Advanced Hybrid Information Processing

Name: Advanced Hybrid Information Processing | 5th EAI International Conference, ADHIP 2021, Virtual Event, October 22-24, 2021, Proceedings, Part I
Brand: Springer
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5th EAI International Conference, ADHIP 2021, Virtual Event, October 22-24, 2021, Proceedings, Part I

Shuai Liu Xuefei Ma(Herausgeber*in)

Springer (Verlag)

Erschienen am 18. Januar 2022

XX, 734 Seiten

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978-3-030-94551-0 (ISBN)

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Inhalt

Intro
Preface
Organization
Contents - Part I
Contents - Part II
Intelligent Algorithms in Complex Environment
Human Physiological Behavior Understanding and Parameter Tracking Based on Complex Network Theory
1 Introduction
2 Analysis of Structural Characteristics of Complex Network Theory
2.1 Overview of Complex Network Theory
2.2 Statistical Properties of Complex Networks
2.3 Node Correlation Degree Central Index
3 Human Physiological Behavior Understanding and Parameter Tracking Method
3.1 Human Skeleton Modeling
3.2 Multi-Scale Feature Extraction
3.3 Parameter Tracking Behavior Recognition
4 Comparative Experimental Analysis
5 Conclusion
References
Design of Fractal Image Coding Compression and Transmission Model Based on Wavelet Transform
1 Introduction
2 Fractal Image Coding and Compression Based on Wavelet Transform
3 Fractal Transmission Model Based on Wavelet Transform
4 Experimental Study
5 Conclusion and Prospect
References
Research on Intelligent Retrieval Model of Multilingual Text Information in Corpus
1 Introduction
2 An Intelligent Retrieval Model of Multilingual Text Information in Corpus
2.1 Corpus Multilingual Text Information Feature Collection
2.2 Corpus Multilingual Text Information Evaluation Algorithm
2.3 Realization of Multilingual Information Retrieval in Corpus
3 Analysis of Results
4 Concluding Remarks
References
The Dynamic Monitoring System of Document Bibliography Information Based on Wireless Communication
1 Introduction
2 Literature Bibliographic Information Dynamic Monitoring System
2.1 The Hardware Configuration of the Dynamic Monitoring System for Bibliographic Information
2.2 Literature Bibliographic Information Dynamic Monitoring System Software Function
2.3 Realization of Dynamic Monitoring of Bibliographic Information
3 Analysis of Results
4 Conclusion and Outlook
References
The Method of Anomaly Location Data Recognition Based on Improved YOLO Algorithm
1 Introduction
2 Research on Anomaly Location Data Recognition Method Based on Improved YOLO Algorithm
2.1 Design of Improved YOLO Algorithm
2.2 Noise Reduction for Abnormal Data Location
2.3 Design of Exception Location Data Recognition Based on Improved YOLO Algorithm
3 Experimental Research
3.1 Preparation of the Experiment
3.2 Performance Test for Algorithm
4 Conclusion
References
A Factor Graph-Based Attitude Determination Approach for Microsatellite with Star Sensor and Gyros
1 Introduction
2 Factor Graph
2.1 Factor Graphs Theory
2.2 Formulations of Factor Graphs
3 Modeling of Mircosatellite Attitude Determination System
3.1 Modeling of Star Sensor Measurement
3.2 Modeling of Gyro Measurement
3.3 Modeling of Satellite Attitude Determination System
4 Smoothing Optimization
5 Simulation Results
6 Conclusion
References
Research on Tunable Laser Temperature Measurement Method Based on Spectral Absorption
1 Introduction
2 Design of Tunable Laser Temperature Measurement Method
2.1 Classification of Gas Molecules
2.2 Set Absorption Line Broadening Based on Spectral Absorption
2.3 Design of Tunable Laser Temperature Measurement Scheme
2.4 Building the Measurement Model of Gas Concentration and Temperature Field
3 Experimental Study
3.1 Experimental Preparation
3.2 Test Results at -70 ?
3.3 Test Results at 210 ?
4 Conclusion
References
Thermal Zero Drift Compensation of Pressure Sensor Based on Data Mining and BP Neural Network
1 Introduction
2 Research on Compensation Algorithm for Thermal Zero Drift of Pressure Sensor
2.1 Analyze the Characteristics of the Thermal Zero Drift of the Pressure Sensor Through Data Mining
2.2 Analysis of Hysteresis and Nonlinear Characteristics of Pressure Sensors Through Data Mining
2.3 BP Neural Network Algorithm Introduction
2.4 Design of Thermal Zero Drift Compensation Algorithm
3 Simulation Experiment and Result Analysis
3.1 Simulation Experiment Data Acquisition and Experiment Preparation
3.2 Analysis of Results
4 Conclusion
References
Clustering Mining Method of College Students' Employment Data Based on Feature Selection
1 Introduction
2 Research on Clustering Mining Method of College Students' Employment Data
2.1 Data Analysis of College Students' Employment
2.2 Data Preprocessing of College Students' Employment
2.3 Data Feature Selection
2.4 Implementation of Data Clustering Mining
3 Experiment and Result Analysis
3.1 Construction of Hadoop Platform
3.2 Experimental Data Preparation
3.3 Analysis of Experimental Results
4 Conclusion
References
High Precision Recognition Method of Basketball Dribbling Posture Based on Lightweight RFID Mobile Authentication Protocol
1 Introduction
2 Design of High Precision Recognition Method for Basketball Dribble Attitude Based on Lightweight RFID Mobile Authentication Protocol
2.1 Image of Basketball Dribble
2.2 Preprocessed Basketball Dribble Attitude Image Data
2.3 Recognition of Basketball Dribble Attitude
3 Experiment and Analysis
3.1 Preparation of the Experiment
3.2 Distance Recognition Accuracy Test
3.3 Precision Testing for Angle Recognition
4 Conclusion
References
A Dynamic Monitoring Method for Marathon Athletes Based on Wireless Sensor Network
1 Introduction
2 Dynamic Monitoring of Physical Fitness of Marathon Runners
2.1 Evaluation Index of Athlete's Athletic Fitness
2.2 Structural Elements of Dynamic Detection in Physical Fitness Training
3 Dynamic Monitoring of Physical Fitness of Marathon Runners Based on Wireless Sensor Network
3.1 Athlete Fitness Data Collection
3.2 Construction of Physical Fitness Monitoring System
4 Analysis of Experimental Results
5 Concluding Remarks
References
Research on Key Technologies of Analysis of User Emotion Fluctuation Characteristics in Wireless Network Based on Social Information Processing
1 Introduction
2 Key Technologies for Analyzing User Emotion Fluctuation Characteristics in Wireless Networks
2.1 Collection of Emotion Fluctuation Characteristics of Wireless Network Users
2.2 The Relationship Between Interest and Passion of Wireless Network Users
2.3 Realization of User Emotion Fluctuation Characteristic Analysis
3 Analysis of Experimental Results
4 Conclusion and Prospect
References
Variable Bandwidth Receiving Method of Civil Aircraft Radar Signal Based on FPGA Technology
1 Introduction
2 Variable Bandwidth Receiving Method of Civil Aircraft Radar Signal Based on FPGA Technology
2.1 Continuous Wave of FM Civil Aircraft Radar Signal
2.2 Feature Extraction of Variable Wideband Radar Scattering Surface
2.3 Using FPGA Technology to Divide Digital Channel
2.4 Setting Variable Broadband Receiving Module
3 Experimental Study
3.1 Experimental Preparation
3.2 Experimental Result
4 Conclusion
References
Recognition of Aerobics Movement Posture Based on Multisensor Movement Monitoring
1 Introduction
2 Design of Exercise Posture Recognition Method Based on Multisensor Mobile Monitoring
2.1 Multi-sensor Based Data Acquisition for Aerobics Posture
2.2 Sample Data Preprocessing
2.3 Feature Extraction of Aerobics Posture Data
2.4 Build a Multi-level Attitude Recognition Algorithm
3 Experiment
3.1 Experimental Environment and Methods
3.2 Comparison Results of Posture Recognition in Aerobics
4 Concluding Remarks
References
A Real-Time Detection Algorithm for Abnormal Users in Multi Relationship Social Networks Based on Deep Neural Network
1 Introduction
2 Real Time Detection Algorithm for Abnormal Users in Multi Relational Social Networks Based on Deep Neural Network
2.1 Setting up a Multi Relationship Social Gathering Model
2.2 Using Deep Neural Network to Create Abnormal Node Set of Suspicious Network
2.3 Complete the Construction of Detection Algorithm
3 Simulation Experiment
3.1 Experimental Data Set Preparation
3.2 Results and Analysis
4 Conclusion
References
Research on Personalized Recommendation Algorithm Based on Mobile Social Network Data
1 Introduction
2 Personalized Recommendation Algorithm Based on Mobile Social Network Data
2.1 Classification of Mobile Social Network Users
2.2 Mining the Association Rules Between Users and Service Needs
2.3 Building a Personalized Recommendation Algorithm
3 Experimental Research
3.1 Perceptual Recognition Performance Test
3.2 Recommended Effect Test
4 Concluding Remarks
References
Building Construction Information Real-Time Sharing Method Based on 3D Scanning Technology and Social Network Analysis
1 Introduction
2 Method of Real-Time Sharing of Construction Information
2.1 Building Construction Information Processing Algorithm Based on 3D Scanning Technology
2.2 Building Construction Information Sharing Model Based on Social Network
2.3 Realization of Real-Time Sharing of Construction Information
3 Analysis of Experimental Results
4 Conclusion and Outlook
References
A Mining Algorithm for Relevance of Business Administration Based on Complex Social Information Network
1 Introduction
2 Algorithm for Mining Association of Business Administration Behaviors
2.1 Feature Mining Algorithm for Business Administration
2.2 Feature Association Algorithm for Business Administration
2.3 Realization of Business Administration Behavior Relevance Mining
3 Analysis of Experimental Results
4 Closing Remarks
References
Classification Method of Regional Differentiation Characteristics of Enterprise Management
1 Introduction
2 Classification of Regional Differentiation of Business Administration
2.1 Investigation on Regional Differentiation of Business Administration
2.2 Optimization of Evaluation Algorithm for Regional Differentiation Situation Characteristics of Business Administration
2.3 The Realization of the Classification of the Characteristics of Regional Differentiation in Business Administration
3 Analysis of Experimental Results
4 Conclusion
References
Research on Price Stickiness of Consumer Goods Based on Real-Time Social Information Flow
1 Introduction
2 Price Stickiness Adjustment of Consumer Goods Based on Real-Time Social Information Flow
2.1 Analysis of Consumer Price Stickiness Data
2.2 Establishing Evaluation Indexes for Price Stickiness Level of Products
2.3 Estimation of Consumer Price Stickiness Based on Real-Time Social Information Flow
2.4 Adjusting the Stickiness of Consumer Goods
3 Experimental Analysis
4 Conclusion
References
An Algorithm of Employment Resource Allocation for College Students Based on Social Network Mining
1 Introduction
2 The Algorithm Design of Employment Resource Allocation for College Students Based on Social Network Mining
2.1 Building an LTE System
2.2 LTE Interference Suppression
2.3 Building a Resource Allocation Model
2.4 Evaluation of State Value
2.5 Allocation Algorithm of Employment Resources for College Students
3 Experimental Test
3.1 Experimental Environment
3.2 Simulation Experiment Process
3.3 Analysis of Experimental Results
4 Concluding Remarks
References
An Improved Mobilenetv3-Yolov5 Infrared Target Detection Algorithm Based on Attention Distillation
1 Introduction
2 The Improved Mobilenetv3-Yolov5
2.1 Infrared Feature Analysis
2.2 The Improved Mobilenetv3
3 Recurrent FPN-PAN
3.1 Multi-scale Feature Fusion Problem
3.2 FPN and PAN
3.3 Recurrent FPN-PAN
4 Attention Distillation
5 Experiments
5.1 Introduction to the Data Set and Experimental Platform
5.2 Experimental Setup
5.3 Embedded Platform Experiment
6 Conclusion
References
A Novel Method of Combined Window Function Construction Filter Applied to F-OFDM System
1 Introduction
2 System Model
2.1 F-OFDM System Model
2.2 Functional Model with Less Energy Leakage
3 Constraints and Numerical Simulation
3.1 Restrictions
3.2 Numerical Simulation
4 Performance Analysis of F-OFDM System Under Different Filters
4.1 Combination of Optimized Pulse and Traditional Pulse
4.2 Frequency Domain Performance of Filter
5 Conclusions
References
Passive Electromagnetic Field Positioning Method Based on BP Neural Network in Underwater 3-D Space*-8pt
1 Introduction
2 Forward Model Derived from Theory
3 Data Preprocessing
3.1 Acquisition of Training Samples
3.2 De-redundancy and Generalization of Training Set
3.3 Weight Factors
4 Inversion Model Trained by BP Neural Network
4.1 Passive Electric Field Positioning Model (E-model) and Passive Magnetic Field Positioning Model (H-model)
4.2 Positioning Method Combining E-Model and H-Model
5 Simulation
6 Conclusion
References
Optimization of Cross-border E-commerce Marketing Strategy During the Pandemic
1 Introduction
2 Analysis on the Current Situation and Problems of Marketing
3 New Trend of Cross-border E-commerce
4 Optimization of Cross-border E-commerce Marketing Strategy During the Pandemic
4.1 Product Strategy Optimization
4.2 Marketing Channel Strategy Optimization
4.3 Brand Strategy Optimization
5 Guarantee for the Implementation of Cross-border E-commerce Marketing Strategy
5.1 Establish the Management System of Product Development Oriented by User's Demand
5.2 Improve Human Resource Management Structure
5.3 Optimize Operation Structure
5.4 Strengthen the Management of Logistics Supply Chain
5.5 Optimize Capital Management
6 Conclusion
References
Deep Residual Network with Transfer Learning for High Spatial Resolution Remote Sensing Scenes Classification
1 Introduction
2 Theoretical Basis
2.1 CNNs
2.2 ResNet50 and DRN
2.3 Transfer Learning
3 The Proposed HSSRS Classification Based on DRN and Transfer Learning
3.1 The Structure of TL-DRN
3.2 The Method of TL-DRN Training
3.3 Loss Function
3.4 Evaluation Index of Experimental Results
4 Experimental Results
4.1 Data Description
4.2 Experiments Setting
4.3 Experimental Results
5 Conclusion
References
Research on E-commerce Logistics Transportation Route Planning Method Based on Recurrent Neural Network
1 Introduction
2 Research on E-commerce Logistics Transportation Route Planning Method Based on Recurrent Neural Network
2.1 Use Recurrent Neural Network to Extract E-commerce Logistics Features
2.2 Set Up a Nearby Search Mechanism for Transportation Routes
2.3 Constructing Numerical Relations of Cost Constraints for Transportation Routes
2.4 Realize Transportation Route Planning
3 Simulation
3.1 Experiment Preparation
3.2 Results and Analysis
4 Concluding Remarks
References
Has the Construction of the Guangdong-Hong Kong-Macao Greater Bay Area Promoted Outward FDI from Provinces Along the Route?-Empirical Analysis Based on the DID Method
1 Introduction
2 Review of the Literature
3 Research Design
3.1 Model Setting: Double Difference Method
4 Results of the Empirical Analysis
5 Conclusions and Insights
References
Key Technology of Offshore Small Buoy Deployment Based on Bayesian Network
1 Introduction
2 Key Technology for the Deployment of Offshore Small Buoys
2.1 Placement of Small Offshore Buoys
2.2 Analysis of the Errors in the Placement of Small Buoys in Offshore
2.3 Optimization of the Deployment Method of Small Buoys
3 Analysis of Results
4 Concluding Remarks
References
Research on WiFi Indoor Positioning Error Correction Method Based on Adaptive Genetic Algorithm
1 Introduction
2 WiFi Indoor Positioning Error Correction Method
2.1 Wireless WiFi Indoor Positioning Technology
2.2 Wifi Indoor Positioning Error
2.3 Wifi Indoor Positioning Error Correction
3 Analysis of Results
4 Conclusion
References
AI System Research and Model Design
Minimum Redundancy Distributed Storage System of Enterprise Financial Information Based on Fuzzy Control
1 Introduction
2 Hardware Design of Distributed Storage System
2.1 Design Storage Control Board
2.2 Construction of Information and Data Acquisition Circuit
3 Software Design of Distributed Storage System
3.1 Using Fuzzy Control to Deal with Minimum Redundant Information
3.2 Storage Function Realization
4 Simulation
4.1 Experiment Preparation
4.2 Structure and Analysis
5 Conclusion
References
Design of Abnormal State Monitoring System for Multi-channel Transmission of Social Network Information
1 Introduction
2 Multiplex Transmission Process Abnormal State Monitoring System
2.1 Hardware Structure of Multiplex Transmission Process Abnormal State Monitoring System
2.2 Optimization of Software Function of Multiplex Transmission Process Abnormal State Monitoring System
2.3 Implementation of Abnormal State Monitoring in Multiplex Transmission Process
3 Analysis of Experimental Results
4 Conclusion and Outlook
References
Construction of Digital Communication Platform of Yellow River Culture Based on Multimedia Communication
1 Introduction
2 Construction of Digital Communication Platform of Yellow River Culture Based on Multimedia Communication
2.1 Platform Construction Goals
2.2 Constructing the Digital Communication Platform Architecture of the Yellow River Culture
2.3 Establishing Platform Control Terminal Based on Multimedia Communication
2.4 Optimize the Communication Process of the Digital Communication Platform
2.5 Constructing Hierarchical Mechanism of SIP Communication Protocol
2.6 Data Storage Platform Optimization Algorithm
3 Experiment and Analysis
3.1 Experimental Preparation
3.2 Experimental Result
4 Concluding Remarks
References
Research on the Modeling of Regional Cultural Transmission Rate in Mobile Social Network Environment
1 Introduction
2 Modeling of Regional Culture Transmission Rate
2.1 Characteristics of Regional Cultural Information Based on Multimedia
2.2 Regional Culture Communication Model
2.3 The Realization of Regional Culture Communication
3 Analysis of Experimental Results
4 Concluding Remarks
References
Design of Cold Chain Logistics Information Real Time Tracking System Based on Wireless RFID Technology
1 Introduction
2 Key Technologies of Cold Chain Logistics Information Real Time Tracking System
2.1 Satellite Positioning Technology
2.2 RFID Technology
2.3 GPRS Wireless Communication Technology
3 Framework of Cold Chain Logistics Information Real Time Tracking System
4 System Hardware Design
4.1 MCU Processor
4.2 GPS Module Hardware
4.3 DHT11 Temperature and Humidity Sensor
4.4 Wireless RFID Reader
4.5 GPRS/ GSM Hardware
5 System Function Design
5.1 Logistics Information Collection Function
5.2 Information Tracking Management Function
5.3 Real Time Monitoring and Management Function of Refrigerated Vehicle
6 System Test and Analysis
6.1 Test Environment
6.2 Vehicle Tracking Test
6.3 Real Time Monitoring Test
6.4 Information Collection Test
7 Conclusion
References
Design of Human Resource Big Data Parallel Classification System Based on Social Information Cognitive Model
1 Introduction
2 Hardware System Design of Human Resource Big Data Parallel Classification
2.1 Parallel Processor
2.2 Analog to Digital Converter
2.3 Human Resource Data Storage
2.4 Wireless Communication Network
2.5 Component Chip Selection
3 Database Design of Human Resource Big Data Parallel Classification System
4 Software Design of Human Resource Big Data Parallel Classification System
4.1 Constructing the Cognitive Model of Social Information
4.2 Real Time Access to Human Resource Data
4.3 Human Resource Big Data Processing
4.4 Extracting Human Resource Data Features
4.5 Realize the Parallel Classification Function of Human Resource Big Data
5 System Test
5.1 System Test Environment
5.2 Describe the Test Data Set
5.3 System Test Process
5.4 System Test Results
6 Conclusion
References
Speech Signal Feature Extraction Method of Tibetan Speech Synthesis System Based on Machine Learning
1 Introduction
2 Speech Signal Feature Extraction Method for Tibetan Speech Synthesis System
2.1 Tibetan Text Analysis
2.2 The Judgment of Tibetan Prosodic Level
2.3 Feature Extraction of Speech Signal Based on Machine Learning
3 Simulation Experiment Analysis
3.1 Experiment Preparation Activities
3.2 Experimental Process
3.3 Experimental Result
4 Conclusion and Outlook
References
Research on Tibetan Speech Endpoint Detection Method Based on Extreme Learning Machine
1 Introduction
2 Research on Tibetan Speech Endpoint Detection Method Based on Extreme Learning Machine
2.1 Speech Signal Preprocessing
2.2 Analysis of Optimized Sentences
2.3 Introducing the Classification Algorithm of Limit Learning Machine
3 Simulation Experiment
3.1 Setting Simulation Experiment Parameters
3.2 Result Analysis
4 Conclusion and Outlook
References
Design of Data Visualization System for Mobile Social Web Front End Development Based on HTML5
1 Introduction
2 Mobile Social Web Front-End Development Data Visualization System Hardware Design
2.1 Data Collector
2.2 Visual Controller
3 Software Design of Data Visualization System for Mobile Social Web Front End Development
3.1 Preprocessing Mobile Social Web Front End Development Data
3.2 Optimize Web Front End Visualization Development Process Based on HTML5
3.3 Design Web Front End and Develop Data Visualization Interface
4 Experiment and Analysis
4.1 Experimental Preparation
4.2 Experimental Results
5 Conclusion and Outlook
References
Design of Bearing Alloy Intelligent Batching System Based on Electrical Control
1 Introduction
2 Design Requirements of Intelligent Batching Control System
2.1 Process Requirements of Batching Control System
2.2 Technical Requirements of Batching Control System
3 Framework of Bearing Alloy Intelligent Batching System
4 System Hardware Design
4.1 Electrical Control Hardware-PLC
4.2 Load Cell
4.3 Batching Controller
4.4 Programming Cable
5 System Software Design
5.1 General Procedure of System Batching
5.2 Algorithm Program of Electrical Control for Batching
6 System Test Experiment
6.1 Proportioning Scheme of Bearing Alloy
6.2 Experimental Platform
6.3 System Test Index
6.4 System Operation
7 Conclusion
References
Research on Cost-Benefit Evaluation Model of Social Security Project Based on Fuzzy Entropy
1 Introduction
2 Cost-Benefit Evaluation Model of Social Security Project Based on Fuzzy Entropy
2.1 Cost-Benefit Evaluation Index System of Social Security Project
2.2 Weighting Computation
2.3 Establishment of Cost-Benefit Evaluation Model
3 Experimental Simulation
4 Conclusions
References
Research on Evaluation Model of Social Network Information Management Based on Asymmetric Fuzzy Algorithm
1 Introduction
2 Research on Social Network Information Management Evaluation Model Based on Asymmetric Fuzzy Algorithm
2.1 Construction of Evaluation Index System for Social Network Information Management
2.2 Determining the Weight of Risk Indicators
3 Analysis on Implementation Effect of Social Network Information Management Evaluation of an Enterprise
3.1 Evaluation Process
3.2 Evaluation and Implementation
4 Conclusions
References
Human Resource Social Insurance Data Remote Reporting System Based on Big Data Technology
1 Introduction
2 Human Resource Social Insurance Data Remote Reporting System
2.1 Hardware Structure of Social Insurance Data Remote Reporting System
2.2 Software Flow of Insurance Data Remote Reporting System
2.3 Realization of Human Resource Social Insurance Data Reporting in Different Places
3 Analysis of Experimental Results
4 Conclusion
References
Multi Cultural Music Remote Assistant Teaching System Based on Mobile Internet of Things
1 Introduction
2 Multi Cultural Music Distance Assistant Teaching System
2.1 Hardware Structure of Music Remote Assistant Teaching System
2.2 Function Optimization of System Software
2.3 The Realization of Music Remote Assistant Teaching
3 Analysis of Experimental Results
4 Conclusion and Prospect
References
Design of Visual Listening Music Teaching System in Local Colleges and Universities Based on Mobile Augmented Reality
1 Introduction
2 Visual Listening Music Teaching System in Local Colleges and Universities
2.1 Hardware Configuration Optimization of Visual Listening Music Teaching System in Local Universities
2.2 Software Function Optimization of Audio Visual Music Teaching Management System
2.3 The Realization of Audio Visual Music Teaching Management
3 Analysis of Experimental Results
4 Conclusion and Prospect
References
Integrated Management System of Instrument and Equipment in University Financial Media Laboratory Based on Hybrid Cloud Architecture
1 Introduction
2 Design of Instrument and Equipment Integrated Management System of University Financial Media Laboratory Based on Hybrid Cloud Architecture
2.1 System Architecture Design
2.2 Design Equipment Basic Information Management Module
2.3 Design Equipment Scrap Management Module
2.4 Design Equipment Maintenance Management Module
2.5 Design Equipment Accessories Management Module
2.6 Design Equipment Allocation Management Module
2.7 Design System Management Module
2.8 Design System Network Topology
2.9 System Hardware Design
3 System Test
3.1 Test Overview
3.2 Test Purpose
3.3 Test Tools and Test Environment
3.4 Functional Testing
3.5 Performance Testing
3.6 Software Test
4 Concluding Remarks
References
Research on Experimental Teaching Information Collection Method of Visual Communication Specialty in Hybrid Universities Under Intelligent Terminal
1 Introduction
2 Design of Experimental Teaching Information Collection Method
2.1 Calculate the User Delay in Different Modes
2.2 Balanced Distribution of Experimental Teaching Information of Visual Communication Specialty in Hybrid Universities
2.3 Construction of Experimental Teaching Information Collection Model of Visual Communication Specialty in Hybrid Universities
3 Experimental Comparative Analysis
3.1 Experimental Environment and Data Information
3.2 Experimental Architecture and Analysis
4 Concluding Remarks
References
Fault Diagnosis of Stepping Motor PLC Control Loop Based on Fuzzy ADRC
1 Introduction
2 Loop Fault Diagnosis Based on Fuzzy ADRC
3 Research on Fault Diagnosis of Stepping Motor PLC Control Loop
3.1 Control Loop Fault Identification
3.2 Circuit Fault Diagnosis Process Design
4 Experiment
4.1 Experimental Environment
4.2 Experimental Results and Analysis
5 Conclusion and Prospect
References
Design of Encryption System for Urban Cultural Heritage Protection Database Based on Blockchain Technology
1 Introduction
2 Deploy the Hardware of the Database Encryption System for the Protection of Urban Cultural Heritage
3 Software Design of the Encryption System for Urban Cultural Heritage Protection Database Based on Blockchain Technology
3.1 Design System Architecture
3.2 System Interface Design
3.3 Encryption Key Management
3.4 Basic Representation of Data Encryption Based on Blockchain Technology
3.5 System Encryption Process
4 System Test
4.1 Experimental Preparation
4.2 Experimental Results
5 Conclusion
References
Network Resource Personalized Recommendation System Based on Collaborative Filtering Algorithm
1 Introduction
2 Hardware Design of Network Resource Personalized Recommendation System
2.1 Circuit Module Design
2.2 Bus Timing Configuration
3 Software Design of Network Resource Personalized Recommendation System Based on Collaborative Filtering Algorithm
3.1 Constructing the User Implicit Rating Matrix
3.2 Design User History Information Personalized Classification Standard Based on Collaborative Filtering Algorithm
3.3 Establish a Personalized Recommendation Model for Network Resources
4 Experimental Research
4.1 Experiment Preparation
4.2 System Personalized Recommendation Test
5 Conclusion and Prospect
References
Design of Public Opinion Research and Judgment System for Network Hot Events Based on Data Mining Technology
1 Introduction
2 Hardware Design of Network Hot Event Public Opinion Research System Based on Data Mining Technology
2.1 Design of the Serial Communication Module
2.2 Ethernet Transceiver Design
3 Software Design of Network Hot Event Public Opinion Research System Based on Data Mining Technology
3.1 Design of the Public Opinion Collection Module
3.2 Design of Hotspot Event Function
3.3 Warning Design of Public Opinion Information
4 Experimental Research on Public Opinion Research System of Network Hot Events Based on Data Mining Technology
4.1 Experimental Data Preparation
4.2 Application Performance Performance Analysis
4.3 Experimental Analysis of System Middleware Resources Use
4.4 Experimental Analysis of Public Opinion Identification
5 Conclusion and Prospect
References
Design of Marine Buoy Profile Information Monitoring System Based on Machine Vision
1 Introduction
2 Design of Ocean Buoy Profile Information Monitoring System
2.1 Hardware Structure of Marine Buoy Profile Information Monitoring System
2.2 Function Optimization of System Software
2.3 The Realization of Ocean Buoy Profile Information Monitoring
3 Analysis of Experimental Results
4 Concluding Remarks
References
Design of Electromechanical Measurement and Control System for Marine Mobile Buoy Based on Neuron PID
1 Introduction
2 Electromechanical Measurement and Control System of Marine Mobile Buoy
2.1 Hardware Structure of Electromechanical Measurement and Control System for Marine Mobile Buoy
2.2 Function Optimization of System Software
2.3 Realization of Electromechanical Measurement and Control Management of Marine Mobile Buoy
3 Analysis of Results
4 Concluding Remarks
References
Software Architecture Evolution and Technology Research
1 Introduction
2 Architecture Evolution Technology
2.1 Stand Alone Deployment
2.2 Separation of Application and Database
2.3 Introducing Local Cache and Distributed Cache
2.4 Introducing Reverse Proxy to Realize Load Balancing
2.5 Database Read/Write Separation
2.6 Database Divided by Business
2.7 Split a Large Table into Small Tables
2.8 Use LVS or F5
2.9 Load Balancing of Data Centers by DNS Polling
2.10 Introduce NoSQL Database and Search Engine Technology
2.11 Big Application Split into Small Application
2.12 Separating Public Functions into Micro Services
2.13 Introduce ESB to Shield Access Difference of Service Interface
2.14 Introduction of Containerization Technology
2.15 Using Cloud Platform System
3 Global View
4 Conclusion and Outlook
References
Design of Fuzzy PID Control System of Indoor Intelligent Temperature Based on PLC Technology
1 Introduction
2 Hardware Design of Indoor Intelligent Temperature Fuzzy PID Control System
2.1 Sensor Selection Unit
2.2 PLC Hardware Selection Unit
2.3 Fuzzy PID Controller Unit
2.4 Power Circuit Design Unit
3 Software Design of Indoor Intelligent Temperature Fuzzy PID Control System
3.1 PLC Software Module
3.2 Fuzzy PID Control Program Module
3.3 Serial Communication Program Module
4 Experiment and Result Analysis
4.1 Selection of Experimental Software
4.2 Analysis of Experimental Results
5 Conclusion
References
Author Index

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