Emerging Trends in Intelligent and Interactive Systems and Applications: Proceedings of the 5th International Conference on Intelligent, Interactive Systems and Applications (IISA2020)

✍ Scribed by Madjid Tavana, Nadia Nedjah, Reda Alhajj

• Publisher: Springer International Publishing
• Year: 2021
• Tongue: English
• Leaves: 1007
• Series: Advances in Intelligent Systems and Computing
• Edition: 1
• Category: Library

✦ Synopsis

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.

✦ Table of Contents

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