
Emerging Trends in Intelligent and Interactive Systems and Applications
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This book reports on the proceeding of the 5th International Conference on Intelligent, Interactive Systems and Applications (IISA 2020), held in Shanghai, China, on September 25-27, 2020. The IISA proceedings, with the latest scientific findings, and methods for solving intriguing problems, are a reference for state-of-the-art works on intelligent and interactive systems. This book covers nine interesting and current topics on different systems' orientations, including Analytical Systems, Database Management Systems, Electronics Systems, Energy Systems, Intelligent Systems, Network Systems, Optimization Systems, and Pattern Recognition Systems and Applications. The chapters included in this book cover significant recent developments in the field, both in terms of theoretical foundations and their practical application. An important characteristic of the works included here is the novelty of the solution approaches to the most interesting applications of intelligent and interactive systems.
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Content
- Intro
- Preface
- Contents
- Analytical Systems
- Consumer's Optimal Decision and the Role of Insurance in the Risk State-An Analytical Perspective Based on the Expected Utility Function
- Abstract
- 1 Introduction
- 2 Overview of Expected Utility Functions
- 2.1 Expression of Expected Utility Function
- 2.2 Expected Utility Functions for Different Risk Preferences
- 3 Analysis of Insurance Decision Based on Expected Utility Function
- 3.1 Simple Insurance Decision Model
- 3.2 Insurance Decision Analysis Based on Expected Utility Function
- 4 Practical Problems in the Application of Insurance: Will it Reduce the Level of Social Welfare?
- 4.1 Impact on Social Welfare of Insurer's Failure to Implement "Fair" Rate
- 4.2 Impact on Personal Utility of Policyholder's Failure to Adopt Full Insurance
- 4.3 Analyzing the Role of Insurance from the Perspective of Expected Utility Function
- 5 Conclusion
- References
- Correlation Analysis of Children's Stroller Information
- Abstract
- 1 Introduction
- 2 Survey Conditions
- 2.1 Personal Information
- 2.2 Respondents Attention
- 2.3 Purchase Channels of Respondents
- 2.4 Considerations of Respondents
- 3 Analysis on Correlation
- 3.1 Characteristics of Consumers and Purchase Channels
- 3.2 Consumers and Their Attention to the Stroller Information
- 4 Conclusion
- Acknowledgements
- References
- Game on the Tacit Collusion of the Telecom Market Under the Full-Business Operating Environment
- Abstract
- 1 Introduction
- 2 Model Assumptions
- 3 Model Analysis
- 3.1 Single Stage Game Model
- 3.2 Infinite Repeated Game Model
- 4 Conclusions and Countermeasures
- 4.1 Conclusions
- 4.2 Suggestion
- References
- Discussion on the Training Mode of Data Capability for Economics and Management Majors
- Abstract
- 1 Introduction
- 2 The Connotation of the Data Capability Concept
- 3 Data Capability Training
- 3.1 Training the Students' Data Thinking Ability
- 3.2 Training the Students' Data Analysis Ability
- 3.3 Training the Students' Data Application Ability
- 4 Establishing an Effective Training Mode of "Data Ability" for Economics and Management Students
- 4.1 Adjustment of Curriculum System
- 4.2 Reform of Teaching Methods
- 5 The Cultivation Effect of Data Capability
- 6 Conclusion
- References
- Research on Service Quality Evaluation System of Automobile Maintenance Enterprises Based on AHP
- Abstract
- 1 Introduction
- 2 Related Research
- 3 Influencing Factors and Main Evaluation Indexes of Service Quality of Maintenance Enterprises
- 4 Service Quality Evaluation of Automobile Maintenance Enterprises Based on AHP
- 4.1 Basic Concepts
- 4.2 Analysis Steps
- 5 Establishment of Evaluation Model
- 6 Model Application
- 7 Conclusion
- References
- A Method of Determining Membership Function in Fuzzy Comprehensive Evaluation
- Abstract
- 1 Introduction
- 2 Membership Function
- 3 Methods and Steps for Determining Membership Function
- 3.1 Preliminary Determination of Membership
- 3.2 Reduce the Slope of the Curve
- 3.3 Reduce the Intersection Area
- 3.4 Determine the Final Membership Function
- 4 Conclusion
- Acknowledgments
- References
- Analysis of Computer Software Technology under Big Data Environment
- Abstract
- 1 Social Problems in Computer Software Technology
- 1.1 The Accuracy of the Information Cannot be Guaranteed
- 1.2 Reliability of Data Transmission
- 1.3 Information Leakage
- 2 Example Analysis of Computer Software Technology in the Context of Big Data
- 2.1 Software Information Collection and Collation
- 2.2 Software Information Storage Technology
- 2.3 Software Information Security Technology
- 3 Conclusion
- References
- Research on ShadowsocksR Traffic Identification Based on Xgboost Algorithm
- Abstract
- 1 Introduction
- 2 Related Work
- 3 Principle of Shadowsocks
- 3.1 Shadowsocks
- 3.2 ShadowsocksR
- 4 Clustering Algorithm and Ensemble Learning
- 4.1 K-Means Clustering Algorithm
- 4.2 Xgboost Ensemble Learning Algorithm
- 5 The Method of Identifying ShadowsocksR
- 5.1 Data Set
- 5.2 Choose of Features
- 5.3 Cluster Analysis
- 6 Experiment and Evaluation
- 7 Conclusion
- References
- Research on the Relevance and VaR of GEM Market Based on Vine Copula
- Abstract
- 1 Introduction
- 2 Model Building
- 2.1 Vine Copula
- 2.2 VaR
- 2.3 Parameter Estimation
- 3 Empirical Research
- 3.1 Descriptive Statistics
- 3.2 Risk Study Based on Vine
- 3.3 VaR
- 4 Conclusion
- References
- Analysis of Internet Public Opinion on "Delayed Retirement Age"-Based on Latent Dirichlet Allocation
- Abstract
- 1 Introduction
- 2 Model Building
- 2.1 Hot Topic Selection and Word Segmentation Processing
- 2.2 Text Tendency Analysis
- 3 An Empirical Analysis of Online Public Opinion
- 4 Conclusion
- Acknowledgments
- References
- Research on Service Evaluation of Automobile Inspection and Testing Based on AHP - Fuzzy Comprehensive Evaluation Method
- Abstract
- 1 Introduction
- 2 Evaluation Index System
- 3 Evaluation Index Weight
- 3.1 Method
- 3.2 Actual Examples
- 4 Fuzzy Comprehensive Evaluation
- 4.1 Evaluation Steps
- 4.2 Actual Example
- 5 Conclusion
- Acknowledgments
- References
- Analysis of Acoustic Features of Mongolian Long Tone
- Abstract
- 1 Introduction
- 2 Overall Energy Distribution
- 2.1 Overall Singing Energy
- 2.2 Overall Reading Energy
- 3 Energy Analysis of the Music Paragraph
- 4 Singing Formant
- Acknowledgments
- References
- Research on the Application of Fine Execution of Big Data Empowering Court
- Abstract
- 1 Introduction
- 1.1 Learning of Domain Knowledge
- 1.2 Cognitive Psychological Calculation
- 1.3 Generalization of the Small Sample Set
- 1.4 Human-machine Cooperation
- 2 Clue Searching of Fusion Track
- 2.1 Activity Tracking of the Executed Person
- 2.2 The Construction of the Clue Mining System
- 3 The Clue Mining of Network Financial Behavior
- 3.1 Hidden Property Discovery Mechanism
- 3.2 Mining Model of Hidden Property
- Acknowledgments
- References
- A Dynamic Correlation Method of Fragmented Web Resources
- Abstract
- 1 Introduction
- 2 Dynamic Correlation Process
- 2.1 Multi-domain Association Ideas
- 2.2 System Structure and Workflow
- 3 Experimental Evaluation
- 3.1 Data Acquisition
- 3.2 Experimental Results
- 4 Conclusion
- Acknowledgments
- References
- A Robust Predictive Current Control for SPMSM Based on Internal Model Disturbance Observer
- Abstract
- 1 Introduction
- 2 Control Strategy of DPCC
- 3 The Design of IMDO
- 4 The New Robust DPCC
- 5 Simulation Results and Analysis
- 5.1 Simulation Conditions
- 5.2 Simulation of RPCC
- 6 Conclusion
- References
- Mathematical Model of Ship Collision Avoidance in Narrow Channel Overtaking Situation
- Abstract
- 1 Introduction
- 2 Safe Distance in Ship Overtaking
- 3 Steering Geometric Model of Collision Avoidance
- 4 Ship Steering Motion Equation
- 5 Computer Experiment
- 6 Conclusion
- Acknowledgments
- References
- Prediction and Analysis of Air Ticket Based on ARIMA Model
- Abstract
- 1 Introduction
- 2 The Process of Establishing ARIMA Model
- 2.1 The Modeling Process is Divided into the Following Three Steps
- 2.2 Model Recognition and Order Determination
- 2.3 Autocorrelation Function
- 2.4 Partial Autocorrelation Function
- 2.5 Parameter Estimation
- 2.6 Akaike Information Criterion (AIC)
- 2.7 Bayesian Information Criterion (BIC)
- 3 Empirical Research
- 3.1 Data Source and Description
- 3.2 Modeling and Prediction
- 4 Summary
- References
- A General Model for Publicly Verifiable Secret Sharing
- Abstract
- 1 Introduction
- 2 A PVSS Model
- 3 PVSS Security
- 4 Advantages
- 5 Conclusion
- References
- Popularity Prediction of Food Safety Internet Public Opinion Using LSTM and Attention Mechanism
- Abstract
- 1 Introduction
- 2 Quantitative Index of Internet Public Opinion Popularity
- 3 Prediction Model of Internet Public Opinion Popularity
- 3.1 Notations and Problem Description
- 3.2 Prediction Model Based on LSTM and Attention Mechanism
- 4 Experiment and Result
- 4.1 Raw Data and Preprocessing
- 4.2 Comparison of Popularity Prediction Models
- 5 Conclusion and Prospect
- Acknowledgments
- References
- A Monitoring Method of Power Wireless Private Network Based on Distributed Big Data Stream Processing
- Abstract
- 1 Introduction
- 2 Anomaly Detection Architecture of Power Wireless Private Network
- 2.1 Data Collection
- 2.2 Data Transmission
- 2.3 Intelligent Operation and Maintenance
- 3 Network State Monitoring Based on Streaming Computing
- 3.1 Storm-Based Streaming Computing Framework
- 3.2 Storm-Based Streaming Computing Framework
- 4 Experiments and Results
- 4.1 Experimental Test Environment
- 4.2 Experimental Data
- 4.3 Analysis of Results
- 5 Summary
- Acknowledgments
- References
- Research on Online Reputation of Goods Based on Emotional Analysis
- Abstract
- 1 Introduction
- 2 Model Construction
- 2.1 Analysis of Influencing Factors
- 2.2 Construction of Online Reputation Model of Commodity Based on Emotional Analysis
- 3 Experimental and Data Analysis
- 4 Conclusion
- Acknowledgments
- References
- Feature Selection Method Based on Chi-Square Test and Minimum Redundancy
- Abstract
- 1 Introduction
- 2 Model Introduction and Algorithmic Process
- 2.1 Chi-Square Test
- 2.2 Minimum Redundancy-Maximum Relevance
- 2.3 Algorithm based on \chi^{2} Test and Minimum Redundancy.
- 3 Numerical Experiments
- 4 Conclusion
- References
- An Approach to Stock Price Prediction Based on News Sentiment Analysis
- Abstract
- 1 Introduction
- 2 Financial News Sentiment Mining Model
- 2.1 Model Structure
- 2.2 Label Generation
- 2.3 Feature Word Mining
- 2.4 Model Training
- 3 Test Results and Evaluation
- 3.1 Experiment Preparation
- 3.2 Experimental Results and Comparison
- 4 Conclusion
- References
- A Stock Prediction Method Based on LSTM
- Abstract
- 1 Introduction
- 2 Structure and Calculation Principle of LSTM
- 3 Stock Price Forecasting Method Based on LSTM
- 3.1 Forecasting Process
- 3.2 Prediction Results and Analysis
- 4 Improved Stock Forecasting Method Based on LSTM
- 4.1 Dimensional Vector Input
- 4.2 Feature Engineering
- 4.3 Emotional Analysis of News
- 5 Conclusion
- References
- Research on DTC Fuzzy PID Control of Permanent Magnet Synchronous Motor Based on SVPWM
- Abstract
- 1 Introduction
- 2 PMSM Mathematical Model and Traditional DTC Control Scheme
- 2.1 Mathematical Model of PMSM in Coordinate System
- 2.2 Principle of Direct Torque Control
- 2.3 PMSM-DTC System Composition
- 2.4 PMSM-DTC System of Simulation
- 2.4.1 Analysis
- 3 Improved PMSM-DTC
- 3.1 PMSM-DTC Based on SVPWM
- 3.2 Fuzzy PID Controller
- 3.2.1 Fuzzy Rule Base
- 3.3 Improved System and Simulation
- 4 Conclusion
- References
- The Research on Stock Price Prediction Based on Machine Learning Model
- Abstract
- 1 Introduction
- 2 Fundamental Methods in Machine Learning
- 2.1 Stock Price Prediction Model
- 3 Stock Price Prediction Method
- 3.1 Assessment Indexes
- 4 Building Prediction Model for Stock Price
- 5 Experiments
- 6 Conclusion
- References
- Research on Evaluation Model and Method of Comprehensive Benefits for Multi-station Integration
- Abstract
- 1 Introduction
- 2 Analysis of Typical Integration Scenarios
- 2.1 The Integration Scenario of Energy Hub
- 2.2 The Integration Scenario of Data Hub
- 2.3 The Integration Scenario of Business Hub
- 3 Analysis of Typical Integration Scenarios
- 3.1 Operation Evaluation
- 3.2 Integration Evaluation
- 3.3 Economic and Social Evaluation
- 3.4 Construction of Evaluation System
- 4 The Evaluation Method of Comprehensive Benefits of MSI
- 5 Evaluation Case of MSI
- 6 Conclusion
- Acknowledgments
- References
- Research on the Teaching Mode of Software Engineering in Colleges and Universities Based on Big Data Analysis
- Abstract
- 1 Introduction
- 2 The Impact of the Development of Big Data Technology on the Software Industry
- 2.1 Impact on Intellectual Property
- 2.2 Impact on Computer Crime
- 3 Teaching Reform Countermeasures of Software Engineering Specialty in Universities Based on Big Data Analysis
- 3.1 Innovate Teaching Content and Cultivate Students' Professional Ethics
- 3.2 Introduce New Teaching Methods and Make Full Use of Online Teaching
- 4 Strengthen School-Enterprise Cooperation and Enhance Students' Practical Ability
- 5 Conclusion
- References
- Application of Information Technology in New Energy Vehicles
- Abstract
- 1 Introduction
- 2 The Significance of Information Technology in the Application of New Energy Vehicles
- 3 Key Points of Application of Information Technology in New Energy Vehicles
- 4 Information Technology Application Measures in New Energy Vehicles
- 4.1 Realize the Intelligence of the Whole Vehicle
- 4.2 Realize Intelligent Driving and Power Control
- 4.3 Realize the Intelligence of Networking
- 4.4 Establish a Monitoring System for Collision Avoidance and Collisions
- 4.5 Developed an Electronic Anti-theft System
- 5 Conclusion
- References
- Application
- Study on the Attention Degree of Consumer Endowments to Children's Clothing
- Abstract
- 1 Foreword
- 2 Survey Conditions
- 2.1 Personal Information
- 2.2 Respondents Attention to Product Information
- 2.3 Purchase Channels of Respondents
- 3 Relevance Analysis
- 3.1 Personal Information with Their Purchase Channels
- 3.2 Personal Information and Their Attention
- 4 Conclusion
- Acknowledgements
- References
- Application-Oriented Talent Cultivation to Meet the Needs of Cross-Border E-Commerce Positions-Take the Customer Service Position as an Example
- Abstract
- 1 The Talent Gap of CBEC and Job Division
- 2 Talent Status of CBEC Customer Service Position
- 2.1 Insufficient Talent Reserves
- 2.2 Incomplete Levels of CBEC Customer Service Talent Structure
- 3 Demands for CBEC Customer Service Position
- 3.1 Business Content Requirements
- 3.2 Ability Requirements
- 3.2.1 Professional Requirements
- 3.2.2 Learning and Innovation Ability
- 3.2.3 Honest and Responsible Working Attitude
- 3.3 Skill Requirements
- 3.3.1 Rich Foreign Trade Professional Skills and Platform Operation Skills
- 3.3.2 Good Foreign Language Communication Skills
- 3.3.3 Practical Skills in Network Technology and Communication Software
- 4 Talent Cultivation for CBEC Customer Service Position
- 4.1 Encourage Practical Skills Training for Customer Service Position in CBEC Entrepreneurship
- 4.2 The Cooperation Between School and Enterprise to Cultivate Talents
- 4.3 Establishing Off-Campus Training Base
- 4.4 Cooperation with Well-Known Companies
- Acknowledgments
- References
- Research and Design of Stream Computing Framework Based on Storm
- Abstract
- 1 Introduction
- 2 Stream Data Characteristics
- 3 The Processing Flow of Stream Calculation
- 4 Difference Between Stream Processing System and Traditional Data Processing System
- 5 Storm Real-Time Computing System Composition
- 6 Storm Operation Mechanism
- 7 Storm Cluster Architecture and Working Mode
- 8 Concluding Remarks
- References
- Research on the Comprehensive Performance Evaluation of Large-Scale Event_Cases of China Chengdu International Intangible Cultural Heritage Festival
- Abstract
- 1 Introduction
- 2 Literature Review and Theoretical Basis
- 2.1 Large-Scale Event
- 2.2 Comprehensive Performance Evaluation of Festival Activities
- 3 Methodology
- 3.1 The Basis for Constructing the Evaluation System
- 3.2 Index Design of the Evaluation System
- 3.3 Questionnaire Design and Formal Survey
- 3.4 Framework of the Evaluation System
- 4 Data Analysis and Findings
- 4.1 Character of Exhibitor
- 4.2 Continuity of Participation
- 4.3 The Aims of Participating in the Inheritance Festival
- 4.4 The Impression on the Image of "Inheritance Festival"
- 4.5 Evaluation of Relevant Aspects of "Inheritance Festival"
- 4.6 Willing to Participate in Chengdu "Inheritance Festival" Successively
- 5 Conclusions and Implications
- Acknowledgments
- References
- Review on the Application of Machine Vision Algorithms in Fruit Grading Systems
- Abstract
- 1 Introduction
- 2 Fruit Grading System
- 2.1 System Construction
- 2.2 Image Processing
- 2.3 Supervised Machine Learning Algorithms
- 2.4 Unsupervised Machine Learning Algorithms
- 2.5 Neural Network and Deep Learning
- 3 Summary and Prospect
- Acknowledgment
- References
- Empirical Investigation on the Construction of E-Government Performance Evaluation Model Based on BSC
- Abstract
- 1 Introduction
- 2 The Theoretical Framework of Balanced Scorecard
- 3 Construction of E-Government Performance Evaluation Model: Balanced Scorecard
- 3.1 Index System
- 3.2 Generation of E-Government Performance Evaluation Model
- 4 Weight Assignment and Prioritization of Evaluation Indicators Based on AHP
- 4.1 Judgment Matrix
- 4.2 Weight Assignment and Consistency Check
- 5 Hierarchical Single Sorting and Total Hierarchical Sorting
- 6 Weight Assignment and Prioritization of E-Government Performance Evaluation Model
- 7 Conclusion and Application
- Acknowledgments
- References
- Analysis the Promotion of Computer to the Development of Garment
- Abstract
- 1 Introduction
- 2 The Clothing Industry has Undergone Tremendous Changes with the Help of Computers
- 2.1 Computers have Changed the Creative Thinking of Clothing Designers
- 2.2 Computers Reduce Manual Labor in the Clothing Industry
- 3 Full Integration of Computer Drawing Software and Clothing Professional Software
- 3.1 Application of PHOTOSHOP Software in Clothing Design
- 3.2 Application of CoreIDRAW Software in Clothing Design
- 4 Conclusion
- References
- Design of Positioning Orientation Movement APP Based on BDS
- Abstract
- 1 Introduction
- 2 Overall Design
- 3 Functional Design
- 3.1 Positioning
- 3.2 Navigation
- 3.3 Monitoring
- 3.4 Activity
- 3.5 User Center
- 4 Conclusions
- References
- A Comparative Study of Yes/No Question Intonation in Chinese and English Speakers
- Abstract
- 1 Introduction
- 1.1 Research Background
- 1.2 Research Questions
- 2 Experiment
- 2.1 Materials
- 2.2 Subjects
- 2.3 Recording Procedure
- 3 Results and Discussion
- 4 Conclusion
- References
- Design of Virtual Training and Maintenance System for Communication Equipment
- Abstract
- 1 Introduction
- 2 Analysis of the Status of Communication Equipment Training and Maintenance
- 3 Design of Virtual Training and Maintenance System for Communication Equipment
- 3.1 System Function Mode Design
- 3.2 System Module Design
- 3.3 System Software Architecture Design
- 4 Conclusion
- References
- The Status and Strategy of Rebuilding the Library Space Under the "Internet+" Environment
- Abstract
- 1 Introduction
- 2 The Status Quo of Library Space Construction Under the Background of "Internet+"
- 2.1 The Rise of "Internet+" Leads the Upgrade of Library Space Technology
- 2.2 The Rise of ''Internet+'' Leads the Transformation of Library Space Structure
- 2.3 The Rise of ''Internet+'' Leads the Change of Library Space Concept
- 3 Reflections on the Reconstruction of Library Space Under the Background of ''Internet+''
- 4 Analysis of the Thinking of Library Space Rebuilding Under the Background of ''Internet+''
- 4.1 The Change of Concept of Library Space Construction
- 4.2 System Upgrade of Library Space Construction
- 4.3 Innovation of Library Space Construction Strategy
- 5 Conclusion
- Acknowledgments
- References
- Research of Blockchain-Based "Edge-Cloud" Collaborative Model, System Architecture and Overall Layout for Railway Application
- Abstract
- 1 Introduction
- 2 Research of Edge Computing Value Model and Influencing Factors
- 2.1 Analytics of Edge Computing Value Model
- 2.2 The Relationship and Influencing Factors Analytics of "Value Efficiency- Response Time"
- 3 The Research of the Connotation, Ability-Based Model and Operating Principle of "Blockchain- Edge- Cloud" Collaboration
- 3.1 The Connotation of "Bionic Functions" -Based "Blockchain-Edge-Cloud" Collaboration
- 3.2 Blockchain- Based "Edge-Cloud" Collaborative Ability-Based Model and Its Operating Principle
- 4 The Research of Blockchain-Based "Cloud- Edge- Terminal" System Architecture for Railway Application
- 5 The Overall Layout of Application Scenarios and Typical Case Study of "Edge- Cloud" Collaboration for Railway Application
- 5.1 Analytics of the Overall Layout of Application Scenarios of "Edge- Cloud" Collaboration for Railway Application
- 5.2 Case Study of "Railway Comprehensive Videos" Based on "Edge-Cloud" Collaboration
- 6 "Edge- Cloud" Collaborative Development Strategy for Railway Application
- Acknowledgments
- References
- Study on the Special Vocalization Characteristics of Mongolian Long Tone
- Abstract
- 1 Introduction
- 2 Research on the Characteristics of Trill
- 2.1 Study on the Acoustic Characteristics of Trill
- 2.2 Voice Characteristics of Tremolo
- 3 Research on the Characteristics of Falsetto Voice
- 3.1 Study on the Acoustic Characteristics of Falsetto Voice
- 3.2 Study on the Voice Characteristics of Falsetto Voice
- 4 Conclusion
- Acknowledgments
- References
- Experimental Study on Citation Tone of Dingxi Dialect in Gansu Province
- Abstract
- 1 Introduction
- 2 Experimental Methods
- 2.1 Pronunciation Partner
- 2.2 Recording Conditions
- 2.3 Data Collection and Analysis
- 2.4 Experimental Materials
- 3 Experimental Results
- 3.1 Fundamental Frequency
- 3.2 Fifth Degree Value
- 4 Conclusion
- Acknowledgments
- References
- The Study on the Role of Phonetic and Shape Information on Mongolian Students' Recognition of a Chinese Word
- Abstract
- 1 Introduction
- 2 Experimental Method
- 2.1 Participants
- 2.2 Experimental Design and Equipment
- 2.3 Experimental Materials
- 2.4 Experimental Procedure
- 3 Conclusion and Analysis
- 3.1 Analysis of Experimental Parameters
- 3.2 Data Analysis of Eye Movement Indicators Under Auditory Activation
- 4 Discussion
- Acknowledgments
- References
- Value Added and Socialized Science Information Service Based on Sci-Tech Novelty Retrieval
- Abstract
- 1 Introduction
- 2 Deficiency of Sci-Tech Novelty Retrieval Work
- 2.1 The Service Content of Sci-Tech Novelty Retrieval is Single
- 2.2 Service Mode Relatively is Passive
- 2.3 The Composite Quality of Novelty Searchers Needs to Be Improved
- 3 Science Information Service Modes
- 3.1 Patent Novelty Search Service
- 3.2 Competitive Intelligence Service
- 3.3 Project Market Forecast
- 3.4 Special Topic Setting Service
- 3.5 SCI Article Submission Service
- 4 Conclusion
- References
- A Secure ECC-Based Authentication Scheme to Resist Replay Attacks for the IoT
- Abstract
- 1 Introduction
- 2 Related Work
- 3 The Proposed Scheme
- 3.1 System Model
- 3.2 Notations
- 3.3 Setup Phase
- 3.4 Authentication Phase
- 4 Security Analysis of the Proposed Scheme
- 4.1 Resistance to Replay Attack
- 4.2 Resistance to Man-in-the-Middle Attack
- 4.3 Provides Mutual Authentication
- 4.4 Provides Confidentiality
- 5 Performance Analysis of the Proposed Scheme
- 5.1 Storage Cost
- 5.2 Computation Cost
- 6 Conclusions
- Acknowledgments
- References
- Application Integration Using Context Model Based on CIM
- Abstract
- 1 Introduction
- 2 The Shortages of CIM Profile and XML
- 3 The Context Model in Application of CIM
- 4 The Context Model Mapping to JSON
- 5 Conculsion
- Acknowledgements
- References
- Analysis of Laser-Induced Saturated Interferences on a Thermal Imager at Different Incident Angles
- Abstract
- 1 Introduction
- 2 Analysis of Laser-Induced On-Axis Interference (a ? 0)
- 2.1 Size of the Interference Laser Spot on the Detector Surface
- 2.2 Imaging Size of the Target
- 3 Analysis of Laser-Induced Off-Axis Interference (a ? 0)
- 3.1 Variation Rule of Laser Power Density on the Focal Plane
- 3.2 Variation Rules of the Interference Laser Spot on the Focal Plane
- 4 Conclusions
- References
- Demand Analysis and Application Prospect of 3D Video Fusion Technology in Waterway Traffic Management
- Abstract
- 1 Introduction
- 2 Related Works
- 2.1 Video Tag Map Method
- 2.2 Video Image Stitching Method
- 2.3 Method for Superimposing Video Image into 3D Scene
- 2.4 Video and 3D Scene Fusion Method
- 3 Three-Dimension Video Fusion Solution for Waterway Traffic Safety Surveillance
- 4 Demand Analysis of Waterway Traffic Management Based on 3D Video Fusion
- 4.1 Features of Waterway Traffic Safety Management Business
- 4.2 Demand Analysis of Waterway Traffic Management for 3D Video Fusion
- 5 Application Prospect of Waterway Traffic Management Based on 3D Video Fusion
- 5.1 Global Monitoring Technology for Large-Scale Water Areas, to Ensure "Fully Visible"
- 5.2 Real-Time Fusion and Display Technology of Multi-source Sensor Information Based on Augmented Reality, to Ensure "Recognizable"
- 5.3 2D/3D Monitoring Association and Collaborative Supervision Technology, to Ensure "Manageable"
- 6 Conclusion and Future Work
- Acknowledgements
- References
- Development Strategies of Tianjin's Cultural and Creative Industry (CCI) Based on the Beijing-Tianjin-Hebei Coordinated Development
- Abstract
- 1 Introduction
- 1.1 A General Introduction About the CCI and Tianjin
- 1.2 The Background of Beijing-Tianjin-Hebei Coordinated Development on CCI
- 2 Review of Related Research
- 2.1 Research on the Concept of CCI
- 2.2 Research on China's CCI
- 2.3 Research on CCI Clusters and Its Relationship with Urban Development
- 3 A SWOT Analysis for Tianjin's CCI Under Beijing-Tianjin-Hebei Coordinated Development
- 3.1 Strengths
- 3.2 Weaknesses
- 3.3 Opportunities
- 3.4 Threats
- 3.5 The SWOT Matrix of Tianjin's CCI
- 4 Development Strategies for Tianjin's CCI Based on the Coordinated Development of Beijing-Tianjin-Hebei
- 4.1 Strategic Positioning
- 4.2 Strategic Objectives
- 4.3 Development Focus
- 5 Conclusion
- Acknowledgements
- References
- Application Research of Interaction Design in Human-Machine Interface of Automobile
- Abstract
- 1 Introduction
- 2 Development Status of Automotive HUD
- 2.1 Market Status Analysis
- 2.2 Analysis of Existing HUD Products
- 3 HUD Design Positioning and Design Goals
- 3.1 Design Positioning
- 3.2 SWOT Analysis
- 3.3 Design Goals
- 4 HUD Gesture Interaction Design
- 4.1 Gesture Interaction Research
- 4.2 Problems with Gesture Interaction
- 4.3 Gesture Summary Analysis
- 5 In Conclusion
- References
- Architecture Design and Application Prospect of Predictive Maintenance Based on Multi-station Integration Edge Computing in Power Field
- Abstract
- 1 Introduction
- 2 Prerequisite Analysis
- 2.1 Key Conditions of Basic Environment
- 2.2 Key Elements of Edge Computing
- 2.3 Predictive Maintenance Key Steps
- 3 Architecture Design
- 3.1 Overall Architecture Design
- 3.2 Edge Computing Architecture Design
- 3.3 Communication Architecture Design
- 3.4 Data Acquisition Architecture Design
- 3.5 Data Processing and Execution Architecture Design
- 3.6 Security Architecture Design
- 4 Application Prospect
- 5 Conclusion
- Acknowledgments
- References
- Application Research of a New Practical Transmission Device
- Abstract
- 1 Introduction
- 2 In Order to Solve the Above Technical Problems, the Utility Model Adopts the Following Technical Solutions
- 3 The Utility Model Has the Following Beneficial Effects: Description of Drawings
- References
- Database Management Systems
- Research on Information Management of Gas Engineering Project in Database
- Abstract
- 1 Introduction
- 1.1 Gas Engineering Characteristics
- 1.2 Current Situation of Project Information Management in Gas Enterprises
- 2 Database Functional Design
- 2.1 Gas Project Management Process
- 2.2 Data Table Design
- 3 Form Design
- 3.1 Login Form Design
- 3.2 Monthly Report Form Design
- 3.3 "Engineering Management" Form Design
- 4 Conclusion
- References
- A New Accountable Data Sharing Scheme
- Abstract
- 1 Introduction
- 2 Severinsen's Scheme
- 3 Our New Accountable Data Sharing Scheme
- 3.1 The Process of Our Scheme
- 3.2 User Offline
- 3.3 Multi-user
- 3.4 Scheme Analysis
- 4 Application on Medical Data Sharing
- Acknowledgement
- References
- The Automated Operation and Maintenance Solution for Cloud Data Centers Based on Multi-station Integration
- Abstract
- 1 Introduction
- 2 Demand Analysis
- 3 Proposed Work
- 3.1 Technology Architecture
- 3.2 Functional Architecture
- 4 Open Research
- 4.1 Security Issues
- 4.2 Load Balancing
- 4.3 Cloud Edge Collaboration
- 5 Conclusion
- Acknowledgments
- References
- Electronics Systems
- Research on Component Level Test System of TCAS Circuit Board Fault Diagnosis System
- Abstract
- 1 Introduction
- 2 Scheme Design of TCAS Circuit Test System
- 3 Hardware Design of Test System
- 4 Software Design of Test System
- 4.1 Software Platform Design
- 4.2 Fault Diagnosis Program
- 5 Concluding Remarks
- Fund Project
- References
- Development of a HoloLens Mixed Reality Training System for Drop-Out Fuse Operation
- Abstract
- 1 Introduction
- 2 Drop-Out Fuse and Its Operation
- 3 A Framework of the Training System
- 3.1 Structure of Drop-Out Fuse
- 3.2 Operation of Drop-Out Fuse
- 4 Development of the Training System
- 4.1 Instructional Design for MR
- 4.2 Technical Design of MR Application
- 4.3 MR Implementation
- 5 Conclusions
- References
- Comparative Study of Theoretical Analysis and Physical Analysis of Single Tube Amplifier Circuit
- Abstract
- 1 Introduction
- 2 Theoretical Analysis
- 2.1 Static Working Point
- 2.2 Dynamic Analysis
- 3 Experimental Analysis
- 4 Physical Analysis
- 5 Conclusion
- References
- Design of the Bus Support Capacitor in Servo Drive Controller Based on PMSM
- Abstract
- 1 Introduction
- 2 Design and Selection of Bus Support Capacitors
- 2.1 Rated Voltage
- 2.2 Capacitance Design
- 2.3 Design of Ripple Current
- 2.4 Design of Stray Inductance
- 3 Test Verification
- 4 Conclusion
- Acknowledgement
- References
- Effect of Distributed Generation Grid-Connection on Line Loss in Low-Voltage Courts
- Abstract
- 1 Introduction
- 2 Influence of Distributed Photovoltaic Access on Line Loss in Low-Voltage Courts
- 2.1 Influence of Different Photovoltaic Operation Modes on Power Flow in Courts
- 2.2 Correction of Calculation Formula of Line Loss Rate in Court After Photovoltaic Access
- 3 Practical Case Analysis
- 3.1 The Surplus of PV Power Generation on the Grid and the Surplus Power is Only Absorbed in the Court
- 3.2 The Surplus of PV Power Generation on the Grid and the Surplus Power is Transferred to Other Courts for Consumption
- 4 Analysis of Other Factors Affecting the Line Loss Rate of Low-Voltage Court with PV
- 5 Conclusion
- References
- Design and Realization of a GNSS Receiver Test Equipment
- Abstract
- 1 Introduction
- 2 Sky-Oriented Positioning Accuracy Test Method
- 3 Online Automatic Test Method of Components Based on Interface Signals
- 4 Fault Diagnosis
- 5 Design of Test Equipment
- 5.1 Overall Design
- 5.2 Hardware Design and Realization
- 5.3 Software System Design
- 6 Conclusions
- References
- Resonance Suppression of Position Servo System Based on Improved Notch Filter
- Abstract
- 1 Introduction
- 2 Mathematical Model of Notch Filter
- 2.1 Analog Notch Filter
- 2.2 Notch Filter Discretization
- 3 Resonance Characteristics Analysis
- 4 Design and Simulation of Improved Notch Filter
- 5 Experimental Verification
- 5.1 Design of Servo Control Algorithm Based on Notch Filter
- 5.2 Experimental Results
- 6 Conclusion
- References
- Design and Implementation of Digital DC Servo System Hardware
- Abstract
- 1 Introduction
- 2 Principle of Speed Regulation of DC Servo System
- 3 System Scheme Design
- 3.1 System Hardware Design
- 3.2 Digital Control Unit Design
- 3.3 Main Circuit Design
- 3.4 Power Drive Circuit Design
- 3.5 Feedback Circuit Design
- 3.6 Protection Circuit Design
- Acknowledgments
- References
- A Small-Scale Current Sensor Scheme of Single-Loop Double-Winding Fluxgate
- Abstract
- 1 Introduction
- 2 Principle Analysis
- 3 Design Scheme
- 3.1 Probe Design
- 3.2 Excitation Signal
- 3.3 Voltage Acquisition and Data Processing
- 4 Experiment and Analysis
- 5 Summary
- References
- ADRC-Based Wind Turbine Pitch Control Strategy
- Abstract
- 1 Introduction
- 2 Model Building of Wind Turbine
- 2.1 Wind Wheel Modeling
- 2.2 Modeling of the Transmission System
- 2.3 Pitch Angle Actuator
- 3 Structure and Composition of ADRC
- 3.1 The Fastest Tracking Differentiator TD
- 3.2 Extended State Observer
- 3.3 State Error Feedback Law
- 4 Design of Variable Pitch ADRC
- 5 Simulation Experiment and Result Analysis
- 6 Conclusion
- References
- Research on Terminal Overvoltage Protection of Direct Drive Permanent Magnet Wind Turbine
- Abstract
- 1 Introduction
- 2 Analysis on the Mechanism of Overvoltage on Generator Side
- 3 Filter Circuit Design
- 4 Simulation Analysis
- 5 Conclusion
- References
- Energy Systems
- Analysis of Vehicle Energy Storage Brake Energy Recovery System
- Abstract
- 1 Introduction
- 2 Current Status of Vehicle Brake Energy Recovery Technology
- 3 The Type of Electric Energy Storage Braking Energy Recovery System
- 4 The Basic Structure of the Electric Energy Storage Braking Energy Recovery System
- 4.1 Energy Conversion Device
- 4.2 Power Storage Device
- 4.3 Electronic Control Device
- 5 Conclusion
- Acknowledgments
- References
- Discussion on Human Body Energy Collection and Power Generation
- Abstract
- 1 Introduction
- 2 The Principle of Friction Nano-generator (TENG)
- 3 The Advantages of Friction Nanogenerator
- 3.1 Protect Non-renewable Resources
- 3.2 Have Economic Value
- 3.3 Protecting the Ecological Environment
- 3.4 Protect the Soil Structure
- 4 Fiber-Based Friction Nanogenerator
- 4.1 Double Helix
- 4.2 Coaxial Core Sheath Structure
- 4.3 Composite Friction Nanogenerator
- 5 Conclusion
- Acknowledgments
- References
- DIY Parallel Corpora for Petroleum Production Engineering and Its Academic Application
- Abstract
- 1 Introduction
- 2 Corpora Resource Acquisition and Corpus Designs
- 3 DIY Corpora Construction of a Methodology
- 4 Academic Application of DIY Parallel Corpora
- 4.1 Parallel Corpora and Translation
- 4.2 Parallel Corpora and Academic Application
- 5 Conclusion
- Acknowledgments
- References
- Two-Speed Pure Electric Vehicle AMT Transmission
- Abstract
- 1 Introduction
- 2 Structure and Working Mode of Electric Gearbox
- 3 Shift Dynamics Analysis
- 3.1 Picking Dynamics Analysis
- 3.2 Dynamic Analysis of the Gear
- 3.3 Dynamic Analysis of Shifting Process
- 4 Design of Permanent Magnet Synchronous Motor Controller
- 4.1 Mathematical Model of Permanent Magnet Synchronous Motor
- 4.2 Fuzzy PI Control System Design
- 5 Simulation Analysis
- 6 Two-Speed AMT Bench Test
- 7 Conclusion
- References
- Study on Urban Energy Internet and Its Influence Factor Analysis Model
- Abstract
- 1 Introduction
- 2 Urban Energy Internet
- 2.1 Research Status at Home and Abroad
- 2.2 The Concept of Energy Internet
- 2.3 Urban Energy Internet
- 3 The Interpretation Structure Model of Urban Energy Internet Influence Factors
- 3.1 The Influence Factor Set of Urban Energy Internet
- 3.2 Expert Experience Model
- 3.3 The Connection Matrix
- 3.4 The Reachability Matrix
- 3.5 Stratifying Each Factor
- 4 Weight Determination of the Influence Factors of Urban Energy Internet
- 5 Examples
- 6 Summary
- References
- Discussion on Safety Performance of Pressure Resistant Fuel Tank
- Abstract
- 1 Introduction
- 2 Material and Structure
- 3 Study on Pressure Alternating Durability Test
- 4 Deformation Test of Constant Temperature and Pressure
- 5 High Temperature Durability and Temperature Cycling Test
- 6 Pressure Relief Performance Test
- 7 Ventilation Performance Test
- 8 Other Performance Requirements
- 9 Study on Explosion Proof Performance of Metal Pressure Resistant Fuel Tank
- 10 Conclusion
- References
- Analysis on Vibration Characteristics of Spring Passive Valve High-Pressure Long-Distance Slime Paste Pipeline Transportation
- Abstract
- 1 Introduction
- 2 Analysis of the Flow State of Slime Paste and Its Pipeline
- 3 Test Platform Operating Conditions
- 4 Pump Commutation Pressure and Vibration Analysis
- 5 Pumping Volume vs. Pipeline Vibration Analysis
- 6 Conclusions
- Acknowledgments
- References
- Intelligent Systems
- Research on Intelligent Fault Diagnosis of Board Circuit Based on Expert Case Reasoning
- Abstract
- 1 Introduction
- 2 Establishment and Addition of Case Library
- 2.1 Representation and Organizational Storage of Cases
- 2.2 Addition of Case Library
- 3 Expert Case Reasoning Mechanism
- 3.1 Workflow Based on Expert Case Reasoning
- 3.2 Case Retrieval
- 4 Application of Case Reasoning System Based on Experts
- 5 Conclusions
- Fund Projects
- References
- Analysis of Key Technical Problems in Internet of Vehicles and Autopilot
- Abstract
- 1 Introduction
- 2 Car Networking and Autonomous Driving
- 3 The Limitations of Car Networking and Autopilot Key Technologies
- 3.1 Wireless Technology Evolution Roadmap Problem
- 3.2 Investment Issues of V2X Technology
- 3.3 G Technical Issues
- 4 5G in the Car Network Automatic Driving Application
- 4.1 Perceptual Step
- 4.2 Decision Steps
- 5 Car Networking and Automatic Driving Need to Be Further Solved
- 5.1 Information Security and Privacy Issues
- 5.2 Hardware Configuration Problem
- 6 Conclusion
- Acknowledgments
- References
- Research and Development Housing Rental System with Recommendation System Based on SpringBoot
- Abstract
- 1 Introduction
- 1.1 Background
- 1.2 Literature Review
- 2 Development Technology and System Architecture
- 2.1 Development Technology
- 2.2 System Architecture
- 2.3 Algorithm Analysis
- 3 System Development
- 3.1 Requirements Analysis
- 3.2 Recommendation Algorithm
- 4 Evaluation and Future Work
- 4.1 Evaluation
- 4.2 Future Work
- Acknowledgments
- References
- Design of Intelligent Recommendation System of Smart Library Under Big Data Environment and Its Application Research in Applied University
- Abstract
- 1 Introduction
- 2 Goal Setting of Intelligent Recommendation System of Smart Library in Big Data Environment
- 3 The Key Problems of Intelligent Library Intelligent Recommendation System Design and Its Application Research in Applied University Under Big Data Environment
- 4 Construction of Intelligent Recommendation System Model of Smart Library Under Big Data Environment
- 5 Conclusion
- References
- A top-N Recommendation Approach Based on Reliable Users
- Abstract
- 1 Introduction
- 2 Reliable Users Selecting
- 3 The Proposed Method
- 3.1 Candidate Recommendation Items' Selection
- 3.1.1 The Selection Method Based on Item Popularity
- 3.1.2 The Selection Method Based on Diversity Recommendation Users
- 3.1.3 The Selection Method Based on User Preferences
- 3.2 TOP-n Recommendation Algorithm
- 4 Experimental Evaluations
- 4.1 Experimental Dataset
- 4.2 Evaluation Metrics
- 4.3 Experimental Results and Analysis
- 4.3.1 Recommendation Recall Analysis
- 4.3.2 Recommendation Robustness Analysis
- 5 Conclusions
- Conflict of Interest
- References
- A Safety Distance Automatic Control Algorithm for Intelligent Driver Assistance System
- Abstract
- 1 Introduction
- 2 Description of the Proposed Safe Distance Control Model
- 3 Performance Study
- 4 Conclusions
- Acknowledgements
- References
- Emotional Cues Recognition in Natural Speech by Chinese Speakers
- Abstract
- 1 Introduction
- 1.1 Research Background
- 1.2 Research Questions
- 2 Experiment
- 2.1 Speakers
- 2.2 Materials
- 2.3 Listeners
- 3 Results and Findings
- References
- Research on Fault Diagnosis Expert System of On-board Radio of a Certain Armored Vehicle Based on CLIPS
- Abstract
- 1 Introduction
- 2 CLIPS-A Language for Creating Expert Systems
- 2.1 CLIPS Overview
- 2.2 Introduction to CLIPS Basic Syntax
- 2.2.1 Custom Template Structure
- 2.2.2 Custom Fact Structure
- 2.2.3 Composition of Rules
- 3 Application of CLIPS for Armored Vehicle Failure Analysis
- 3.1 Model Design
- 3.2 Reasoning Process
- 3.3 Mixed Programming of CLIPS and VC++
- 4 Conclusion
- References
- Research on Course Recommendation System Based on Artificial Intelligence
- Abstract
- 1 Introduction
- 2 Data Preprocessing
- 3 Personalized Data Sets
- 4 Collaborative Filtering Recommendation Algorithm
- 5 Build a Recommendation Model
- Acknowledgments
- References
- Design of ZigBee-Based Control System of Urban Intelligent Street Light
- Abstract
- 1 Introduction
- 2 Overall Design of the System
- 2.1 Overall Idea of the System
- 2.2 System Architecture
- 3 Hardware Design of the System
- 3.1 Communication Module
- 3.2 Sensor Module
- 3.3 Street Light Terminal Module
- 4 Software Design of the System
- 4.1 The Work Flow of the System
- 4.2 Street Light Control Strategy
- 5 Test and Analysis
- 5.1 Test Scheme Design
- 5.2 Test Result Analysis
- 6 Conclusions
- Acknowledgments
- References
- Intelligent University Identity Identification System Based on FaceNet and FSRNet
- Abstract
- 1 Introduction
- 2 Overall System Design
- 2.1 Virtual Sample
- 2.2 Face Rectification
- 2.3 Improved MTCNN Face Detection
- 2.4 Face Recognition and Super-Resolution Reconstruction of Face Image
- 3 Experimental Analysis
- 4 Conclusion
- Acknowledgments
- References
- A Novel Group Key Management Protocol Based on Secure Key Calculation Code
- Abstract
- 1 Introduction
- 1.1 Related Work
- 2 CKC Protocol and Attack
- 2.1 CKC Protocol Description
- 2.2 Attack of CKC
- 3 Our Scheme
- 3.1 Secure Key Calculation Code (SKCC)
- 3.2 Group Construction
- 3.3 Rekeying of New Group Member Joining
- 3.4 Rekeying of a Group Member Leaving
- 3.5 Analysis of Security and Performance
- 4 The Design of "One Message One Key"
- 5 Conclusion
- Acknowledgments
- References
- Personalized Custom Clothing for Intelligent Interaction Design
- Abstract
- 1 Introduction
- 2 Determination of Parameters of Digital Clothing Personalized Customization Platform
- 2.1 Production and Display of Virtual Clothing
- 2.2 Description of the Parameters of the Clothing Customization Platform
- 2.3 Establishment of Virtual Model and Fitness Evaluation
- 3 Design of Intelligent Interactive Platform for Clothing Customization
- 3.1 Work Process
- 3.2 Implementation Model of Personalized Customization Platform Based on Agent Clothing
- 4 Conclusion
- References
- Application of Automatic Text-Classification Algorithm Based on Feature Extraction for Intelligent System of Transportation Knowledge Service
- Abstract
- 1 Introduction
- 2 Related Work
- 3 Algorithm Model
- 3.1 Data Analysis
- 3.2 Building Vocabulary
- 3.3 Identify Keywords
- 3.4 Classification Algorithm
- 4 Development and Application
- 5 Conclusions
- Acknowledgements
- References
- Research on Intelligent Decision Support System Framework for Deep-Sea Emergency Response
- Abstract
- 1 Introduction
- 2 System Design
- 3 Core Technologies
- 3.1 Emergency Situation Analysis
- 3.2 Emergency Assistant Decision-Making
- 4 Conclusion
- Acknowledgments
- References
- An Intelligent TEV Sensor for Partial Discharge Detection of Cable Terminals
- Abstract
- 1 Introduction
- 2 Coupling Module of TEV Sensor
- 3 Signal Processing Circuit
- 4 Wireless TEV Sensor Performance Calibration
- 5 Conclusion
- References
- The Remote Voice Detector Design by a Laser Monitor
- Abstract
- 1 Introduction
- 2 The Principle of Laser Detector
- 3 Design Scheme
- 3.1 Scheme Design of Transmitter
- 3.2 Scheme Design of Receiver
- 4 Hardware Design
- 5 Testing and Analysis
- 6 Conclusion
- Acknowledgements
- References
- GDA-Based Tutor Module of an Intelligent Tutoring System for the Personalization of Pedagogic Strategies
- Abstract
- 1 Introduction
- 2 State of Art About Planning Techniques in ITS
- 3 Goal Driven Autonomy (GDA)
- 4 GDA-based Tutor Module for the Personalized Adaptation of Pedagogic Strategies in ITS
- 5 Illustrative Example
- 6 Conclusions and Future Work
- References
- Automatic Lane Recognition for Surveillance at Road Intersections
- Abstract
- 1 Introduction
- 2 The Proposed Method
- 2.1 Background Modeling
- 2.2 Hough Transform Based Lane Line Detection
- 2.3 Perspective Transformation with Least-Squares Method
- 2.4 Arrow Marking Recognition
- 3 Experiments
- 4 Conclusions
- References
- Network Systems
- A Multi-factor Reputation Evaluation Model of Vehicular Network
- Abstract
- 1 Introduction
- 2 Framework of Vehicles Reputation on IOV
- 2.1 Composition of Evaluation Model
- 2.2 Establishment of Evaluation Model
- 2.3 Composition of Reputation Value
- 2.4 Calculation Parameters
- 3 Conclusion
- Funding
- References
- Design of Network Information System Equipment Health Management Software based on Combat Readiness
- Abstract
- 1 Introduction
- 2 Functional Requirement of Health Management Software of Network Information System based on Combat Readiness
- 2.1 Health Status Analysis
- 2.2 Fault Diagnosis and Location
- 2.3 Residual Life Prediction
- 2.4 Maintenance Decision Support
- 3 Design of Network Information System Equipment Health Management Software Organization Structure based on Combat Readiness
- 3.1 Design Principles
- 3.2 Software Architecture
- 4 The Key Technology for Realization of Network Information System Equipment Health Management Software
- 4.1 Health Assessment Technology
- 4.2 Intelligent Fault Diagnosis Technology
- 4.3 Residual Life Prediction Technology
- 4.4 Condition Based Maintenance Decision Technology
- 5 Conclusion
- References
- A Network Attack Recognition Method Based on Probability Target Graph
- Abstract
- 1 Introduction
- 2 Background
- 3 The Algorithm of Probability Target Graph
- 3.1 Related Definition
- 3.2 Framework of the Algorithm
- Acknowledgments
- References
- A Systematic Review Study on Research Challenges, Opportunities, Threats and Limitations in Underwater Wireless Sensor Networks (UWSNs)
- Abstract
- 1 Introduction
- 2 Relevant Work
- 3 Challenges and Opportunities
- 4 Security Threats
- 4.1 Passive Attacks
- 4.2 Active Attacks
- 5 Research Methodology
- 5.1 Approaches Selection
- 5.2 Research Questions
- 5.3 Search Strategy
- 5.3.1 Search Method
- 5.3.2 Search Terms
- 6 Research Validity and Limitations
- 7 Discussion and Future Topics
- References
- Synchronization Behavior of a Class of Oscillator Networks with Weighting Exponent
- Abstract
- 1 Introduction
- 2 Oscillator Network Model
- 3 Numerical Simulation
- 4 Conclusion
- References
- Impact of Circular Field in Underwater Wireless Sensor Networks
- Abstract
- 1 Introduction
- 2 Background and Significance
- 3 Motivation
- 4 Scheme with Circular Field
- 4.1 Network Model
- 4.2 Energy Consumption Model
- 4.3 Circular Network Field Configuration
- 5 Results Discussion
- 5.1 Network Lifetime and Stability Period
- 5.2 Network Residual Energy
- 5.3 Network Throughput
- 5.4 Mobile Sink Utility Ratio
- 5.5 Dead Nodes
- 6 Conclusion
- 7 Future Work
- References
- Investigation and Design of Multi-wavelength LED Based Optical Communication System
- Abstract
- 1 Introduction
- 2 Relevant Work
- 3 Underwater Communication
- 4 Proposed System
- 5 Experimental Setup
- 6 LEDs Without Collimating Lens
- 7 LEDs with Collimating Lens
- 8 Non-line-of-sight Communication
- 9 Conclusion
- References
- Research on High-Speed Data Acquisition System Based on PCIE
- Abstract
- 1 Introduction
- 2 PCI Express
- 3 System Design
- 3.1 ADC Module
- 3.2 FPGA Timing Control Unit
- 3.3 PCIE Core Module
- 3.4 RXPROC Module
- 3.5 TXPROC Module
- 4 Hardware Driver Design
- 5 Test Results and Analysis
- 5.1 Simulation Test
- 5.2 PC Test
- 5.3 Performance Analysis
- 6 Conclusion
- Acknowledgments
- References
- Impact of Transmission Power Control Mechanism in Underwater Wireless Sensor Networks
- Abstract
- 1 Introduction
- 2 Background and Significance
- 3 Network Design
- 3.1 Network Model
- 3.2 Mathematical Modeling
- 4 Simulation Results
- 4.1 Network Lifetime
- 4.2 Stability Period
- 4.3 Network Residual Energy
- 4.4 Network Throughput
- 5 Conclusion and Future Work
- 6 Future Work
- References
- Design and Implementation of Deep-Sea Emergency Response System
- Abstract
- 1 Introduction
- 2 General Architecture
- 3 Design of Hydro-Meteorological Forecast Subsystem
- 4 Collaborative Search Subsystem
- 5 Target Positioning Subsystem
- 6 Auxiliary Decision-Making Subsystem
- 7 Communication Network Subsystem
- 8 Emergency Response Procedure
- Acknowledgments
- References
- Research on Component Classification Strategy Based on Convolutional Neural Network
- Abstract
- 1 Introduction
- 2 Comparison of Advantages and Disadvantages of Component Classification Technology
- 2.1 Comparison of Artificial Intelligence Methods
- 2.2 Hypertext Method Comparison
- 2.3 Comparison of Information Science Methods
- 3 Research on Construction Classification Strategy Based on Convolutional Neural Network
- 3.1 Convolutional Neural Network
- 3.2 Construction Classification Algorithm Based on Convolutional Neural Network
- 4 The Conclusion
- Acknowledgments
- References
- Research on Multi-label Clothing Image Classification Based on Convolutional Neural Network
- Abstract
- 1 Introduction
- 2 Related Technologies and Theories
- 2.1 The Principle of Convolutional Neural Network
- 2.2 Deep Learning Framework
- 3 Experimental Design and Result Analysis
- 3.1 Dataset
- 3.2 The Network Architecture for Multi-label Classification
- 3.3 Results and Discussion
- 4 Conclusion
- Acknowledgments
- References
- Partition-Based Energy Efficient Routing Protocol for Wireless Sensor Networks
- Abstract
- 1 Introduction
- 2 Proposed Protocol
- 3 Simulations and Discussion
- 4 Conclusion
- Acknowledgments
- References
- Design of Remote Control Signal Hijacking Device Based on Microcomputer System
- Abstract
- 1 Introduction
- 2 System Design Layout and the Basic Principle
- 2.1 Transmission Principle
- 2.2 Reception Principle
- 3 The System Hardware Design
- 4 System Software Design
- 5 Testing and Analysis
- 6 Conclusion
- Acknowledgements
- References
- Design and Implementation of Simple Radio Signal Transmitter
- Abstract
- 1 Introduction
- 2 System Design Layout
- 3 Practical Circuit
- 3.1 Radio Signal Transmitter Circuit
- 3.2 Pre-audio Amplifier Circuit
- 3.3 Rear Radio Frequency Circuit
- 4 Testing and Analysis
- 5 Conclusions
- Acknowledgements
- References
- Multi-station Integration-Based Coordinated Control for Voltage Support in Active Distribution Network
- Abstract
- 1 Introduction
- 2 Analysis of the Influence of Integrated Station on Voltage
- 2.1 Analysis of the Influence of Access Position on Voltage Regulation
- 2.2 Sensitivity Analysis of Access Capacity to Voltage Regulation
- 3 Distributed Voltage Control Method
- 3.1 Node Topology Information Model
- 3.2 Adaptive Voltage Control Method
- 3.3 Expanded Voltage Distributed Control Method
- 3.4 Distributed Voltage Control Process
- 4 Simulation Analysis
- 5 Conclusion
- Acknowledgments
- References
- Optimization Systems
- Scheme to Optimize and Improve the Stepped Structured Sleeve Hydraulic Cylinder
- Abstract
- 1 Introduction
- 2 Analysis of the Advantages, Disadvantages and Processing Problems of the Current Stepped and Through Structure Sleeve Hydraulic Cylinders
- 3 Stepped Structured Sleeve Hydraulic Cylinder Optimization and Improvement Scheme and Processing Technology Design
- 4 Conclusion
- References
- Optimization Algorithm of Pigeon Flight Path Location Based on Least Square
- Abstract
- 1 Introduction
- 2 The Problem of Pigeon Flight Path Location
- 3 The Basic Idea of Location Optimization Algorithm Based on Least Square
- 4 Algorithm Description
- 4.1 Location Algorithm Based on Ranging
- 4.2 Location Algorithm Based on RSSI (Rreceived Signal Strength Indicator)
- 4.3 Optimization Algorithm for Mobile Target
- 5 Simulation Verification
- 6 Conclusion
- Acknowledgments
- References
- Multi-colony Ant Algorithm Applied to the Yangtze Gorges Ship Lock Arrangement Optimization
- Abstract
- 1 Introduction
- 2 Influencing Factors Analysis of Ship Lock Navigable Capacity
- 3 Determination of the Parameter Gi and the Ship Lock Arrangement Problem Posing
- 4 Multi-colony Ant Algorithm for the Ship Lock Arrangement
- 4.1 Description of This Algorithm
- 4.2 Parameters
- 4.3 Computational Results
- 5 Conclusions
- Acknowledgment
- References
- Infrared and Visible Image Fusion Based on Multi-scale Decomposition and Gradient Optimization
- Abstract
- 1 Introduction
- 2 The Proposed Method
- 2.1 Image Decomposition
- 2.2 The Base Layer Fusion Method
- 2.3 The Detail Layer Fusion Method
- 2.4 Objective Performance Evaluation
- 3 Experiment Result
- 4 Conclusion
- Acknowledgments
- References
- Novel Bayesian Network Incremental Learning Method Based on Particle Swarm Optimization Algorithm
- Abstract
- 1 Introduction
- 2 A BPSO-Based Incremental Learning of Bayesian Network
- 2.1 Bayesian Network Coding
- 2.2 BIC Scoring Function
- 2.3 Algorithm Framework
- 3 Experimental Results and Analysis
- 3.1 The Effect of Random Perturbation on Network Learning
- 3.2 The Influence of the Number of Particles on the Effect of Network Learning
- 4 Conclusions and Future Works
- Acknowledgments
- References
- Feed Formulation Cost Optimization Based on the Improved Genetic Algorithm
- Abstract
- 1 Feed Formulation and Genetic Algorithm
- 2 Genetic Algorithm
- 2.1 Data Coding
- 2.2 Generation of Initial Population
- 2.3 Fitness Calculation
- 2.4 Selection
- 2.5 Crossover
- 2.6 Mutation
- 2.7 Iterative Reproduction
- 2.8 Final Selection
- 3 Improved Genetic Algorithm
- 3.1 Data Encoding
- 3.2 Generation of Initial Population
- 3.3 Fitness Calculation
- 3.4 Selection
- 3.5 Crossover
- 3.6 Mutation
- 3.7 Iterative Reproduction
- 3.8 Final Selection
- 4 Parameter Configuration and Core Code of the Improved Genetic Algorithm
- 4.1 Parameter Configuration
- 4.2 Gauss Mutation Core Code
- 5 Simulation Experiment
- 6 Conclusion
- 7 Problems and Prospects
- References
- Vehicle Disposition and Routing Optimization of Reverse Logistics Based on Improved Genetic Algorithm
- Abstract
- 1 Introduction
- 2 Methodology
- 2.1 Model Analysis
- 2.2 Reverse Logistics Vehicle Configuration and Path Optimization Model
- 3 Genetic Algorithm
- 3.1 Initial Distribution Plan
- 3.2 Initial Population
- 4 Results
- 5 Conclusion
- Acknowledgments
- References
- Pattern Recognition Systems
- Two-Stage Fusion of Local Binary Pattern and Discrete Cosine Transform for Infrared and Visible Face Recognition
- Abstract
- 1 Introduction
- 2 The Proposed Method
- 2.1 Uniform LBP
- 2.2 Discrete Cosine Transform for Features Extraction
- 2.3 The Two-Stage Fusion Strategy
- 3 Experimental Results and Analysis
- 4 Conclusions
- Acknowledgments
- References
- Illustration and Identification of Skin Lesions in Dermoscopic Dataset Using Pattern Recognition Techniques
- Abstract
- 1 Introduction
- 1.1 Background and Significance
- 1.2 Proposed Scheme
- 2 Methodology
- 2.1 Dataset
- 2.2 Pre Processing
- 2.3 Segmentation
- 2.4 Features Extraction
- 2.5 Classification and Recognition
- 3 Experimental Results
- 4 Discussion and Conclusion
- References
- Cartoon Zero-Watermark Method Based on Edge Contourlet Feature and Visual Cryptography
- Abstract
- 1 Introduction
- 2 Research on Related Technology
- 2.1 Contourlet Transform
- 2.2 Visual Cryptography
- 3 The Zero-Watermark Algorithm Design
- 3.1 Zero-Watermark Construction Algorithm
- 3.2 The Zero-Watermark Extraction Algorithm
- 4 Experimental Results and Analysis
- 4.1 Zero-Watermarking Uniqueness Verification
- 4.2 Attack Experiments
- 4.3 Algorithm Performance Comparison
- 5 Conclusion
- Acknowledgments
- References
- Removing Cloud from Remote Sensing Digital Images Based on Anisotropic Kernel Function
- Abstract
- 1 Introduction
- 2 Anisotropic Kernel Function
- 3 Experiments of Removing Cloud
- References
- Author Index
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