Lecture Notes in Electrical Engineering

Volume 628

Series Editors

Leopoldo Angrisani, Department of Electrical and Information Technologies Engineering, University of NapoliFederico II, Naples, 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, Munich, GermanyJiming Chen, Zhejiang University, Hangzhou, Zhejiang, ChinaShanben Chen, Materials Science and 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 Laboratory, Karlsruhe Institute for Technology,Karlsruhe, 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, SpainSandra Hirche, Department of Electrical Engineering and Information Science, Technische UniversitätMünchen, Munich, 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 Martín, 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 Laboratory, 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, 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, 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

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Yue Wang • Meixia Fu • Lexi Xu • Jiaqi ZouEditors

Signal and InformationProcessing, Networkingand ComputersProceedings of the 6th InternationalConference on Signal and InformationProcessing, Networking and Computers(ICSINC)

123

EditorsYue WangChina Academy of Space TechnologyBeijing, China

Meixia FuBeijing University of Postsand TelecommunicationsBeijing, China

Lexi XuChina UnicomBeijing, China

Jiaqi ZouBeijing University of Postsand TelecommunicationsBeijing, China

ISSN 1876-1100 ISSN 1876-1119 (electronic)Lecture Notes in Electrical EngineeringISBN 978-981-15-4162-9 ISBN 978-981-15-4163-6 (eBook)https://doi.org/10.1007/978-981-15-4163-6

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Preface

The 6th International Conference on Signal and Information Processing, Networkand Computers (ICSINC 2019 Spring) provided a forum for researchers, engineers,and industry experts to discuss recent development, new ideas, and breakthrough insignal and information processing schemes, computer theory, space technologies,big data, and so on.

We were honored to have the keynote speakers invited to present their out-standing achievements and understanding on the following topics: SpaceTechnology, Smart Spectrum Database for 5G and Beyond, and The FutureWireless Communication and Networking.

ICSINC 2019 Spring received 232 papers submitted by authors, 112 papers wereaccepted, and finally, 109 papers were included in the final conference proceedings.The accepted papers were presented and discussed in three workshops.

On behalf of the ICSINC 2019 committee, we would like to express our sincereappreciation to the TPC members and reviewers for their tremendous efforts.Especially, we appreciate all the sponsors for their generous support and advice,including Springer, Beijing University of Posts and Telecommunications, ChinaUnicom, and HuaCeXinTong. Finally, we would also like to thank all the authorsand participants for their excellent work and cooperation.

Li GuoTakeo Fujii

ICSINC 2019 General Chairs

v

Organization

Committee Members

International Steering CommitteeSonglin Sun Beijing University of Posts and

Telecommunications, ChinaTakeo Fujii The University of Electro-Communications,

JapanJu Liu Shandong University, ChinaChenwei Wang DOCOMO Innovations (DoCoMo USA Labs),

USA

General ChairsLi Guo Beijing University of Posts and

Telecommunications, ChinaTakeo Fujii The University of Electro-Communications,

Japan

Technical Program Committee ChairYue Wang China Academy of Space Technology, China

vii

Sponsors

Springer

Beijing University of Posts and Telecommunications

China Unicom

HuaCeXinTong

viii Organization

Contents

Wireless Communication Systems

Normalized Metric Learning Based on Multi-feature Fusionfor Person Re-identification . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3Yongxia Wu and Wensheng Sun

Imbalance-Eliminate Loss in Siamese Networks for ArbitraryObject Tracking . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 11Beiying Zhu and Wensheng Sun

Two-Stream Convolutional Neural Network for Action Recognitionin Radar . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 19Hao Zhou, Yuan He, Hai Huang, and Xiaojun Jing

An Efficient Pilot Allocation Scheme for Pilot ContaminationAlleviation in Multi-cell Massive MIMO Systems . . . . . . . . . . . . . . . . . . 27Khalid Khan, Songlin Sun, Muhammad Irfan, Meixia Fu, Farhad Banoori,Shahzeb Alam, and Irfan Khan

Chinese License Plate Segmentation and RecognitionBased on Color Detection . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 37Asad Khan, Zhang Jinling, Ibrar Ahmad, Hu Wenhao, Mast Ali,and Babar Ali

Novel Double Threshold Based Energy Detectorfor Spectrum Sensing . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 46Jia Zhu, Hong song Cao, Junyi Zhang, Ze sheng Zhou, and Ziman Qi

Extraction of Weak Grating Signal in Strong Background Noise Basedon MMF-Improved CEEMDAN-TPBSS . . . . . . . . . . . . . . . . . . . . . . . . . 54Yunxi Yang, Lin Zhang, Wei Cheng, and Ning Yang

Recognition of Pest Based on Faster RCNN . . . . . . . . . . . . . . . . . . . . . . 62Miaohui Zhang, Yunzhong Chen, Bo Zhang, Kangning Pang,and Bingxue Lv

ix

An Optimization Method for Feature Extractionof Radiation Sources . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 70Xiaoying Hou, Xifang Wu, Meixia Fu, Fuyan Lin, and Songlin Sun

Air Quality Statistics and Prediction Based on Urban Agglomerationsand Sentiment Analysis of People Under Different Pollutants . . . . . . . . 78Yiyang Xiong, Yuan He, Hai Huang, Chang Yu, and Xiaojun Jing

A Secure and Credible Supply Chain System Based on Blockchain . . . . 88Zhuo Wang, Li Guo, Wenjun Xu, and Tianyu Kang

Super-Resolution Direction-of-Arrival Estimation with AtomicNorm Minimization . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 96Aihong Lu, Yan Guo, Rongzhen Feng, and Ning Li

Research on Face Recognition Algorithms Based on Deep ConvolutionGenerative Adversarial Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 105Hao Chen, Jinnan Zhang, Yu Tang, Hongyu Hao, Jinghan Wang,Xia Zhang, Xin Yan, Xueguang Yuan, and Yong Zuo

Mask Neural Network for Predicting Flight Ticket Price . . . . . . . . . . . . 114Qianqian Zhang, Yuan He, and Xiaojun Jing

Adaptive High-Resolution Channel Estimation Approachfor Millimeter Wave MIMO Systems . . . . . . . . . . . . . . . . . . . . . . . . . . . 121Yue Zhao, Li Guo, Chao Dong, and Xidong Mu

Practical Application of Requirements Engineering Managementin Aerospace Ground Software . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 130Manli Li, Xinglong Han, Yichang Qiu, and Yongping Zhao

Experimental Research on Discharge Mode of HeliconPlasma Thruster . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 137Liang Ding, Huiqi Zheng, Yuchuan Peng, Qiongying Ren, and Hua Zhao

Modeling the Attitude of Satellite Which Has Unfolding Procedureof the Loop Antenna . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 146Yin Zhang, Lidong Qiang, and Bo Lin

Adjustment Method of Parallel Tanks Balanced Consumptionon Satellite . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 153Hongjian Lv, Hengchao Sun, Tao Song, Min Liu, Fenglong Hou,and Wenjuan Yin

Research on On-orbit Acceptable Service Satellite Control SystemBased on the Time-Trigger . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 162Quan Yin

Conversion of Shock Spectra with Different Q Values . . . . . . . . . . . . . . 172Zizhen Cao, Peitong Han, Ben Gao, and Jiangnan Ran

x Contents

The Design and Analysis on Structure of Helicon Wave ElectricPropulsion System on Satellite . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 181Junfeng Wang, Tao Li, Hua Zhao, Qiongying Ren, Yi Zong, Yanqiang Bi,Zhenyu Tang, Yuchuan Peng, Qinghai Liu, and Liang Ding

Global MHD Simulation of the Magnetic Sail Expansionby Plasma Injection . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 190Zhong Peng, Yuchuan Peng, Liang Ding, Hao Li, Hua Zhao, Tao Li,and Yi Zong

Algorithms Optimization and Implementation

Extensible Autonomous Task Managing Strategy Suitablefor Multi-loading Remote Sensing Satellites . . . . . . . . . . . . . . . . . . . . . . 201Yu Jiang, Yiming Liu, Li Pan, Xiaojuan Li, Jin Huang, and Fang Ren

Blind Separating Method for Remanence Interference in SpaceMagnetic Signals Measured by Magnetometers . . . . . . . . . . . . . . . . . . . 209Hao Li, Lili Ge, Zhong Peng, Zhenyu Tang, Liang Ding, Junfeng Wang,Qinghai Liu, Tao Li, Yi Zong, Qiongying Ren, and Hua Zhao

Development of UAV Traceability System Based on Data Analysis . . . . 218Xinyue Zhang, Xiuhong Zhang, and Peng Yue

Research on Construction of Batch Intelligent Production Linefor Micro/Nano Satellite . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 226Jia Hao, Hai-long Yang, Chun-ping Zeng, and Dong Yang

Design of Parallel Processing System for Multi-satellite Load TestData Based on Big Data Optimization Processing . . . . . . . . . . . . . . . . . 237Jia You and Kui Peng

High Precision Signal Acquisition System for MagnetoresistiveMagnetometer . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 245Lili Ge, Hao Li, Zhenyu Tang, Junfeng Wang, Tao Li, Yi Zong,and Hua Zhao

Comparative Study on Experimental Data of PlasmaPlumes in Space . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 252Qinghai Liu, Junfeng Wang, Zhenyu Tang, Huiqi Zheng, Yuchuan Peng,Hao Li, Liang Ding, Qiongying Ren, and Hua Zhao

Multi-sensor Calibration Technology for Large Fieldof View Reconstruction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 261Yangyang Zhang, Peng Wei, Dong Yan, Haiting Xu, Qiang Han,and Dan Liu

Design and Test of the Propulsion System of a Mars Quadrotor UAV . . . 270Zhenyu Tang, Hao Li, Junfeng Wang, Qinghai Liu, Hua Zhao,and Xiaojun Guo

Contents xi

A Precision Alignment Strategy Based on Reference Cube NetworkDuring GF-2 Assembly . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 278Gang Sun and Zaihua Yang

A Feasibility Study of Broadband Constellations Usedfor Lower-Earth-Orbit Satellite Communication . . . . . . . . . . . . . . . . . . 287Qi Guo, Kun Ma, and Zhijia Liu

Design of Vision Navigation Based Steering Wheel OmnidirectionalMobile Platform . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 295Yangcheng Zhang, Jiabo Zhang, Ligang Dong, Jianping Xu, and Jialin Qi

Scheduling Methods of SpaceWire Fiber-Optic Bus and Verification . . . 304Long Chen, Shufen Liu, and Hong Jiang

Temporal Difference Learning for Noise Covariance Adaptation . . . . . . 312Kai Xiong and Chunling Wei

High Accuracy Payload Pointing Determination Technologyof Satellite . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 321Qianying Wang, Shaohui Li, Gaofeng Guo, Jun Dai, and Qianrui Guo

Research on Self-excited Power Control System of Helicon PlasmaElectric Propulsion . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 328Yuchuan Peng, Liang Ding, Zhong Peng, Huiqi Zheng, Tao Li,Qiongying Ren, and Hua Zhao

Application of Small Satellite Launch Site Remote Testing Project . . . . 336Hongshan Li, Dong Han, Wengao Lu, Chuan Zhao, Chunyang Lu,and Fangyuan Chang

Quality Confirmation of Electrical Measurement Data for Space PartsBased on MSA Method . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 344Yue Wang, Dayu Zhang, Song Zhang, Qiuyang Jia, and Hongqi Zhang

An Application of Time-Delay Command in Spacecraft . . . . . . . . . . . . . 352Hongguang Wang, Qiang Mu, Liang Mao, and Yaonan Li

Method of Earth-Observation-Satellites Autonomous Task PlanningBased on Chronological Lookahead Algorithm . . . . . . . . . . . . . . . . . . . 360Xi Chen, Fang Ren, Shaohui Li, Quan Jing, and Jun Dai

Research of Target Detection Algorithm Based on the RemoteSensing Image . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 369Qianrui Guo, Shaohui Li, Qianying Wang, Zhenyue Hu, and Quan Jing

The Influence of Satellite Micro-vibration on the SNR of CoherentWind LiDAR . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 376YongChang Li, QiPeng Cao, JiaNing Hao, Peng Xu, Cheng Cheng,and Lin Li

xii Contents

Landing Footprint Computation and Simulation for Spacecraftof Reentry Phase . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 387Zhi Wang, Ming Yang, Haixia Hu, Wenqiang Dong, and Maomao Li

Nano Satellite GNC Sub-system Thermal Vacuum Test . . . . . . . . . . . . . 394Kun Ma and Qinghua Jiang

Design of Protocol of a Spacecraft Distributed Storage SystemUsing SpaceWire . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 400Qiang Mu and Yuehua Niu

Test Validation of Indirect Grid Inertial Navigation Mechanization . . . 409Yan Cheng and Qi Zhou

The Research on Feedforward and Feedback Compound Controlof Satellite Platform with Rapid Maneuvering Load . . . . . . . . . . . . . . . 420Zhongqiu Gou, Guangde Xu, Wei Zhang, and Yong Zhang

Application of On-Orbit Monitoring and Measurement of VibrationEnvironment on Satellites . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 427Yechi Zhang, Shuai Guan, Guangyuan Wang, Yu Zhao, and Yue Wang

Satellites and Remote Sensing

Engineering Management Methods for FPGA Productsin the Aviation and the Aerospace Fields . . . . . . . . . . . . . . . . . . . . . . . . 437Haibo Xing, Lu Zhang, and Zhijie Yu

Timing Offset Estimation of PPM Signal for Deep SpaceOptical Communications . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 444Xiaoyan Wang, Yuning Wang, Zhoushi Yao, Xiang Chen, Xiaocheng Zhu,and Xuejiao Zhang

Study of Flexible Spacecraft Pointing Control Based on IntegratedVibration Isolation and Pointing Stewart Platform . . . . . . . . . . . . . . . . 453Guangde Xu, Zhongqiu Gou, and Bainan Zhang

Design Method of On-orbit Software Injection Basedon the Microprocessor BM3803 with High Reliability . . . . . . . . . . . . . . 461Zhiyan Lyu, Jinfang Dou, Pinyao Song, and Haolin Zhou

Construction and Applications of Embedded Aerospace SoftwareDefect Knowledge Graph . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 470Lu Zhang, Meng Gao, Pengyu Li, and Yunsong Jiang

Quasi-linear Analysis Method Based on Frequency Stabilityof Quartz Crystal Oscillator . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 478Lin Yan, Yiming Qi, and Yunlong Ji

Contents xiii

A Review of the Applications of Data Mining for SemiconductorQuality Control . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 486Jiantao Li, Hongqi Zhang, Yue Wang, and Huanan Cui

Research and Implementation of X-Band Low Noise SamplingPhase-Locked Frequency Multiplier . . . . . . . . . . . . . . . . . . . . . . . . . . . . 493Jin Xu, Yifeng He, Kun Yan, Li Yang, Zexu Qu, and Jie He

Design of Highly Reliable Digital Signal Transmission System Basedon Serial Communication Protocol . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 502Yifeng He, Jin Xu, Anzhong Jin, and Xin Li

GEO Debris Orbit Determination Method Based on Space-BasedOptical Observation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 510Dong Han, Yin Zhang, and Lidong Qiang

An Attitude Metrology Based on Gyro-Theodolite for the OpticalCube Reference on Spacecraft . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 518Zaihua Yang, Shaohua Meng, and Wei Zhang

Design and Verification of Telecommunication Systemfor Chang’e-4 Lander . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 527Shi Liu and Xiaofeng Huang

A New Calibrating and Compensating Methodfor the Nonorthogonality of Three-Axis Magnetic Sensor . . . . . . . . . . . 535Shizuo Yan, Lei Wu, Qing Ye, Yadong Wang, and Changhong Wang

Precise Simulation Based Task Planning Frameworkof Earth Observing Satellites . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 544Yue Wang

The Design of a Miniaturized High-Reliability Double-InsuranceSeparate Connector . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 552Jing Wang, Fei Wang, Yi Yang, Haijin Li, and Dong Yang

A Summary of Research on Optimization of RVD MethodsBased on Human Control Docking Knowledge Acquisition . . . . . . . . . . 561Jinzhe Jiang, Songtao Fan, Dan Yu, and Ran Liu

Optimization of WCA-Based Satellite Telemetry AcquisitionCircuit Design . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 570Hao Zhang, Zhiyu Li, Chang Wang, Yi Li, and Jifeng Wu

The Calculation Method Based on the Observation Positionof the Moon with High Precision Spatiotemporal Datum . . . . . . . . . . . . 578Yufei Huang, Ning Liu, Zheng Lv, Jia Xu, Hui Kuang, and Zhibin Wang

Development and Application of an Automation System for SpacecraftFastener Assembly . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 584Lijian Zhang and Ruiqin Hu

xiv Contents

Research and Implementation of Automatic Measurement Technologyfor Aircraft Parts . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 592Xiang Xu and Lijian Zhang

Autonomous Imaging Parameters’ Adjustment Researchfor Space TDICCD Camera . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 603Xiao-jing Dong, Qi-peng Cao, Xing-zi Han, and Huan Yin

Design of Automatic Detection System for Onboard Data ProcessorBased on Optical Fiber Interface . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 612Zexu Qu, Suchun Yuan, and Junfeng Wang

Analysis of Ocean Depth Detection Capability of Spaceborne LidarBased on Monte Carlo Method . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 621Zhenyue Hu, Chenguang Zhao, Xinwei Zhang, Gao Hongtao,and Shaohui Li

Design of Signal Simulator for BD3 Navigation Constellation . . . . . . . . 629Shujie Ma, Xiangwei Ning, Wenchong Ma, and Pengfei Zhao

Thermal Design and Validation for Monopropellant PropulsionSystems of Remote-Sensing Satellite . . . . . . . . . . . . . . . . . . . . . . . . . . . . 638Wenzhu Lin, Henghui Meng, Fanghan Peng, and Liyin Geng

Monitoring and Early Warning System of Geological Hazardsof Regional Mountain Pipeline Based on the Combinationof Heaven and Land . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 647Qiao Tang, Lian Xue, Shuo Zhang, Chaohong Peng, and Yao Wu

Robot Compliance Control for Peg-in-Hole AssemblingBased on Contact Mechanics . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 655Que Dong, Ruiqin Hu, and Lijian Zhang

The Endeavour on Support Technique of Large ApertureSpace Mirror . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 665Bowen Zhang, Xiaoyong Wang, and Ye Zhao

Overview of Machine Learning Algorithms . . . . . . . . . . . . . . . . . . . . . . 672Lu Ren, Yingzhou Ma, Haitao Shi, and Xi Chen

Discussion on Wireless Access for the Power Internet of Things . . . . . . 679Jie Bai, FeiFei Li, Ning Ding, XiaoBo Sun, and LiYu Xiang

Research on Automatic Target Tracking TechnologyBased on Remote Sensing Video Data . . . . . . . . . . . . . . . . . . . . . . . . . . 688Zhicheng Yu, Tao Li, and Ke Liu

Application and Development of Artificial Intelligence Technologyfor Unmanned Aerial Vehicles . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 697Liang Jiang and Guoqiang Wu

Contents xv

Remote Sensing Image Enhancement Technology of UAVBased on Improved GAN . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 703Guoqiang Wu, Xiangsen Ma, Kun Huang, and Haolun Guo

Research on Dynamic Modeling of Mechanical Antennafor High-Stability Satellite . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 710Xiaofeng Zhang, Qianying Wang, Hongtao Gao, Xigang Liu, Haitao Shi,and Gaofeng Guo

Technological Development and Application of GSOAgile Small Satellite . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 718Jie Geng, Nan Lyu, Zuowei Wang, and Jinggang Gong

Big Data Workshop

Intelligent Verification of Basic Engineering ParametersBased on Online Machine Learning . . . . . . . . . . . . . . . . . . . . . . . . . . . . 729Deng Wei, Wang Yong, Zhu Hui, and Liu Hequn

Investigating Similarity of APP Usage Among Mobile UsersBased on Telecom Big Data . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 738Zhi Yu, Hongbing Ma, Bo Chen, and Long Yan

A Best-Marketing Time Prediction Algorithm Basedon Big Data Analytics . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 746Jie Gao, Yu Qin, Xinzhou Cheng, Tao Zhang, Jian Guan, and Lexi Xu

GPU Based Acceleration of Intelligent Grid Forecasting . . . . . . . . . . . . 755Xiaoqing Zeng, Kan Dai, Hao Tang, Kangkai Chen, and Keming Zhao

A New Method for End-to-End QoS Analysis of LTE Networkin Focused Scene Based on Operator’s Big Data . . . . . . . . . . . . . . . . . . 764Li Xu, Saibin Yao, Ling Li, Weirong Fan, Jingwei Lin, and Qing Chen

The Optimization Algorithm Based on Neural Networks in Post-processing Ensemble Forecasts . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 772Minquan Xiong and Kan Dai

Character Recognition Based on Multi-scale Feature FusionTransfer Learning . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 781Miaohui Zhang, Kangning Pang, Yunzhong Chen, and Bo Zhang

Design and Application of Network Optimizing Integrated PlatformBased on Rasterized Big Data . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 789Saibin Yao, Jiucheng Huang, Baoyou Wang, Ling Li, Zhiqiang Lv,and Xufeng Hang

A Review of Deep Learning Techniques Applied in LungCancer Diagnosis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 800Thamali Madhushani Adhikari, Haylee Liska, Zhaoyang Sun, and Yan Wu

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The Correction Method of Visibility Forecasts Basedon the Machine Learning . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 808Chao Xie and Xuekuan Ma

Fast Positioning and End-to-End OptimizationBased on NB-IoT Coverage . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 815Yimin Wang, Hui Pan, Chao Liu, Jialong Liang, and Huan Zhang

Research and Verification of Power Saving Technologyin LTE System . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 823Zetao Xu, Yuan Fang, Yang Zhang, Pengcheng Liu, Ao Shen, Jinhu Shen,and Jimin Ling

Conformance Testing and Measurement for Classificationand Coding Information . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 832Hong Zhu, Ang Gao, and Yue Cheng

Security Service Chain Based on SDN&NFV Construction Technology . . . 840Xuesong Zhang, Xinzhou Cheng, Haibin Li, Xingtong Liu, Lexi Xu,and Hong Jiang

A Fast Prediction Mode Selection Algorithm Basedon Spatio-Temporal Correlation of Inter-predictionand Intra-prediction Blocks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 849Yanglong Yu, Lei Chen, Songlin Sun, Qi Wang, Zhipeng Cheng,and Xinghao Pan

Malicious Network Traffic Recognition Method Basedon Deep Learning . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 859Yi Song and Xuebin Sun

Optimizing Method of AVS2 Decoder for Mobile Terminal . . . . . . . . . . 867Jiaqi Xu, Lei Chen, Songlin Sun, Qi Wang, Zhipeng Cheng,and Xinghao Pan

Optimizing Technology in Video Coding and Decoding . . . . . . . . . . . . . 874Qi Wang, Zhipeng Cheng, Xinghao Pan, and Rongjia Lei

Overview of eMBMS Technique . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 882Lin Li, Song Xu, Guoliang Nie, and Lingfeng Fang

Rate Control Technology in Video Coding . . . . . . . . . . . . . . . . . . . . . . . 889Qi Wang, Zhipeng Cheng, Xinghao Pan, and Yuyuan Chen

The Quantization Parameter Adjustment Scheme Based on PredictionMode of Coded Prediction Block . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 896Zhengling Lin, Lei Chen, Songlin Sun, Qi Wang, Zhipeng Cheng,and Xinghao Pan

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Person Re-identification Based on Semantic Segmentation . . . . . . . . . . . 903Xifang Wu, Songlin Sun, and Meixia Fu

ILL-Dataset: A Dataset Under Different Illumination Conditionsfor Face Recognition . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 910Kaili Ni, Meixia Fu, and Songlin Sun

Author Index . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 919

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