Communications, Signal Processing, and Systems: Proceedings of the 10th International Conference on Communications, Signal Processing, and Systems, Vol.1 (Lecture Notes in Electrical Engineering, 878)

Contents Data Fusion and Error Compensation Method for GPS/Star Sensor Integrated Navigation Using GPS Attitude Estimation 1 Introduction 2 Methodology 2.1 GPS Attitude Estimation 2.2 Integrated Navigation Method 3 Experiment and Analysis 3.1 Attitude Determination 3.2 Error Compensation Results 4 Conclusions References Simulation Design of Fourth-Order Bandpass Filter Based on Substrate Integrated Waveguide 1 Introduction 2 Transition Structure of SIW and Microstrip Line 3 Research and Design of SIW Filter 3.1 Input and Output Coupling Design 3.2 Interstage Coupling Design 3.3 Fourth-Order Filter Design 4 Conclusion References Algorithm for Placement of Wireless Network Devices for Wide Areas with Variable Soil Moisture 1 Introduction 2 Algorithm for Determining the Coordinates of the Repeater Locations 3 Conclusion References Optimization Design of a Discharge Control Circuit for Communication System 1 Introduction 2 Schematic of Discharge Circuit 3 Analysis of Discharge Problem 4 Experimental Verification of Discharge Circuit Optimization 4.1 Conduction reliability Test of Optocoupler 4.2 Continuous Working Test of Discharge Control Circuit 5 Conclusion References Online Multi-object Tracking Based on Deep Learning 1 Introduction 2 Proposed Method 2.1 Detection and Feature Extraction Based on Deep Learning 2.2 Single-Object Tracker 2.3 Discriminator 3 Experiment 3.1 Dataset 3.2 Results 4 Conclusion References Power Grid Industrial Control System Traffic Classification Based on Two-Dimensional Convolutional Neural Network 1 Introduction 2 Relative Works 3 Basic Theory 3.1 The Features of Power Grid ICS 3.2 The Traffic and Protocol of Power Grid ICS 3.3 The Structure of Two-Dimensional CNN 4 Experiment and Result 4.1 Training Process and the Result 4.2 The Generalization Capability of Model 5 Conclusion References Influence of Structure Information for Cross-domain Person Re-identification 1 Introduction 2 Proposed Method 2.1 Framework 2.2 Loss Functions 3 Experiments 3.1 Datasets 3.2 Experiment Settings 3.3 Evaluation 4 Conclusion References Course Quality Evaluation Based on Deep Neural Network 1 Introduction 2 Approach 2.1 Framework 2.2 Activation Function 3 Experiments 3.1 Experiment Settings 3.2 Sample Data 3.3 Experiment Results 4 Conclusion References Design of Remote Indoor Environment Monitoring System Based on STM32 1 Overall Design of Remote Indoor Environment Monitoring System 2 Sensors Introduction 2.1 MQ138 Formaldehyde Sensor 2.2 DHT11 Temperature and Humidity Sensor 2.3 GP2Y1010AU Dust Sensor 3 Remote Indoor Environment MonitorDesign 3.1 Overall Hardware Circuit Schematic Diagram 3.2 Sensor and WIFI Module 3.3 WIFI Data Transmission Module 4 Results Display 4.1 System Function Design Drawing 4.2 Test Outcome 5 Conclusion References Design of a Multi-channel Spectrum Perception Performance Verification Model 1 Introduction 2 Spectrum Sensing Technology 2.1 Spectrum Sensing Performance 2.2 Spectrum Sensing Performance Indicators 3 Spectrum Perception Model 4 Simulation Experiment Verification 4.1 Spectrum Estimation Methodology 4.2 Simulation Experiment 5 Concluding Remarks References SDN, Big Data and AI Technologies Design and Implementation of the Network of Intelligent CloudCampus 1 Introduction 2 Problems to Be Solved by Intelligent CloudCampus Network 2.1 The Network of Intelligent CloudCampus Solves the Problem of Network Structure 2.2 The Network of Intelligent CloudCampus Solves the Problem of Business Access 2.3 The Network of Intelligent CloudCampus Solves Intelligent Operation and Maintenance Problem 2.4 The Network of Intelligent CloudCampus Solves the Problem of Network Security and Active Defense 3 Design and Implementation of Network of Intelligent CloudCampus 3.1 Physical Network Design of Intelligent CloudCampus Network 3.2 Design of Intelligent Operation and Maintenance Architecture of Intelligent CloudCampus Network 3.3 Design of Intelligent CloudCampus Network Based on Big Data Security Co-defense Architecture 4 Concluding Remarks References Sum Rate Maximization for 6G IoT Resource Allocation: A Matching Approach 1 Introduction 2 System Model 2.1 System Model 2.2 Communication Model 3 Problem Formulation 4 Resource Allocation Solution 5 Simulations and Analysis 6 Conclusions References Application Research on an Automated Batch Network Reinforcement Method Based on SSH Protocol 1 Introduction 2 Technical Approach 3 Structure Design 4 Implementation Process 4.1 Normalization 4.2 Parsing Module 4.3 Core Libraries 4.4 General Key Function 4.5 Other Modules 5 Application 6 Conclusions References Research on UAV Human Tracking Method Based on Vision 1 Introduction 2 Visual Tracking Algorithm Analysis 2.1 Human Object Detection Algorithm 2.2 Single Moving Object Detection Efficiency Optimization Algorithm 2.3 MHT Human Tracking Algorithm 2.4 Tracking Height and Distance Control Algorithm 3 System Design 4 System Testing 5 Conclusion References Cloud Type Classification Using Multi-modal Information Based on Multi-task Learning 1 Introduction 2 Approach 2.1 Framework 2.2 Loss Function 2.3 Multi-task Learning 3 Experiments 3.1 Dataset 3.2 Experiment Settings 3.3 Analysis 4 Conclusion References Research on Artificial Meteor Trail Emergency Communication System 1 Introduction 2 System Composition and Function 3 Payload 3.1 Pressure Vessel Generator 3.2 Electronic Controller 3.3 Power Supply and Distribution System 4 Telemetry System 4.1 Telemetry Parameters 4.2 Black Box 5 Ground Communication Equipment 6 Plasma Cloud Cluster Effect Analysis 6.1 Communication Frequency and Ion Concentration 6.2 Simulation Model 6.3 Barium Cloud Simulation 7 Conclusion References Programming to Identify Exfoliated 2D Nanosheets Using Machine Learning 1 Introduction 2 Algorithm 3 Results 4 Conclusion References A MCU-Based Wireless Motion Sensor Setup 1 Introduction 2 Algorithm 3 Results 4 Conclusion References A Control System of Waveform Generation Based on LabVIEW 1 Introduction 2 Results and Discussion 2.1 Sub VI 2.2 Configure Waveform Sub VI 2.3 Enable Channel Output Sub VI and Close Sub VI 2.4 Visualized Programming 2.5 Arbitrary Waveform Generation 2.6 Experimental 3 Conclusion References CDMA-Based High Precision Time Display System 1 Introduction 2 Schematic 3 Hardware 4 Software 5 Conclusion References Research on Path Planning and Tracking of Automatic Parking 1 Introduction 2 Research on Parking Path Planning and Tracking 2.1 Kinematic Model of Vehicle 2.2 Research on Path Planning 2.3 Research on Path Tracking 3 Simulation Experiment of Path Planning and Tracking 3.1 Simulation Experiment of Path Planning 3.2 Simulation Experiment of Path Tracking 4 Conclusion References The Design of a Household Intelligent Medicine Box Based on the Internet of Things 1 Research Background and Significance 2 Design Scheme 2.1 The Mechanical Structure 2.2 Control System 2.3 Software Part 2.4 Component Parameters and Performance 3 Main Functions and Usage 3.1 Key Function 3.2 Method of Application 4 Innovations and Features References Investigation on Coherent Receiving Technology in the Repeater-Less Transmission Systems 1 Introduction 2 Optical Signal Modulation and Optical Signal-to-Noise Ratio 2.1 Modulation Principle and Mapping Relation 2.2 Optical Signal-to-Noise Ratio 3 Modulation and Module 3.1 PS-QPSK Modulation and System Diagram 3.2 DSP Module 3.3 Coherent Demodulation Processing Module 4 Simulation Experiment 4.1 VPI Simulation 4.2 DSP Algorithm Running Results 5 Conclusion References Research on Vehicle Parking Aid System Based on Parking Image Enhancement 1 Introduction 2 Overview of On-Board Parking Aid System Based on Parking Image Enhancement 2.1 Image Enhancement 2.2 Calculation of Reversing Trajectory 3 Simulation Experiment Research 3.1 Experimental Results of Reversing Image Improvement 3.2 Predicting the Results of Reversing Trajectory 4 Conclusion References GPS/Star Sensor Attitude Accuracy Evaluation Method Based on Hybrid χ2Detection 1 Introduction 2 Methodology 2.1 The Innovation χ2Detection Method 2.2 State 2Detection and Accuracy Evaluation Methods 3 Simulation Experiments and Analysis 4 Conclusions References Robust Widely Linear Beamforming Based on Worst Case Optimization 1 Introduction 2 Signal Model 3 Proposed Method 3.1 Optimal Widely Linear MVDR Beamformer 3.2 Robust WL Beamformer Based the WCPO Method 4 Simulation Results 4.1 Robustness Against DOA Errors 4.2 Robustness Against Amplitude and Phase Perturbations 5 Conclusion References Research on the Intelligent Guidance System of Empty Parking Spaces Based on Amap API and Edge Detection 1 Introduction 2 Theoretical Research on the Intelligent Guidance System of Empty Parking Spaces Based on Amap API and Edge Detection 2.1 Amap Port 2.2 Edge Detection Algorithm 2.3 Design of Empty Parking Space Intelligent Guidance System Based on Amap API and Edge Detection 3 Simulation Experiment Research 3.1 Parking Information Acquisition 3.2 Empty Parking Space Detection Results 3.3 Experimental Results of Intelligent Navigation 4 Conclusion References Data Augmentation for Communication Emitter Identification Using Generative Adversarial Nets 1 Introduction 2 Emitter Signal Data Augmentation Model 2.1 Generative Adversarial Nets 2.2 Emitter Signal Data Augmentation Model 2.3 Training and Optimization 3 Results and Analysis 3.1 Analysis of RF Fingerprints of Generated Signal Data 3.2 Analysis of Emitter Identification in Enlarged Data Set 4 Conclusion References Antenna Array Pattern Synthesis Based on a Hybrid Particle Swarm Optimization and Genetic Algorithm 1 Introduction 2 Particle Swarm Optimization and Genetic Algorithm 2.1 Particle Swarm Optimization 2.2 Improved Genetic Algorithm 3 MGAPSO 3.1 Modified Hybrid Optimization Algorithm 3.2 MGAPSO Algorithm Flow And Process Analysis 4 Simulation and Conclusion 4.1 Experiment 1 Testing the Effectiveness of the Algorithm 4.2 Experiment 2 Synthesize the Pattern with Low Sidelobes 4.3 Experiment 3 Synthesize the Pattern with Deep Zero Point 5 Conclusion References Study on Digital High Resolution APD Measurement Receiver 1 Introduction 2 Requirements of International Standard for APD Measurement Receiver 3 Design of Digital High Resolution APD Measuring Receiver 3.1 Mathematical Model of APD 3.2 General Design of the Digital Receiver 3.3 Fully Digital Level Comparison and Statistical Methods 4 Simulation Tests 5 Conclusion References Wireless Sensor Network Coverage Optimization Based on Sparrow Search Algorithm 1 Introduction 2 Related Works 2.1 WSN Coverage Model 2.2 Sparrow Search Algorithm 3 CF-SSA Optimization Algorithm 3.1 Logistic Chaos Initialization 3.2 Cauchy Variation and Firefly Perturbation Strategy 3.3 CF-SSA Coverage Optimization 4 Simulation Analysis 4.1 Experimental Parameter Setting 4.2 Result of Simulation 5 Conclusion References An Improved Stereo Matching Algorithm Based on AnyNet 1 Introduction 2 Related Work 2.1 End-to-End Disparity Prediction 2.2 Feature Extraction and Attention Mechanism 3 Model Architecture 3.1 Multi-scale Feature Extraction Module 3.2 Attention Module 3.3 Disparity Prediction Module 3.4 Loss Function 4 Experimental Simulation 4.1 Datasets 4.2 Experiment Details 4.3 Compared with AnyNet Algorithm 4.4 Compared with Other Algorithms 5 Conclusion References Research on Anti-noise Activation Function Based on LIF Biological Neuron Model 1 Introduction 2 Relate Work 2.1 PSM-Net Parallax Prediction Network 2.2 LIF Neuron Model 3 NST Activation Function 4 Experimental Analysis 4.1 Analysis of NST Activation Function Curve 4.2 Experimental Data Set 4.3 Training Environment and Network Training 4.4 Experimental Result 5 Conclusion References Non-parameter Nonlinear Detectors for Multi-band Milimeter-Wave Radio-Over-Fiber Mobile Fronthaul 1 Introduction 2 Principle of Three Detectors 2.1 A Bit-Based Support Vector Machine Nonlinear Detector 2.2 Maximum Likelihood(ML) Based Detector (Two-Dimensional Gaussion Distribution) 2.3 Semi-supervised k-means Detector 3 Experiment Setup and Results 4 Conclusion References CNN-Based Automatic Modulation Classification over Rician Fading Channel 1 Introduction 2 System Model 2.1 Rician Fading Channel Model 3 Neural Network Architecture 4 Experiment Results 4.1 Accuracy vs SNR for different modulation methods 4.2 Accuracy versus SNR at different K factor 4.3 Accuracy versus SNR at different Maximum Doppler shift 4.4 Training neural network with different dataset 5 Conclusion References Schedio-Pro: An Interactive Virtual Reality Game for Protein Design 1 Introduction 1.1 The Importance of VR (Virtual Reality) for Protein Design 1.2 The Contribution of the Writer 2 Literature Review 3 Methodology 3.1 Analysis 3.2 Implementation 4 Experiment 4.1 Description 4.2 Feedback 5 Conclusion 5.1 Personal Contribution 5.2 Future Work References A Method of Red-Attack Pine Trees Accurate Recognition Using Multi-source Data 1 Introduction 2 Generalization of Study Region 3 Research Methods and Data 3.1 Research Methods 3.2 Research Data 4 Experimental Process and Analysis 4.1 Interference Region Removal 4.2 Construction of Threshold Equation for Red-Attack Pine Tree Recognition 4.3 Red-attack Pine Tree Recognition 4.4 Results and Analysis 5 Conclusion and Foresight References Imbalanced Data Classification of Pathological Speech Using PCA, SMOTE, and Expectation Maximization 1 Introduction 2 UA Speech Dataset 3 TORGO Dataset 4 Proposed Method 5 Experiment Results and Discussion 5.1 Classification of the Results 5.2 Comparison of the Proposed Method Against Existing Methods 6 Conclusion References Survey of UAV Path Planning Based on Swarm Intelligence Optimization 1 Introduction 2 Multi-constrained Optimization in UAV Path Planning 3 Recent Developments of UAV Path Planning Based on Swarm Intelligence Optimization 3.1 Ant Colony Optimization (ACO) 3.2 Particle Swarm Optimization (PSO) 3.3 Differential Evolution (DE) 3.4 Fruit Fly Optimization Algorithm (FOA) 3.5 Grey Wolf Optimization (GWO) 4 Features Comparison and Application Scenarios 5 Conclusions References Design of Portable ECG Monitoring System Based on STM32 Single Chip Microcomputer 1 Introduction 2 Overall Design 2.1 Design of Front-End Circuit for Acquisition 2.2 Software Design 3 Experimental Results 3.1 Experimental Environment 3.2 Experimental Process 4 Conclusions References A Pilot Based Phase Compensation Associative Algorithm in CO-OFDM 1 Introduction 2 Phase Noise Interference Analysis 3 The Improved Pilot-Aided Phase Noise Estimation 4 Simulation Result and Discussion 5 Conclusion References Research on Semantic Object Measurement Algorithm Based on Object Detection 1 Introduction 2 System Model 2.1 Measurement Algorithm System Overview 2.2 Camera Model 3 Proposed Method 3.1 Image Target Detection Algorithm 3.2 3D Coordinate Calculation Method 3.3 Image Semantic Target Measurement Algorithm 4 Implementation and Performance Analysis 4.1 Experiment Environment 4.2 Experiment Results 5 Conclusion References Tianlian Satellite Assisted the Emergency Remotely Sensed Data Achieves Download Quickly 1 Introduction 2 System Model and Problem Definition 2.1 Double-Layer Constellation Model 2.2 Problem Definition and Assumptions 3 JSA-RISL Algorithm Design 3.1 Behavioural Game of S Satellite 3.2 JSA-RISL Algorithm Implementation 4 Experimental Results 5 Conclusion References Image Filtering and Edge Detection System Based on FPGA 1 Introduction 2 Algorithm Analysis 2.1 Gaussian Filtering Algorithm 2.2 Sobel Edge Detection Algorithm 3 System Design 3.1 System Structure 3.2 Gaussian Filtering Implementation 3.3 Sobel Edge Detection Implementation 4 System Testing 4.1 Gaussian Filtering Module Simulation 4.2 Sobel Module Simulation 4.3 FPGA Board Testing 4.4 Result Analysis 5 Conclusion References Attention-Based Video Disentangling and Matching Network for Zero-Shot Action Recognition 1 Introduction 2 Related Work 3 Our Approach 3.1 Attention Based Video Disentangling Module 3.2 Semantic Autoencoder 3.3 Relationship Learning Module 4 Experiment 4.1 Implementation Details 4.2 Datasets and Settings 4.3 Comparison with Previous Methods 4.4 Ablation Studies 5 Conclusion References Intelligent Waveform Optimization for Target Tracking in Radar Sensor Networks 1 Introduction 2 Target Tracking in RSN 2.1 Target Tracking Model 2.2 Signal Model of Radar Transmitter 2.3 Intelligent Waveform Optimization 3 Simulation Results 4 Conclution References Analysis of Phase Noise of Phase-Locked Loops Under Different Frequency Discrimination 1 Introduction 2 Principle 3 Experiment and Results 4 Conclusions References Sense-Through-Foliage Target Detection Based on Stacked Autoencoder and UWB Radar Sensor Networks 1 Introduction 2 Data Measurement and Collection 3 Stacked Autoencoder 4 Sense-Through-Foliage Target Detection Using Signal Radar and SAE 5 Sense-Through-Foliage Target Detection Using RSN and SAE 6 Conclusion References Channel Estimation and Refinement via Equalization in FBMC Systems 1 Introduction 2 FBMC Channel Estimation Interference 2.1 Interference in Moderately Frequency Selective Channels 2.2 Interference in Highly Frequency Selective Channels 3 Channel Estimation and Refinement 3.1 Channel Model and Its Estimate 3.2 Channel Estimation Refinement 4 Numerical Result 5 Conclusions References Study on the Impact of Virtual AtoN Setting on AIS in Harbour Areas 1 Introduction 2 Virtual AtoN 3 Communication Quality Metrics 3.1 Channel Capacity 3.2 System Blocking Rate 4 Experiment 4.1 Experiment Setup 4.2 Results and Analysis 5 Conclusion References DMRS-based Channel Estimation Methods for Two-Port OFDM Systems in 5G Uplink 1 Introduction 2 System Model 3 Channel Estimation Scheme for Two-Port OFDM System 3.1 DFT-based Scheme for 5G Uplink Channel Estimation 3.2 EEB-based Scheme for 5G Uplink Channel Estimation 4 Simulation Results 5 Conclusions References Research on Epidemic Data Sharing Model Based on Cross-Chain Mechanism 1 Introduction 2 System Model Research 2.1 The Overall Design of the System 2.2 Cross-Chain Mechanism Design 3 Conclusion References An Efficient Precoding Design for Massive MIMO Systems Under Channel Impairments 1 Introduction 2 System Model and Linear Quantized Precoding 2.1 System Model 2.2 Linear Quantized Precoder 3 Proposed Channel Estimation Error Prediction Algorithm 3.1 Channel Estimation Error Prediction (EEP) 3.2 Batch Gradient Descent (BGD) 3.3 ZF Precoding Based on Channel Estimation Error Prediction (ZF-PCEEP) 3.4 Analysis of System 4 Simulation 5 Conclusion References Radar Adaptive Interference Suppression Algorithm Based on MVDR 1 Introduction 2 Typical Multi-beamforming Algorithm Based on Smart Array Antenna 2.1 Multi-beamforming Based on LMS Algorithm 2.2 Multi-beamforming Based on RLS Algorithm 2.3 Performance Comparison of Typical Algorithms 3 Extended Multi-beamforming Based on MVDR Criterion 4 Simulation and Performance Analysis 5 Conclusion References Research on Overall Design of Mobile Phased Array Radar for Field Vehicle 1 Introduction 2 Overall Design Content 2.1 Working Mode Design 2.2 Design of Moving Work 2.3 Narrowband Radar Target Classification Design 2.4 Modeling Design 3 Key Technology Analysis 3.1 EMC Design Technology 3.2 Miniaturization, High Efficiency and Low Sidelobe Antenna Technology 3.3 High Reliability Field Vehicle Antenna Array Integration Technology 4 Conclusion References Design of Rate Compatible Spatially Coupled LDPC Codes 1 Introduction 2 SCLDPC Codes 3 Construction of Rate Compatible SCLDPC Codes 4 Threshold Analysis 5 Simulation Results 6 Conclusion References Sensor Path Planning for Target Tracking 1 Introduction 2 DISTRIBUTED TARGET TRACKING ALGORITHM in MWSNs 2.1 Algorithm Flow of the Proposed Method 2.2 Algorithm Details and Related Theories 3 Simulations and Discussions 4 Conclusions References Noncontact Heartbeat Extraction Using UWB Impulse Radar 1 Introduction 2 Vital Signs Model for UWB Impluse Radar 3 Heart Rate Estimation Algorithm 3.1 Preprocessing 3.2 Heart Rate Esimation Algorithm 4 Experiment and Result Analysis 5 Conclusion References Correlation Between Hail Diameter and VILD in Bayannur 1 Introduction 2 Study Area and Data 3 Methodology 3.1 Three-Dimensional Barnes Interpolation 3.2 Radar Derived Parameters 4 Results and Discussion 4.1 Human Evaluated Distribution 4.2 Hail-Pad Evaluated Spectrum 5 Summary References A Method for Damage Assessment of Orbital Targets Based on Radar Detection Information 1 Introduction 2 Outline of Target Damage Features 3 Motion Damage Feature 3.1 Acceleration Change Detection 3.2 Collision Probability 4 Background Plot Damage Feature 5 RCS and HRRP Damage Feature 5.1 Statistics Change Detection 5.2 Modal Change Detection 6 Numerical Results 7 Conclusion References Speech Emotion Recognition Based on Henan Dialect 1 Introduction 2 Establishment of Emotional Database 2.1 Establishment of Speech Library 2.2 Recording Process 3 Principle and Technology of Emotion Recognition 3.1 Basic Principle of Emotion Recognition 3.2 Speech Signal Preprocessing 3.3 K-Nearest Neighbor Algorithm 3.4 Artificial Neural Network 4 Simulation Results 5 Conclusion References Design and Simulation of an Anti-collapse CMUT Structure 1 Introduction 2 The Compatibility Between CMOS and MEMS Technology 2.1 Standard CMOS Process 2.2 The Design of the Air-Coupled CMUT 2.3 The Structure of the Air-Coupled CMUT 3 CMUT Simulation with FEM 3.1 Model Setup 3.2 Stead-State Simulation 3.3 Natural Mode Simulation 4 CMUT Simulation with FEM 4.1 Stead-State Simulation 4.2 Comparison of Transducer Ultrasonic Pressure 4.3 Comparison of Transducer Ultrasonic Pressure in Its Unit 5 Summary References An Efficient Learning Automaton Scheme for Massive-Action Environments 1 Introduction 2 The Proposed Scheme 3 Experimental Results 4 Conclusion References A Descriptor System Approach to Fault Estimation and Compensation for T-S Fuzzy Discrete-Time Systems 1 Introduction 2 Problem Formulation 3 Main Results 4 A Numerical Example 5 Conclusion References Intelligent Water and Fertilizer System Based on NB-IoT 1 Overall Design of the Intelligent Water and Fertilizer System 2 Main Hardware Introduction 2.1 F-S201 Flow Sensor 2.2 HK1100C Pressure Sensor 2.3 NB-IoT Module 3 Intelligent Water and Fertilizer System Design 3.1 Overall Hardware Circuit Schematic Diagram 3.2 Sensors and Other Modules 3.3 NB-IoT Data Transmission Module 4 Results Display 4.1 System Function Design Drawing 4.2 Test Outcome 5 Conclusion References Deep Reinforcement Learning for Multi-user Resource Allocation of Wireless Body Area Network 1 Introduction 2 System Model 3 Deep Q-Network 4 Resource Scheduling Algorithm Proposed 5 Simulation Results 6 Conclusion References Financial Risk Prediction Based on Stochastic Block and Cox Proportional Hazards Models 1 Introduction 2 Stochastic Block Model (SBM) 2.1 SBM Construction 2.2 SBM Prediction for the China Market 2.3 SBM Prediction for the United States Market 3 Cox Proportional Hazard Model (COX) for Survival Analysis 3.1 COX Construction 3.2 COX Analysis 4 Conclusions References Learning Residents' Consumption Structures Based on the ELES Model 1 Introduction 2 Constructing the ELES Model 3 Experiments 3.1 Pre-processing Data 3.2 Marginal Propensity to Consume 3.3 Income Elasticity of Demand 3.4 Price Elasticity of Demand 4 Conclusions and Suggestions References Observer-Based Fault Estimation for Discrete T-S Fuzzy Systems 1 Introduction 2 Problem Formulation 3 Main Results 4 An Example 5 Conclusions References A Simple Design of Microstrip Patch Antenna for WLAN Application Using 5.4 GHz Band 1 Introduction 2 Literature Review 3 Design and Modelling 4 Design Equations 5 Simulation and Result Analysis 6 Conclusion References Estimation of Chlorophyll Concentration for Environment Monitoring in Scottish Marine Water 1 Introduction 2 Methods 2.1 Data Source 2.2 Statistical Analysis 3 Results and Discussion 4 Conclusions References Study on Tunable Frequency Selective Surface Technique 1 Introduction 2 Design of Circular Slot Tunable Frequency Selective Surfaces 3 Analysis of Simulation Results 3.1 Optimize the Performance of the Feed Network 3.2 The Realization of Tunable Working Frequency 4 Conclusion References Miniaturized Tunable Frequency Selective Surface Design 1 Introduction 2 Coupled Frequency Selective Surface Analysis 3 Design of Coupling Tunable MEFSSS 3.1 Analysis of Miniaturization Characteristics 3.2 Angular Stability Analysis 4 Conclusion References Cooperative Routing Algorithm Based on Data Priority 1 Introduction 2 Algorithm Design 3 Simulation Environment 4 Simulation Results 5 Conclusion References Comparison of Walking Structure of High Voltage Line Deicing Robot 1 Introduction 2 Overall Design Scheme 3 Design of Power Line Deicing Robot 3.1 Obstacle Crossing Mechanism Design 3.2 System Design and Module Functions 3.3 Mechanism Design 4 Software Design 5 Conclusion References Study of FlexRay Bus Test Methods 1 Introduction 2 Physical layer test items 2.1 Insertion loss 2.2 Return loss 2.3 Crosstalk 2.4 Characteristic Impedance 2.5 Eye Chart 3 Tester Solutions 3.1 Overall hardware solution 3.2 Overall software solution 3.3 Test verification 4 Summary References Three-Dimensional Measurement Method for Tube's Endpoints Based on Multi-view Stereovision 1 Introduction 2 Fundamental 3 Multivision-Based Measurement for Endpoints 3.1 Centerline Generation 3.2 Endpoint Extraction 3.3 Camera Calibration 3.4 Endpoint Reconstruction 4 Test Results and Analysis 5 Conclusion References Deep Image Classification Model Based on Dual-Branch 1 Introduction 1.1 Background 1.2 Shortages 2 Related Work 3 Method 3.1 Transformer 3.2 Vision-Transformer 3.3 Deep-ViT 3.4 2Deep-ViT 4 Experiments 4.1 Datasets 4.2 Pre-training 4.3 Models 4.4 Results 5 Conclusion References Surface Defect Detection System of Condenser Tube Based on Deep Learning 1 Introduction 2 Related Works 3 Corrugated Condensation Tube Defect Classification Detection System 3.1 The Design of Overall System 3.2 resnet50 3.3 Evaluation Indicators 4 Experiments and Results 4.1 Model Training Process 4.2 Results and Analysis 5 Conclusion References Optimization Technology of Concurrent Routing Transmission in FANET 1 Introduction 2 System Model 2.1 Overview of FANET 2.2 AOMDV Protocol Improvement Method 3 Proposed Method 3.1 Established Model 3.2 Solving Model 4 Simulation and Analysis 4.1 Experiment Environment 4.2 Result Analysis 5 Conclusion References Marker Codes Using the Data Punching in the Presence of Insertions/Deletions 1 Introduction 2 Encoding/Decoding Scheme 2.1 System Model 2.2 Encoding Scheme 2.3 Modified Decoding Scheme 3 Simulation Results 4 Conclusion References The Time Series Data Classification Method Based on Deep Spatial Transformer Network 1 Introduction 2 Spatial Transformer Network 3 The Deep Spatial Transformer Network 4 Experiments 5 Conclusion References Development of Copper Indium Gallium Selenide (CIGS) /Perovskite Laminated Thin Film Solar Cell System and Prospect for Its Typical Application 1 Introduction 2 Characteristics of CIGS /perovskite Laminated Solar Cell System 2.1 The Principle of Improving Photoelectric Conversion Efficiency for Flexible CIGS /perovskite Laminated Solar Cell System 2.2 The Structure Characteristics of CIGS/perovskite Laminated Solar Cell System 3 The Development of CIGS/perovskite Laminated Solar Cell System at Home and Abroad 4 Typical Application Scenarios of CIGS/perovskite Laminated Solar Cell System 4.1 Communication Electronic Devices 4.2 Unmanned Aerial Systems 4.3 Unmanned Water System 5 Conclusion References Subsequent Work of the Anomaly Detection and Fault Determination Engineering Framework: An IMA Core Processing Oriented Safety Assessment Approach Based on the Dynamic Fault Tree Analysis 1 Introduction 2 Background 2.1 Markov State Switching 3 Contributions of Our Work 4 IMA Case Study: The Demonstration of Top Event Probability Calculation 4.1 Dynamic Fault Tree Analysis 5 Future Work References A Method for Improving Accuracy of DeepLabv3+ Semantic Segmentation Model Based on Wavelet Transform 1 Introduction 2 Improve Segmentation Accuracy Based on Wavelet Transform 2.1 Detail Extraction 2.2 Secondary Segmentation 3 Experiment 3.1 Training DeepLabv3+ 3.2 Comparison and Analysis 4 Conclusion References Design of D2D Wireless Communication System Based on ACO-AIA 1 Introduction 2 Algorithm 3 Results 4 Conclusion References Research on Power Conversion Efficiency of Laser Wireless Power Transmission System 1 Introduction 2 Status of Research 2.1 Research Status of Laser Wireless Power Transmission 2.2 Advances in Laser Wireless Power Transfer Conversion Efficiency 3 Experimental Methods 3.1 Experimental Set-Up 3.2 Experimental Conditions 3.3 Experimental Steps 4 Experimental Results and Analysis 5 Conclusion References Synchronization of Complex-Valued SICNNs with Distributed Delays via a Module-phase-type Controller 1 Introduction 2 Preliminaries 3 Main Results 4 Numerical Examples 5 Conclusion References Evaluation System and Data Analysis Method of Low-Temperature Cold Start for Hydraulic Winch Oil 1 Introduction 2 Working Principle of Hydraulic Winch System 3 Overall Design Plan of the Test Bench 4 Ultra-low Temperature Freezing Chamber Sub-system Design 5 Motion Control and Data Acquisition Subsystem 6 Test Bench Testing and Evaluation 6.1 Test Procedure 6.2 Design of Test Conditions 6.3 Analysis of Test Results 7 Conclusion References Primary Battery Electrical Performance Data Collection and Analysis 1 Introduction 2 Test Method 2.1 Test Equipment and Data Acquisition Platform 2.2 Test Objects 2.3 Test Conditions 3 Analysis of the Electrical Performance of Lithium Primary Batteries 3.1 Electrical Performance Analysis of Lithium-Fluorocarbon Batteries 3.2 Electrical Performance Analysis of Lithium-Thiocarbonyl Chloride Batteries 3.3 Electric