Chen A Multimodal Image Matching Algorithm Based on Structure Feature. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 36 Xing Wang, Jiajia Zhao, Ang su, Banglei Guan, Jing Dong, and Songlai Han Full-Scale Attitude Solution Based on Dual Euler Method. . . . . . . . . . . 43 Mingcun Zhao, Wenhui Bao, Jing Dong, Ang Su, Songlai Han, Xiaohui Lu, and Jiaying Gao Q-Learning Based Online Adaptive Flight Control for Fixed-Wing UAV. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 51 Lei Cheng, Zhengen Zhao, and Fei Kong Improving Design of Aerospace Vehicle Orbital Transfer Optimization with Finite Thrust Based on Legendre Pseudospectral Method. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 63 Lianghui Tu, Chao Yan, Yuhao Wang, and Yang Yang vii viii Contents A Real-Time Trajectory Planning and Guidance Algorithm for Terminal Area Energy Management . . . . . . . . . . . . . . . . . . . . . . . . 72 Jiayang Zhou, Zongzhun Zheng, Kai Wang, Yujie Wang, Lei Liu, Huijin Fan, Bo Wang, and Zhongtao Cheng Precise Formation Control for the Multi-agent Systems Based on Tilted Potential Field with Collision Avoidance . . . . . . . . . . . . . . . . . . . 84 Liu Bojian, Fang Jun, Qian Yunxiao, and Li Aijun RobustNonlinearLeastSquaresControlAllocationfor Overactuated Aircraft . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 94 Zhe Zhen and Lei Cui Optimal Guidance with Impact Angle Control Based Time-To-Go Estimation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 104 Fan Zuo E, Feng Lin Ping, and Sun Dong Ping Aggressive Collision Avoidance and Control Method for Quadrotor . . . 115 Jiang Zhao, Chiyu Cao, Zhihao Cai, and Yingxun Wang Improved Unscented Kalman Filter for Satellite Attitude Estimation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 125 Shuai Chu, Huaming Qian, and Shuya Yan Adaptive Radial Basis Function Neural Network-Based Active Fault-Tolerant Control for Spacecraft Formation Flying System . . . . . . 134 Rui Shu, Qinxian Jia, Yule Gui, and Huayi Li EMD Noise Reduction Method of MEMS Gyroscope Based on Chi-Square Detection . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 144 Liu Ming, Liu Jinhui, Zou Jiayun, Yu Yifan, and Wu Yanfeng Cooperative Collision Avoidance Route Planning Based on Improved RRT Algorithm . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 156 Song Yike, Lv Mingwei, Zhang Shaoqing, and Wang Yanwei Research on Air-to-Air Missile Cooperative Navigation Technology Based on GNSS . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 166 Haibin Cheng and Hao Lu Attitude-Tracking Control Based on Robust Adaptive Dynamic Programming for Hypersonic Vehicles. . . . . . . . . . . . . . . . . . . . . . . . . . 177 Yujie Wang, Zongzhun Zheng, Kai Wang, Jiangyang Zhou, Zhongtao Cheng, Bo Wang, and Lei Liu A Beyond Visual Range Air Combat Integrated Threat Assessment Method Based on Target Intention and Event . . . . . . . . . . . . . . . . . . . . 189 Xingyu Wang, Zhen Yang, Xiaoyang Li, Haiyin Piao, Jichuan Huang, and Deyun Zhou Contents ix A New Threshold-Free RAIM Based on Monte Carlo Sampling . . . . . . 201 Cheng Liu, Fang Li, Hengyong Xiang, Xiaolong Qian, Xiaotong Wang, Yunfei Wang, and Qiang Sun Nonlinear Modeling of Fixed-Wing Mode for a Ducted-Fan Tiltrotor UAV by DATCOM . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 215 Jing Huang, Ban Wang, Yangping Deng, and Youmin Zhang A Robust Obstacle Detection and Tracking Method Using Geometric Restrictions for Monocular UAV . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 226 Wendi Zhan, Keqi Wei, Yong Wang, Bo Zhu, and Tianjiang Hu Application of BDS Short Message in General Aviation Surveillance. . . 236 Ruihua Liu, Tianqi Xia, and Yin Li HealthMonitoringforVariablePitchSystemsofWindTurbineUsing Multi-layer Perceptron Strategy. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 248 Tao Feng, Yishi Liu, Qingdong Li, and Zhang Ren Radau Pseudospectral Method-Based Cooperative Re-entry Trajectory Optimization for Hypersonic Reentry Vehicle . . . . . . . . . . . 255 Zequn Liu, Jun Zhou, Zongyi Guo, Jianguo Guo, and Guoqing Wang Carrier-Based Aircraft Landing Based on Deck Motion Prediction. . . . 265 Qi Zhu, Jingping Shi, Shan Huang, and Chuanjian Lin Trend of Integrated Communication and Navigation Signals. . . . . . . . . 275 Lei Wang and Haoyan Chen Path Planning for Maritime Drones in a Free Space Environment Based on Reinforcement Learning . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 287 Jianxun Jiang, Shunmin Li, Ruihan Luo, and Wanda Zhang An Underwater SLAM Approach Using Regularly Distributed Magnetic Beacons. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 300 Shuai Chang, Chengcheng Wan, Dalong Zhang, Hui Li, and Ye Lin Implementation Method of Parallel Approaching Guidance Based on Adaptive Dynamic Surface Control Accounting for Autopilot Lag. . . . . 309 Qi Wang and Zhizhong Liao Fault-Tolerant AttitudeControlof Spacecraftwith DynamicPointing Constraints. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 318 Yuan Tian, Xiaodong Shao, Qinglei Hu, and Jianying Zheng The Safety Requirements Capture, Validation and Verification for Flight Control System of Civil Aircraft . . . . . . . . . . . . . . . . . . . . . . . . . 328 Tang Zhishuai, Fang Di, and Hu Lingling Design of AFCS Localizer Mode for Civil Aircraft . . . . . . . . . . . . . . . . 335 Hui Shao, Kezhi Zhang, Feng Yue, and Zhaoliang Zhang

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