Advances in Intelligent, Interactive Systems and Applications

Name: Advances in Intelligent, Interactive Systems and Applications | Proceedings of the 3rd International Conference on Intelligent, Interactive Systems and Applications (IISA2018)
Brand: Springer
Price: 213.99 EUR
Availability: OnlineOnly

Proceedings of the 3rd International Conference on Intelligent, Interactive Systems and Applications (IISA2018)

Fatos Xhafa Srikanta Patnaik Madjid Tavana(Editor)

Springer (Publisher)

1st Edition

Published on 16. January 2019

XXI, 1167 pages

E-Book

PDF with digital watermarking

System requirements

978-3-030-02804-6 (ISBN)

€213.99incl. 7% vat

System requirements

for PDF with digital watermarking

E-Book Single Licence

Available for download

Description

More details

Other editions

Persons

Fatos Xhafa received his PhD in Computer Science in 1998 from the Department of Computer Science of the Technical University of Catalonia (UPC), Barcelona, Spain. He is currently a Professor Titular (Hab. Full Professor) at UPC, BarcelonaTech. He was a Visiting Professor at Birkbeck College, University of London (UK) in 2009-2010 and Research Associate at Drexel University, Philadelphia (USA) in 2004/2005. Prof. Xhafa has published widely in peer-reviewed international journals, conferences/workshops, book chapters and edited books and proceedings. He has an extensive editorial and reviewing experience, and is the Editor-in-Chief of the International Journal of Grid and Utility Computing and the International Journal of Space-based and Situated Computing. He is also a member of the EB of several international journals. He is the Editor-in-Chief of the Elsevier book series "Intelligent Data-Centric Systems" and the Springer book series "Lecture Notes in Data Engineering and Communication Technologies".

His research interests include parallel and distributed algorithms, massive data processing and collective intelligence, optimization, P2P, and grid and cloud computing.

Dr. Srikanta Patnaik is a Professor at the Department of Computer Science and Engineering, Faculty of Engineering and Technology, SOA University, Bhubaneswar, India. He has received his PhD (Engineering) in Computational Intelligence from Jadavpur University, India in 1999. Dr. Patnaik has published around 100 research papers in international journals and conference proceedings. He is the author of 2 textbooks and 23 edited volumes and a number of invited book chapters, published by leading international publishers such as Springer-Verlag, and Kluwer Academic. He is the Editor-in-Chief of the International Journal of Information and Communication Technology and the International Journal of Computational Vision and Robotics and also Editor-in-Chief of the book series on "Modeling and Optimization in Science and Technology" published from Springer, Germany. He is also Series Editor of "Automation, Control and Robotics" published from River Publication, Netherland.

Madjid Tavana is Professor and Distinguished Chair of Business Analytics at La Salle University, where he serves as Chairman of the Business Systems and Analytics Department. He also holds an Honorary Professorship in Business Information Systems at the University of Paderborn in Germany. Dr. Tavana is Distinguished Research Fellow at the Kennedy Space Center, the Johnson Space Center, the Naval Research Laboratory at Stennis Space Center, and the Air Force Research Laboratory. He recently received the prestigious NASA Space Act Award. He holds an MBA, PMIS, and PhD in Management Information Systems and received his Post-Doctoral Diploma in Strategic Information Systems from the Wharton School at the University of Pennsylvania. He has published 14 books and over 250 researchpapers in international academic journals. He is the Editor-in-Chief of the International Journal of Applied Decision Sciences, International Journal of Management and Decision Making, International Journal of Communication Networks and Distributed Systems, International Journal of Knowledge Engineering and Data Mining, International Journal of Strategic Decision Sciences, and the International Journal of Enterprise Information Systems.

Content

Intro
Preface
Acknowledgements
Contents
Intelligent Systems
An Android-Based Remote Monitoring System
Abstract
1 Introduction
2 Requirement Analysis and Overall Design
2.1 Requirement Analysis
2.2 Overall Design
2.2.1 Monitoring Side
2.2.2 Viewing Side
2.2.3 Server
3 Detailed Design
3.1 System Structure
3.2 Process Design of the Monitoring System
3.3 Collection and Display of Image
3.4 Login Process of the Client
3.5 Database Design
3.5.1 User
3.5.2 Monitoring Device
3.5.3 Matched Information
3.6 Live Server
4 Experiment and Analysis
5 Conclusion
References
An Intelligent Registration Management System for Freshmen
Abstract
1 Introduction
1.1 Disadvantages of the Traditional Registration Mode
1.2 Purpose of Constructing an Intelligent Registration Management System
2 Construction of the Intelligent Registration Management System
2.1 Functional Structure of the Intelligent Registration Management System
2.2 Identity Authentication of the Intelligent Registration Management System
2.3 Data Integration of the Intelligent Registration Management System
3 Results
4 Conclusions
References
Investigation of Wireless Sensor Network of the Internet of Things
Abstract
1 Introduction
2 Method
3 Results and Discussion
4 Conclusion
Acknowledgments
References
A Remote Phase Change System for Low-Voltage Power Distribution Area
Abstract
1 Introduction
2 The Structure of System
3 Intelligent Phase-Change Unit
3.1 Permanent Magnet Relay
3.2 AC Zero-Crossing Phase Change Control Strategy
3.3 Anti-phase Short Circuit Protection
4 Communication Network Unit
5 System Control Unit
5.1 Software Design for the Intelligent Phase Change Switch
5.2 Software Design for the Mater Control Terminal
6 Experiments and Results
6.1 Synchronous Phase Change Switching Experiment
6.2 ZigBee Network Reliability Experiment
7 Conclusion
Acknowledgments
References
Design and Implement of Speech Interaction with Indoor Substation Inspection Robot
Abstract
1 Introduction
2 Function and Performance Requirements
3 Process Design
4 Design of Speech Interaction System
4.1 Development Mode
4.2 Detailed Design
5 Conclusion
Acknowledgments
References
Speech Recognition Algorithm of Substation Inspection Robot Based on Improved DTW
Abstract
1 Introduction
2 Feature Extraction
2.1 Mel-Frequency Cepstrum Coefficients
2.2 Endpoint Detection
3 Pattern Recognition
4 Simulation Experiment
5 Conclusion
Acknowledgments
References
The Design of High Accuracy Pedometer Based on an Adaptive and Dynamic Low-Pass Filtering Algorithm
Abstract
1 Introduction
2 System Principle
3 Waveform Acquisition and Synthesis
4 Waveform Analysis
5 Calculation and Simulation
6 Test and Result
7 Conclusion
Acknowledgments
References
Research on Multi-sensor and Multi-target Data Association Problem
Abstract
1 Introduction
2 Ant Colony Algorithm and Its Application Principle
2.1 Ant Colony Algorithm
2.2 Classic TSP Problems
3 Occurrence to Multi-target and Multi-sensor Data Association Problems
4 Bionic Algorithm
4.1 Path Size
4.2 Individual Ant
4.3 Pheromone Model
4.4 Implementation of Algorithm
5 Summary
References
A Detecting System for Wheel Balancer Based on the Effect Coefficient Method
Abstract
1 Introduction
2 The Balance Principle of Effect Coefficient Method
3 The Overall Design Scheme and Software Flow of the System
4 Examples of Wheel Test
5 Conclusion
Acknowledgements
Acknowledgements
References
Study of Substation Inspection Robot Voice Recognition Algorithm Based on Wavelet Transform
Abstract
1 Introduction
2 An Overview of the Algorithm
2.1 Wavelet Decomposition
2.2 Vector Quantization
2.3 Codebook Acquisition
2.4 LBG Algorithm
3 Simulation Experiment
4 Conclusion
Acknowledgments
References
Research on the Development of Intelligent Industrial Control
Abstract
1 Introduction
2 Industrial SCADA System
2.1 Electric Power SCADA System
2.2 Pipeline SCADA System
3 Smart Grids
4 Intelligent Refining and Chemical Refining
5 Conclusion
References
Toward Human Motion Sensing: Design and Performance Evaluation of a Minimized Wearable Platform Using Inertial and TOA Sensors
Abstract
1 Introduction
2 Hardware Design
2.1 Platform Overview
2.2 Platform Realization
3 Platform Evaluation
3.1 Error Definition
3.2 Performance Evaluation
3.3 Results Analysis
4 Conclusion
Acknowledgments
References
Deep Learning of Intelligent Speech Recognition in Power Dispatching
Abstract
1 Introduction
2 Power Dispatching Speech Recognition Based on LSTM-CTC
2.1 The Framework of Speech Recognition Based on LSTM-CTC
2.2 LSTM Neural Network Model
2.3 Connectionist Temporal Classification (CTC) Training
3 Experimental Analysis
4 Conclusions
Acknowledgement
References
An Improved Multi-factor Dimensionality Reduction Approach to Identify Gene-Gene Interactions
Abstract
1 Introduction
2 Methods
2.1 Multifactor-Dimensionality Reduction (MDR)
2.2 Improved Multifactor-Dimensionality Reduction (IMDR)
3 Results and Discussions
4 Conclusions
Findings
References
Nonlocal Estimation and BM3D Based Face Illumination Normalization
Abstract
1 Introduction
2 Non-local Illumination Normalization Algorithm
3 BM3D Image De-noising and Enhancement
3.1 BM3D Image Denoising [13]
3.2 BM3D Image Enhancement [18]
4 Experimental Results
5 Conclusion
Acknowledgments
References
Design of Rice Traceability System Based on WSN and RFID
Abstract
1 Introduction
2 Overall Design Framework of System
3 Each Link Design of System
4 Design of Data Acquisition Terminal System
4.1 Terminal Node Circuit Design
4.2 Coordinator Module Design
4.3 Router Module Design
4.4 Interface Circuit Design
4.5 WSN Networking Design
4.6 Protocol Stack Workflow
4.7 Sensor Data Acquisition Node Program Design
4.8 Coordinator Data Sending and Receiving Program Design
4.9 Radio Frequency Identification Module Programming
5 Phone-End Traceability Software Design
5.1 Functional Requirements and Framework Technical Analysis
5.2 Main Page Design
5.3 Background Design
5.4 Database Design
6 System Testing and Conclusion
Acknowledgments
References
Design of Stereoscopic Garage System Based on PLC Control
Abstract
1 Introduction
2 General Description of a Three-Dimensional Garage
3 Stereo Garage Hardware Design
3.1 PLC Control Module Design
3.2 Stepping Drive Module Design
3.3 Screw Driver Module Design
4 Dimensional Garage Software Design
4.1 HMI Design of a Stereo Garage
4.2 PLC Program Design
4.2.1 How to Establish Downstream Channels
4.2.2 Design of Truck Shifting Program
5 Conclusion
Acknowledgment
References
Intelligent Scenario Computing Workflow Fusion Design Technology for Power Mobile Operations
Abstract
1 Introduction
2 Workflow Integration Design and Implementation for Power Mobile Operations
3 Design and Implementation of Workflow Task-Driven Workflow Function
4 Summary
References
New Human-Computer Interaction Solution for Next-Generation Power Grid Dispatching System
Abstract
1 Introduction
2 New Human-Computer Interaction Research Needs
3 Research Foundation and Principle
3.1 Research Foundation
3.2 Principles
4 Implementation Plan
Acknowledgments
References
Towards a Framework for Agent-Based Healthcare Monitoring
Abstract
1 Introduction
2 Related Work
3 A Framework for Agent-Based Healthcare Monitoring
3.1 Agent Roles
3.2 System Architecture Modelling
3.3 DataAnalysis Agent
4 Prototype Implementation and Usage Scenario
5 Conclusion and Future Work
References
Design and Implementation of Network Traffic Capture Prober Based on General PC
Abstract
1 Introduction
2 Network Traffic Measurement Scheme
3 Crucial Technology of Prober Implementation
3.1 Packet Capture
3.2 Prober Management
4 Probe Performance Analysis
4.1 Traffic Capture Performance
4.2 Traffic Sample Performance
5 Conclusions
Acknowledgments
References
PAPR Reduction of FBMC-OQAM Signals Using Particle Swam Optimization Algorithm Based on MBJO-PTS
Abstract
1 Introduction
2 FBMC-OQAM System
2.1 \hbox{OQAM} Pre-post Processing Scheme
2.2 Synthesis and Analysis Filter Banks
2.3 Prototype Filter Design
3 PAPR Reduction for FBMC - OQAM Signals
3.1 FBMC - OQAM Signals
3.2 Model of MBJO-PTS Scheme
3.3 Proposed PSOA for Optimal Solutions Reducing PAPR of FBMC-OQAM System
4 Results and Discussion
5 Conclusions
Acknowledgments
References
On Abelian Tensor Decomposition and Gradient-Descent Algorithm
1 Introduction
2 Standard Tensor Decompositions
3 Abelian Tensor
4 Algorithm for Abelian Tensor Decomposition
4.1 Gradient-Descent Algorithm
4.2 Lyapunov Method in Analysis of Stability
References
Collision Avoidance Method for UAV Using A* Search Algorithm
Abstract
1 Introduction
2 Related Works
2.1 Search Tree
2.2 A* Algorithm
3 Collision Avoidance Method
3.1 Collision Detection
3.2 Collision Avoidance
3.3 Time Grids
4 Experiments
4.1 Test Environments
4.2 Experiment in 500 × 500 m Field
4.3 Comparison of Other Algorithms
5 Conclusion
Acknowledgments
References
The Bayes Quantile Regression Theory and Application
Abstract
1 Introduction
2 The Development of Proposed Quantile Regression Method for Longitudinal Data
3 The Proposed Quantile Bayesian Regression Model
4 Simulation
References
Active Semi-supervised K-Means Clustering Based on Silhouette Coefficient
Abstract
1 Introduction
2 Related Work
3 SCKmeans Model
3.1 Optimizing the PCKmeans
3.2 Active Learning Based on Silhouette Coefficient
3.3 Iterative Algorithm
4 Experiments
4.1 Dataset
4.2 Evaluation
4.3 Baseline
4.4 Results and Discussion
5 Conclusion
References
Intelligent Creative Design of Textile Patterns Based on Convolutional Neural Network
Abstract
1 Convolutional Neural Network (CNN)
2 The Principle of Auxiliary Design of Textile Pattern Based on DD
3 Experiment and Analysis
4 System Implementation
Acknowledgements
References
Higher Individuality for Effective Swarm Intelligence
Abstract
1 Introduction
1.1 Swarm Intelligence
1.2 Collective Behavior of Swarm Robot
1.3 The Proposed Swarm System with Higher Individuality
2 The Proposed Methodology
2.1 Swarm Robot Target Following
2.2 Communication Protocol
3 Experiment Result
3.1 Swarm Robot Target Following
3.2 Swarm Navigation Algorithm
4 Implementation of Proposed Swarm System
5 Conclusion
References
Autonomous Systems
Temperature Anomaly Detection by Integrating Local Contrast and Global Contrast
Abstract
1 Introduction
2 RFID Cold Chain Data Mining
2.1 The Advantages and Disadvantages of Commonly Used Mining Methods
2.2 Outlier Mining Method
3 Outlier Fast Mining Algorithm QOD
4 Experiment Procedure
5 Summary
References
Temperature Anomaly Detection Based on Gaussian Distribution Hypothesis
Abstract
1 Introduction
2 RFID Cold Chain Logistics
2.1 Cold Chain Logistics Problems
2.2 RFID Temperature Monitoring
2.3 Cold Chain Temperature Data Features
3 RFID Cold Chain Data Mining
3.1 The Pros and Cons of Common Mining Methods
4 Algorithm
5 Experimental Procedure
5.1 Data Generation
5.2 Training Data
5.3 Test Data
6 Experimental Results
7 Summary
References
A Market Interaction Model for the Integration of Energy Efficiency Top-Runner and Energy Conservation Standard
Abstract
1 Introduction
2 Current Situation and Characteristics of China's EET Program
2.1 Current Situation of China's EET Program
2.2 Characteristics of China's EET Program
3 Current Situation and Characteristics of ECS
3.1 Current Situation of ECS
3.2 Characteristics of ECS
4 Integration Mechanisms of EET and ECS
4.1 EET ECS Integration Mechanism
4.2 ECS EET Integration Mechanism
4.3 EET ECS Integration Mechanism
5 Market Interaction Model and Algorithm
5.1 Market Interaction Model
5.2 Interactive Algorithm
6 Conclusions and Future Work
Acknowledgements
References
Micro Leverage Design of Silicon Resonant Accelerometer
Abstract
1 Introduction
2 Working Principle of SRA
3 Structure of the Micro Leverage
3.1 Structure Design of the Micro Leverage
3.2 Optimization of the Micro Leverage Structural Parameters
4 Simulation
5 Conclusions
Acknowledgments
References
Sensitive Structure Design of Resonant Accelerometer
Abstract
1 Introduction
2 Working Principle of Resonant Accelerometer
3 Mechanical Analysis of Resonator
4 Simulation
5 Conclusions
Acknowledgments
References
Research on 3D Lightweight Engine Technology for Power Grid Service Scenarios
Abstract
1 Introduction
2 Mainstream Model File Compression Technology Based on Power Network Service Characteristics
3 3D Engine Functional Structure Based on 3D Mainstream Model File Compression
4 In Conclusion
Acknowledgments
References
Design of Ship Monitoring System Based on Unsupervised Learning
Abstract
1 Introduction
2 Data Fusion and Feature Extraction of Ship Machinery
3 Cluster Analysis of Ship Navigation Data
3.1 Gaussians Mixture Model and Em Algorithm
3.2 Clustering and Recognition of the Operating Area of the Main Engine
4 Design of Intelligent Ship Performance Monitoring and Evaluation System
4.1 The Establishment of PCA Evaluation Method for Intelligent Ship
4.2 Ship Multi Sensor Fusion and Scene Perception
5 Conclusions
Acknowledgements
References
Users Research of Ice and Snow Theme Games in the Context of Virtual Tourism
Abstract
1 Introduction
1.1 Virtual Travel Game Features
1.2 Virtual Ice and Snow Travel Theme Game Content
2 The User Experience in the Virtual Ice and Snow Travel Theme Game
2.1 Virtual Ice and Snow Tourism Souvenir User Experience Level
2.2 Virtual Ice and Snow Tourism Souvenir User Experience Target
3 Virtual Ice and Snow Tourism Souvenir Users Research Ideas
3.1 Typical Ice and Snow Tourist Souvenir User Model
3.2 Step Design for the Establishment of a Typical User Model
4 Conclusion
Acknowledgments
References
The Exploration of Multiplatform 2D Game Development
Abstract
1 Introduction
2 Unity 3D
3 2D Shooting Game Framework
4 The Detail of Implementation
4.1 Game Data
4.2 Game Logic
5 Results and Discussion
Acknowledgments
References
Evaluation of Underwater Target Scheme Based on Improved Back Propagation Neural Network
Abstract
1 Introduction
2 Establishment of Index System of Underwater Target Scheme
3 Evaluation of Underwater Target Scheme Based on PSO-BP
3.1 The Basic Principle of BP
3.2 The Principle of PSO-BP Algorithm
4 The Validation Test of Underwater Target Scheme's Evaluation
4.1 Fundamental Parameters of BP Neural Network
4.2 The Determination of PSO Algorithm's Parameters
4.3 Study and Train the Network
5 Conclusions
References
Cross-Linguistic Speaker Identification by Monophthongal Vowels
Abstract
1 Introduction
1.1 Methods
2 Results and Discussion
2.1 Results of Identification Tests
2.2 Results of Acoustic Analysis
3 Conclusion
Acknowledgments
References
Study on Establishment and Proof of Inequality Based on Descending Dimension Method
Abstract
1 Introduction
2 Descending Dimension of Inequality
3 Application of Descending Dimension
4 Conclusions
Acknowledgments
References
Multilevel Minimum Cross Entropy Threshold Selection Based on the Improved Bat Optimization
Abstract
1 Introduction
2 Standard Bat Algorithm
3 Improved Bat Algorithm
3.1 Bat Algorithm with Improved Learning Mechanism
3.2 Simulation Experiment
4 Applied in Image Segmentation with Multilevel Threshold of Minimum Cross Entropy
4.1 Minimum Cross Entropy Thresholding
4.2 Experimental Results and Comparative Performance
5 Conclusions
Acknowledgment
References
Large Scale Text Categorization Based on Density Statistics Merging
Abstract
1 Introduction
2 Long Text Feature Selection Based on Complex Network
3 Text Classification Method Based on Density Statistical Merging
3.1 Statistical Leaders Algorithm
3.2 Text Classification Method Based on Density Statistical Merging (TCDSM)
4 Experiment and Result Analysis
5 Concluding Remarks
Acknowledgments
References
Study on the Automatic Classification Algorithm of Dongba Hieroglyphs
Abstract
1 Introduction
2 The Classification of Dongba Hieroglyphs
2.1 The Preprocessing of Dongba Hieroglyph
2.2 The Classification of Single Graphemes and Compound Graphemes
2.3 The Classification of Contour Type and Structure Type of Single Graphemes
2.3.1 Refinement of Single Graphemes
2.3.2 Filling and Comparing of Single Graphemes
2.3.2 Filling and Comparing of Single Graphemes
2.3.3 Classification Based on Area Ratio
3 Experiments
4 Conclusions
Acknowledgments
References
A Comparison Study of Different Algorithms for Energy-Aware Placement of Virtual Machines
1 Introduction and Motivation
2 Problem Definition
3 Related Work
4 Experimental Design
5 Experiment Results
5.1 Empty Datacenter
5.2 Loaded Datacenter
6 Conclusions
References
Research on Customer Churn Prediction Using Logistic Regression Model
Abstract
1 Introduction
2 Definition of Business Requirements
2.1 Target Customer Groups
2.2 Classification Standards of Target Customers
2.3 Definition of Time Window
2.4 Indicator Variables
2.5 Definition of Churn
3 Modeling Methods and Procedures
3.1 Modeling Idea
3.2 Data Preparation
3.3 SAS Logistic Regression Process
4 Model Results
4.1 Training Samples
4.2 Test Samples
5 Application of Marketing Strategy
Acknowledgments
References
One of the Smote_rf's Gender Prediction Methods in Recommendation System
Abstract
1 Introduction
2 Related Technologies
3 A Smote_rf Fusion Gender Prediction Method
4 Experimental Simulation and Analysis of Results
4.1 Data Preprocessing
4.2 Using Knn Training Different Sampling Data
4.3 Using Different Models for Experiments
4.4 After Smote Sampling Data and Non-sampled Data Training Random Forest Model
5 Conclusion
Acknowledgments
References
Traffic Flow Control Model with Two-Way Stop for Left-Turn
Abstract
1 Introduction
1.1 Main Idea
1.2 Traffic Space Design
1.3 Signalization
2 Traffic Circle with Two-Way Stop-Control for Left-Turn Traffic Flow
2.1 Main Idea
2.2 Technical Process of the Improved Design for Traffic Circles
2.3 Main Parameters in Signalization
3 Conclusion
References
Automotive Brake System Design
Abstract
1 Introduction
2 The Composition of the Braking System
2.1 Electronic Control Unit
2.2 Wheel Speed Sensor
2.3 Valves with Solenoid Valves
3 The General Working Principle of the Braking System
4 Design of Automobile Brake System
4.1 Determination of Automotive Parameters
4.2 Structure Selection of Brakes
5 Conclusion
References
A Model of the Traffic Circle Flow Control
Abstract
1 Introduction
2 Unsignalized Traffic Circle
2.1 Gap-Acceptance Theory Model
2.2 Model Verification and Effect Analysis
3 Conclusion
Acknowledgments
References
An Extraction Method of STPA Variable Based on Four-Variable Model
Abstract
1 Introduction
2 Methodology
2.1 Introduction to STPA
2.2 Introduction to the Four-Variable Model
3 Variable Extraction Method Based on Four Variables Model
3.1 What are the Objects that can be Directly Controlled by the Control System?
3.2 Considering Which Environmental Factors Change will Affect the Behavior of the Controller to Determine Which Monitoring Variables are Available, Corresponding to High-Level Process Model Variables
3.3 Consider What Changes will Occur in These Environmental Factors to Determine the Value of Each Monitoring Variable. Each Possibility Should Be Included to Ensure Completeness. Process Model Variable Table can be Seen in Table 2
3.4 Considering the Interaction Between the Actual System and the Outside World, the System Needs Some Sensors and Other Devices to Obtain the Required Data. That is, It Needs to Consider What Specific Monitoring Equipment Each Control Variable is Obtained From. The Specific Data Obtained by These Devices are Input Variables that Make up Low-Level Process Model Variables
3.5 Consider the Relationship Between Monitoring Variables and Input Variables, Which is Generally a 1:n Relationship (n greaterthan = 1). It can be Represented by and/or Tables in the RSML Language. System Development Engineers Have Found that Using Tables to Represent Requirements Not Only Helps Developers Understand and Develop Systems, But also Accurately Represents a Large Amount of Demand Information
3.6 Consider the Device for Obtaining a Controlled Variable, Which is Usually an Actuator, that is, the Output Device, and the Output Device Parameter is the Output Variable
4 Conclusion
References
Jaya Algorithm-Optimized PID Controller for AVR System
Abstract
1 Introduction
2 AVR System with PID Controller
2.1 AVR System Modeling
2.2 AVR System with PID Controller
2.3 AVR System with PID Controller
3 PID Control Design Based on Jaya Algorithm
3.1 Jaya Algorithm
3.2 Jaya Algorithm-Optimized PID Controller
4 Simulations and Discussions
4.1 Jaya Algorithm-Optimized PID Controller
4.2 Robustness Test
4.3 Comparison with Other Algorithms
5 Conclusions
References
Pattern Recognition and Vision System
Research on Short Text Classification Method Based on Convolution Neural Network
Abstract
1 Introduction
2 Related Research
3 Architecture and Experimental Design of Short Text Classification Model Based on Convolution Neural Network
3.1 Data Collection Layer
3.2 Text Preprocessing Layer
3.3 New Text Feature Presentation Layer
3.4 Convolution Neural Network Filter Layer
3.5 K-max Pool Layer
3.6 Softmax Classifier
3.7 Experimental Comparison and Evaluation Criteria
4 Analysis of Experimental Results
Acknowledgements
References
Vanishing Point Conducted Diffusion for Crop Rows Detection
Abstract
1 Introduction
2 Vanishing Point Detection
3 Vanishing Point Conducted Diffusion
4 Results and Discussion
4.1 Results of VP Detection
4.2 Results of VP-Conducted Diffusion
5 Conclusion
Acknowledgements
References
Research on TCAS Fault Diagnosis Based on Directed Graph Fault Tree
Abstract
1 Introduction
2 Knowledge of Directed Graph Fault Tree
2.1 Directed Graph Fault Propagation Matrix
2.2 Directed Graph Representation of TCAS System Fault Diagnosis
3 Diagnosis Reasoning Process Based on Directed Graph Fault Tree
4 TCAS Data Processor Diagnostic Application
4.1 Establishment of Directed Graph Fault Tree Diagnosis Model for TCAS Data Processor
4.2 Failure Result Analysis
5 Concluding Remarks
Fund Project
References
Analysis on Injury Mechanism of Toy Scooter
Abstract
1 Introduction
2 Product Safety Hazard and Injuring Mechanism
2.1 Accessible Metallic Sharp Edges
2.2 Excessively Thin Plastic Packaging Bag
2.3 Thin Circular Holes on Rigid Material
2.4 Improper Clearance Between Moving Parts
2.5 Handlebar Grip End Is Too Small and Easily Comes Off
2.6 Adjustable and Foldable Vertical Pipe and Horizontal Pipe
2.7 Absence of Rear Wheel Brake
2.8 Excessively Small Wheels
3 Current Situation of State Supervision
4 Measures and Suggestions
Acknowledgments
References
Application of Text Classification Method Based on Depth Learning in Email Handwriting Analysis
Abstract
1 Introduction
2 Model Establishment
2.1 Models Based on Depth Learning and Text Classification Method
2.1.1 Text Classification Process Based on SVM [1]
2.1.2 Improved Classification Model Learner Based on TextCNN Architecture [2]
2.1.3 Improved Classification Model Learner Based on CLSTM [3] Architecture
2.1.4 Classification Model Learner Based on the New Architecture of Recurrent Neural Network and Convolution Neural Network [4]
2.2 Model Test
2.2.1 The Test of Traditional Text Classification Model [5]
2.2.2 Accuracy and Error of the Model Based on Deep Learning
3 Summary
References
Research on Digital Evaluation System for Experimental Score
Abstract
1 Introduction
2 System Architecture
3 Server Design
3.1 Developing Environment and Tools
3.2 Monitor Client
3.3 Login
3.4 Teacher Management
3.5 Class Management
3.6 Student Management
3.7 Class Management
3.8 Score Management
4 Client Design
4.1 Developing Environment and Tools
4.2 Teacher Login
4.3 Evaluation
4.4 Save and Export
4.5 Student Login
5 Technical Difficulty and Core Algorithm
5.1 Client Send Data to Server
5.2 Server Responds to Client
5.3 Client Parse Data from Server
5.4 Data Storage at Client
6 Conclusions
References
LSD and Skeleton Extraction Combined with Farmland Ridge Detection
Abstract
1 Introduction
2 The Pretreatment About Image
2.1 Grayscale and Binarization
2.2 Morphological Filter
3 Skeleton Extraction
4 LSD Straight-Line Detection Arithmetic
4.1 Image Scaling
4.2 Gradient Computation
4.3 Gradient Pseudo-ordering
4.4 Region Growing
4.5 Line Detection
4.5.1 Determination of Rectangle Parameters
4.5.2 Line Determination
5 Experiments
6 Conclusion
References
Native Language Identification from English Noise Bursts by Chinese Listeners
Abstract
1 Introduction
2 Methods
2.1 Speaker Selection
2.2 Materials
3 Results
3.1 Main Effect of Speaker
3.2 Main Effect of Consonant
3.3 Conclusion and Discussion
Acknowledgments
References
Two Dimensional Orthogonal Constrained Maximum Variance Mapping for Face Recognition
Abstract
1 Introduction
2 Overview of the CMVU
3 2DOCMVM
4 Experiments
5 Conclusions
Acknowledgements
References
The INS and UWB Fusion System Based on Kalman Filter
Abstract
1 Introduction
2 Navigation System
2.1 Inertial Navigation System
2.2 Ultra-Wideband Radio Ranging System
3 Design of Fusion Algorithm Based on Kalman Filter
4 Experimental Tests and Results
4.1 Experimental Layout
4.2 Experimental Analysis and Results
5 Summary and Outlook
References
Research of Digital Signal Processing Based on System Learning Model
Abstract
1 Introduction
2 Limitations of Traditional Learning Methods
3 System Learning Model
3.1 Establish System Concepts
3.2 Learning Ideas
3.3 Example Learning
3.4 Speak Analysis
3.5 Practical Learning
4 Engineering Practice Learning
5 Conclusions
Acknowledgements
References
Research of Computer Vision Based on System Learning Ability
Abstract
1 Introduction
2 Limitations of Traditional Learning Methods
3 Learning Model Based on System Ability
3.1 Establish System Concepts
3.2 The Importance of Imaging System
3.3 Theoretical Algorithms Emphasize Ideas Teaching
3.4 Speak Analysis
3.5 Example Learning
3.6 Practice Learning
4 Engineering Practice Learning
5 Conclusions
Acknowledgements
References
Point-to-Point Rotation Orientation Algorithm Based on the Secondary Template Matching
Abstract
1 Introduction
2 Rotary Orientation System
2.1 Rotary Positioning Geometry Model
2.2 Feature Model of TOA Ranging Error
2.3 The Influence of Human Body on TOA Ranging Error Model
3 Rotational Positioning Algorithm
3.1 Step 1, to Achieve a Wide Range of Matching
3.2 Step 2: Secondary Sub-template Matching
4 Experimental Verification
4.1 Measurement Platform
4.2 Experimental Analysis and Results
5 Conclusion
References
Effects of Lecture Video Types on Student Learning: An Analysis of Eye-Tracking and Electroencephalography Data
Abstract
1 Introduction
2 Method
2.1 Participants and Procedures
2.2 Measurement
3 Results
3.1 Eye Movement Data
3.2 EEG Data
3.3 Test Score
3.4 Cognitive Load
3.5 Satisfaction Towards Lecture Videos Learning
4 Discussion and Conclusion
Acknowledgments
References
Optimize Projection Access Order for Deflection Tomography Reconstruction
Abstract
1 Introduction
2 Algorithm Analyses
2.1 Convert Deflected Projection Information
2.2 Deflection Tomography by ART
2.3 Deflection Tomography by Multilevel Scheme Access (MLS) ART
3 Experiment and Result Analysis
3.1 Simulated Temperature Field
3.2 Reconstruction Results and Analysis
4 Conclusions
References
E-Enabled System
Simulation of Evaluate the Effect on Big Data Pricing Scheme Model
Abstract
1 Introduction
2 Design Ideas and Methods
3 Model Implementation
3.1 Solution of Problem Four
4 Conclusion
4.1 Implementation Evaluation of Program Effect
Acknowledgement
References
Analysis of a Novel 1T Spatial Multi-loop Coupled Mechanism
Abstract
1 Introduction
2 Structure of the Novel 1T Smcm
3 Kinematics Analysis of the Novel 1T SMCM
3.1 Forward Position Kinematics Analysis
3.2 Position Simulation
4 Conclusion
Acknowledgments
References
A Study on Online Fault Diagnosis Technology for Shield Core Components
Abstract
1 Introduction
2 Overview of Chinese and Foreign Status Quos
2.1 Status Quo of Foreign Studies
2.2 Status Quo of Chinese Studies
3 Analyses of Problems Existing in Shield Equipment
4 Analyses of Online Diagnosis Technical Difficulty
5 Analyses of Research Thoughts
6 Suggestions and Countermeasures
Acknowledgements
References
Design of Sparse Two-Dimensional FIR Notch Filter Based on BP Neural Network
Abstract
1 Introduction
2 The Problem Formulation
2.1 The 2-D Filters
2.2 The BP Neural Network
3 The Proposed Method
4 Simulation
5 Conclusion
Acknowledgements
References
Design and Implementation of Multi-level CIC Filter Based on FPGA
Abstract
1 Introduction
2 The Principle is Introduced
2.1 The Principle of Multi-stage CIC Filter
2.2 Hogenauer's "cut off" Theory
3 Design and Implementation of Multi-level CIC Filter Based on FPGA
4 System Testing and Performance Comparison
4.1 The Simulation Test
4.2 Performance Comparison
5 Summary
Acknowledgements
References
A Multi-dimensional Electronic Channel Unified Identity Authentication Strategy Based on Role Control
Abstract
1 Introduction
2 System Model
3 Distributed Security Framework and Strategy
3.1 Distributed Security Framework
3.2 Distributed Security Strategy
4 Role-Based Access Control Model
4.1 Control Model
4.2 Role Risk Assessment and Unified Management
5 Summary
Acknowledgments
References
Vegetable Technology Information Visual Service System Based on Knowledge Map
Abstract
1 Introduction
2 Knowledge Map
3 Vegetable Technology Knowledge Map Construction
3.1 Determination of Vegetable Common Query Objects
3.2 Determination of Vegetable Common Query Objects
3.3 The Instance Discovery of Vegetable Object Attribution Class
3.4 Knowledge Map of Vegetable Technology Visualization
4 Vegetable Technology Information Visual Service System Development
5 Conclusion
Acknowledgments
References
Research on Answerer Recommending Method Based on Online Learning Community
Abstract
1 Introduction
2 Answerer Recommendation Algorithm
3 Experiments and Analysis
3.1 Collection of Experimental Data
3.2 Experimental Evaluation Indicators
3.3 Analysis of Experimental Results
3.4 Comparative Analysis
4 Conclusion
Acknowledgement
References
Study on the Relationship Between Eysenck Personality and Sleep Quality Based on Multiple Ordered Logistic Regression
Abstract
1 Introduction
2 Data Source
3 Data Analysis
3.1 One-Way Analysis of Variance About Age and Sleep Quality
3.2 One-Way Analysis of Variance About Gender and Sleep Quality
3.3 Analysis of Correlation Between EPQ and Sleep Quality
4 Multiple Ordered Logistic Regression
4.1 Rank Division
4.2 Multiple Ordered Logistic Regression Model
4.2.1 Establishment of the Model
4.2.2 Test of the Model
4.2.3 Application of the Model
5 Conclusion
References
Study on Catching-up-Element of Risk in Talent Cultivation Project
Abstract
1 Introduction
2 Catch-up-Risk-Element Related Theory
3 Analyze for Catch-up-Risk Elements Linear Regression Model
4 Case Analysis of the Transfer Model of Talents Training Project
4.1 Data Acquisition
4.2 Calculation of the Association Degree of Risk Elements
5 Introduction
References
Research on Computer Aided Innovation Software Based on Extenics
Abstract
1 Introduction
2 Description of Research Work
2.1 The Conditions Around the World
2.2 The Main Research Content of Project
3 Implementation and Key Technologies of Extenics Theory
3.1 Service Code Design of Extenics Basic Theory
3.2 Key Technology
4 Design and Achievement of Extensive Innovative Services Community Based on JavaEE Architecture
4.1 Module Design of the Software
4.2 Design for the Main Management Module
4.3 Design for Module of Knowledge Base
4.4 Design for Module of Inference Tree
4.5 Design for Module of Forum
5 Case Analysis
5.1 Case Analysis Based on Hotel Excess Food in Based on Extenics [11]
Acknowledgments
References
Analysis and Improvement of User Behavior of Free-Floating Bike Sharing in China Based on Questionnaire
Abstract
1 Introduction
2 Literature Review of FFBS
3 Questionnaire Survey
3.1 Questionnaire Design and Implementation
3.2 Survey Data Analysis
3.2.1 Performance of the Non-compliant Behaviors of FFBS Users
3.2.2 Causes of the Non-compliant Behaviors of FFBS Users
3.2.3 Negative Effects of Non-compliant Behavior
3.2.4 Main Deficiencies of Operators and Urban Administrators
4 Improvement Strategies of FFBS Users' Behavior
4.1 Design Improvement of Product and Supply Chain
4.2 Design and Implement Risk-Sharing Contract Mechanism of Non-compliance
4.3 Controlling the Quantity and Rhythm of Delivery and Rebalancing Existing Bikes
4.4 Cooperative Governance and Refinement Management of SC Members
5 Conclusions
Acknowledgments
References
A Study of Learning Effects in MOOC: An Example of Ideological and Political Education Courses in China
Abstract
1 Introduction
2 Constructivist Learning Theory
2.1 The Meaning of Learning
2.2 The Principle of Teaching Design
3 Experiment
3.1 Experiment Design
3.2 Evaluation of Learning Effect
4 Results
4.1 Results of Paper Writing
4.2 Results of Final Exam
4.3 Results of Satisfaction Survey
4.4 Changes in Students' Types After the Experiment
5 Suggestions
5.1 To Provide Guidance According to Different Types of Students
5.2 To Strengthen the Supervision of Students
5.3 To Make Teaching Video in MOOC More Clear
Acknowledgement
References
Quality Management Research of the Manufacturing Process Based on Q Company Products
Abstract
1 Introduction
2 Theory of Quality Management in Product Manufacturing Process
2.1 Process and Process Management
2.2 Quality Management of Manufacturing Process
3 Overview on the Present Situation About Q Company Product Manufacturing Process Quality Management
3.1 Product Quality Management Process and Quality Management Activities of Q Company
3.2 Analysis of Product Quality Problems of Q Company
4 Q Company Product Manufacturing Process Quality Management Strategies
4.1 Establish a Complete Personnel Management System
4.2 Strengthen Management and Control of Materials
4.3 TPM Management of Production Equipment
4.4 Strengthen Management and Control of Production Environment
4.5 Establish a Complete FRACAS System
5 Conclusion
References
Virtual Writing Interactive Display Based on Unity
Abstract
1 Introduction
2 Construction of Study Scene
3 Lighting Mapping and Rendering
3.1 The Use of Light
3.2 Texture Map
3.3 Rendering of Virtual Scenes
4 Implementation of Writing Interaction
4.1 External Devices HTC VIVE
4.2 Study Scene Import Unity
4.3 The Realization of Interaction
5 Summary
Acknowledgments
References
Extensive Mind Mapping for the Contradiction of the Organic Rice Planting Precautions' Cost
Abstract
1 Introduction
2 Development of Extenics Innovation Software
3 Solving Process with Extenics Innovation Software
3.1 Problem Modeling
3.2 Extensible Analysis
3.3 Extension Transformation
3.4 Superiority Evaluation
4 Conclusion and Evaluation
Acknowledgements
References
The Solution of Environmental Damage in Scenic Spots by Extensible Mind Mapping
Abstract
1 Introduction
1.1 Extensible Mind Mapping
1.2 Extenics with Mind Mapping Model
2 Procedures of Solving the Problem
2.1 Problem Modeling
2.2 Extensible Analysis
2.3 Extensible Transformation
2.4 Superiority Evaluation
3 Conclusion and Future Work
Acknowledgments
References
Prediction of Remaining Useful Life for Equipment Based on Improved Metabolic GM(1,1) Model
Abstract
1 Introduction
2 Traditional GM (1,1)
2.1 Model Establishment
2.2 Implementation Steps
3 The Metabolic GM (1,1) Model
3.1 Model Establishment
3.2 Implementation Steps
4 The Improved Metabolic GM (1,1) Model
4.1 Model Improving
4.2 Implementation Steps
4.3 Model Accuracy Test
5 Example Simulation Verification
6 Conclusion
References
Supply Chain Managerial Decision-Making Practices Effect Under Various Scenarios
Abstract
1 Introduction
2 Model Formulation
3 Members Decision Making
3.1 Retailer Decision-Making
3.2 Distributer Decision Making
3.3 Manufacturer Decision Making
4 SC Revenue-Sharing Contract Without Loss-Aversion
5 Simulation Analyses
6 Conclusion
References
The Application of Virtual Reality Technology in Logistics Training
Abstract
1 Introduction
1.1 The Status of Foreign Applications of Virtual Reality Technology
1.2 The Status of Domestic Application of Virtual Reality Technology
2 Automated Stereoscopic Warehouse 3D Simulation Based on FlexSim
2.1 The Simulation Process of Logistics System
2.2 The Overview of FlexSim
2.3 The Overview of Automated Warehouse
2.4 Modeling and Simulation
2.4.1 Determine the Simulation Target
2.4.2 Warehouse Equipment Selection
2.4.3 Automated Warehouse Layout
2.4.4 Workflow
2.5 Large-Scale Automated Warehouse Simulation Model
2.5.1 Scenario Settings
2.5.2 Warehouse Equipment Selection
2.5.3 Equipment Parameter Setting
2.5.4 Simulation Model
2.6 Analysis and Discussion
3 Conclusion
Acknowledgments
References
Computer Application Technology Development and Practice
Abstract
1 Introduction
2 Key Points of Computer Application Technology
2.1 Lan
2.2 The Internet
2.3 Wireless Network
3 Praction of Computer Application Technology
3.1 Practice in the Field of National Defense
3.2 The Practice of Daily Life
3.3 Practice in Education
4 Development of Computer Application Technology
4.1 Openness and Integration
4.2 Classification and Refinement
4.3 High Speed and Mobilization
4.4 Intelligent
5 Conclusion
References
Analysis of the Information Demand and Supply of New Occupational Farmers-A Survey Based on Beijing
Abstract
1 Introduction
2 Basic Situation of New Occupational Farmers
3 The New Occupational Farmers Information Demand
4 The New Occupational Farmers Information Demand
4.1 Information Supply Source
4.2 Information Supply Channel
5 The Problem of Information Supply and Purchase Matching
5.1 Constraints on the Matching of Information Supply and Purchase
5.2 Other Demands in Agricultural Production
6 Conclusions and Suggestions
6.1 Concussions
6.2 Suggestions
Acknowledgments
References
Internet and Cloud Computing
Construction and Implementation of Information Class Experiment Course Group Based on Cloud Platform
Abstract
1 Introduction
2 The Construction of Cloud Platform
2.1 Server Configuration
2.2 Safety
2.3 The Use of Cloud Platform
2.4 Experimental Cloud Platform Architecture
3 The Construction of the Information Class Experiment Course Group
3.1 The Information Class Experiment Course
3.2 The Development of the Cloud Platform Experiment Course
4 Summary
References
A Framework for Shop Floor Material Delivery Optimization Based on RFID-Enabled Production Big Data
Abstract
1 Introduction
2 A Framework for SFMSO Based on Production Big Data
2.1 Manufacturing Process Big Data Sensing and Capturing
2.2 Manufacturing Process Big Data Preprocessing and Management
2.3 Big Data Mining and Applying
3 Enabling Technologies of the Proposed Framework
3.1 Production Process Data Sensing and Capturing
3.2 Data Preprocessing and Storage
3.2.1 Data Preprocessing
3.2.2 Data Storage
3.3 Data Mining
4 Conclusions
References
An Association Rule Mining Approach for Shop Floor Material Handling Based on Real-Time Manufacturin ...
Abstract
1 Introduction
2 Manufacturing Big Data Preprocessing and Mining
2.1 Multi-source and Heterogeneous Manufacturing Big Data Preprocessing
2.2 Manufacturing Big Data Mining
2.2.1 Data Mining Graphic Model of Manufacturing Big Data
2.2.2 An Apriori-Based Model for Material Handling Trajectory Mining
3 A Study of Application Scenario
4 Conclusions
References
Front-End Achievement of Extensive Innovative Services Community Based on Web
Abstract
1 Introduction
2 Background of Development
2.1 Team Introduction
2.2 Difficulties for Development
3 Design and Achievement of the Software
3.1 Architecture
3.2 Design and Achievement of Functions
3.2.1 Functions in Controller Layer
3.2.2 Function in Model Layer
3.2.3 Functions in View Layer
3.2.4 Characteristic of Cross Platform
4 Case Analysis
5 Evaluation and Future Prospects
5.1 Evaluation
5.2 Future Work
Acknowledgement
References
Software-Defined Data Flow Detection and Control Approach for Industrial Modbus/TCP Communication
Abstract
1 Introduction
2 Software-Defined Data Flow Detection and Control Approach
2.1 Basic Model and Architecture
2.2 Detailed Executing Process
2.3 Security Flow Table Generating and Maintaining
3 Qualitative Analysis
4 Conclusion
Acknowledgments
References
Research on the Application of Block Chain Technology in Internet Finance
Abstract
1 Introduction
2 Technology Related to Block Chain
3 Advantages of Block Chain Technology
3.1 Decentralization
3.2 Decriminalization
3.3 Traceability
3.4 Collective Maintenance and Sharing
3.5 Reliability
4 Application of Block Chain Technology in Financial Field
4.1 Digital Currency
4.2 Cross-Border Payment and Settlement
4.3 Stock Exchange
4.4 Application on Bills
4.5 Audit Application
5 Conclusion
Acknowledgments
References
Categorical Data Clustering Method Based on Improved Fruit Fly Optimization Algorithm
Abstract
1 Introduction
2 Background Theory
2.1 K-modes Algorithm for Clustering Categorical Data
2.2 Fruit Fly Optimization Algorithm
2.3 Evaluation Function of Clustering
3 K-Modes Algorithm Based on IFOA
4 Experimental Simulation and Analysis
4.1 Experimental Simulation Description
4.2 IFOA Performance Analysis
4.2.1 Benchmark Function Description
4.2.2 Related Algorithm Parameter Settings
4.2.3 Simulation Results and Analysis
4.3 IFOA-K-Modes Performance Analysis
4.3.1 Datasets
4.3.2 Evaluation Methods
4.3.3 Experimental Results
5 Conclusion
Acknowledgments
References
Discussion on Computer Network Security Solution
Abstract
1 Introduction
2 The Importance of Computer Network Security Issues
3 Causes of Computer Network Security Problems
3.1 Cyber Hacker Attacks
3.2 Network Vulnerability
3.3 Internet Fraud
3.4 Users Lack Safety Awareness
4 Computer Network Security Solutions
4.1 Firewall Technology
4.2 Antivirus Technology
4.3 Security Scanning Technology
5 Conclusion
Acknowledgments
References
An Internet of Things Framework Based on Upper Limb Rehabilitation Robots for Rehabilitation
Abstract
1 Introduction
2 Proposed System
2.1 Sensor Layer
2.2 Network Layer
2.3 Service Layer
3 Experimental Results
4 Conclusion
References
Research on Power Big Data Storage Platform Based on Distributed File System
Abstract
1 Introduction
2 Related Work
3 Distributed File System
4 Power Big Data Storage Architecture
4.1 Architecture Design
4.2 Functional Architecture and Storage Method
4.2.1 Different File Size Storage Strategies
4.2.2 Unstructured Data Storage Strategies with Different Levels of Heat
4.2.3 Data Access Delay Storage Strategy
4.2.4 Other Types of Data Storage Strategy
5 Summary
References
Abnormal Detection Methods of Information Security for Power Big Data
Abstract
1 Introduction
2 Application Characteristics of Power Big Data
3 Power Big Data Risks and Challenges
3.1 Power Big Data Risk
3.2 Power Big Data Challenge
4 Power Big Data Information Security Framework
5 Power Big Data Information Security Framework Method
5.1 Abnormal Detection Method
5.2 Hypothesis Testing Method
6 Summary
References
Research on Data Center Topological Structure Analysis Technology Based on Graph Database
Abstract
1 Introduction
2 Research on Automatic Discovery Technology of Data Center IT Infrastructure Multilayer Topology
2.1 Establishing IT Resource Object and Relational Model
2.2 Self-discovery Technology of Network Topology
3 Topological Structure Analysis Technology Based on Graph Database Technology
3.1 Graph Database Modeling
3.2 Key Technology of Data Center Topology Data Storage and Query
4 Summary
Acknowledgements
References
A Survey of Code Reuse Attack and Defense
Abstract
1 Traditional Code Reuse Attacks
2 Sophisticated Code Reuse Attacks
3 Defense Methods of Existing Code Reuse Attacks and Deficiencies
4 Analysis and Conclusion
References
A Survey of Vulnerability Defense Measures
Abstract
1 Mitigation Technology of Preventing Attacks
1.1 Vulnerability Detection Technology
1.1.1 Static Vulnerability Detection Technology
1.1.2 Dynamic Vulnerability Detection Technology
1.2 Vulnerability Prevention Technology
1.2.1 Technology Based on Program Control Flow Integrity
1.2.2 Technology Based on Program Diversity
2 Research Directions in the Future
3 Conclusions
References
Research on the User Fatigue of Household Appliances Human-Computer Interaction Based on Wearable Devices and Bare-Hand Gesture Recognition
Abstract
1 Introduction
2 Basic Research
2.1 Analysis of Gesture Type
2.2 Analysis of Gesture Recognition Technology
3 Gesture Design
3.1 Household Appliances Control Function Division
3.2 Gesture Design Under the Functional Division
3.2.1 Gesture Design of Wearable Devices
3.2.2 Bare-Hand Gesture Design
4 Experimental Design
4.1 The Selection of Experimental Subjects and Site
4.2 Gestures Difficulty Level Test
4.3 Experimental Auxiliary Equipment and Experimental Apparatus
4.4 Subjective Fatigue Degree Test
4.5 Objective Fatigue Degree Test
5 Experimental Analysis
5.1 Data Analysis of Subjective Fatigue Degree Test
5.2 Data Analysis of Objective Fatigue Degree Test
5.2.1 SPSS Data Processing: Paired Sample T Test
5.2.2 SPSS Data Processing: Independent Sample T Test
6 Conclusion
Acknowledgement
References
Research on Precision Marketing Model of Beijing Agricultural Products Under Big Data Environment
Abstract
1 Introduction
2 The Current Situations of Beijing Agricultural Products and the Influence of Big Data on Its Precision Marketing
2.1 Characteristics of Agricultural Products in Beijing
2.2 Present Situation of Precision Marketing of Agricultural Products in Beijing
2.3 The Influence of Big Data on the Marketing Environment of Beijing Agricultural Products
3 Construction of Precision Marketing Model of Beijing Agricultural Products Under Big Data Environment
3.1 Precision Marketing Model of Beijing Agricultural Products Under Big Data Environment
3.2 Matters Needing Attention in Key Links
4 Conclusion
References
Mobile and Wireless Communication
A Layered Secure Communication Model for Cooperative Vehicle Infrastructure System
Abstract
1 Introduction
2 Layered Secure Communication Model for CVIS
3 The Implementation Scheme of Three-Layered Secure Communication Model
3.1 Implementation Scheme of Identity Authentication Layer
3.2 Implementation Scheme of Channel Safe Access Layer
3.2.1 The Scheme of Channel Access Control
3.2.2 Performance Analysis of Channel Safe Access Scheme
3.3 Implementation Scheme of Encryption Communication Layer
4 Conclusions
References
A Relay Protocol in AF Relaying Wireless Energy Harvesting Network
Abstract
1 Introduction
2 Relay Cooperation Protocol
2.1 Outage Probability of the S - R - D Link
2.2 Outage Probability of the S - D Link
2.3 Throughput Analysis
3 Numerical Results
4 Conclusion
Acknowledgement
References
Information Sharing Technology in Device-to-Device Cellular Networks
Abstract
1 Introduction
2 Device-to-Device Technology
2.1 Fundamental Theory of D2D Technology
2.2 Key Problems of D2D Technology
3 Research on D2D Network Information Sharing
3.1 Analysis of D2D Communication
3.2 Analysis of Content Caching
3.3 Analysis of Control Management
4 Conclusion
References
The Weakness of the Self-encryption Mechanism for Authentication of Roaming Services
Abstract
1 Introduction
2 Hwang-Chang's Mechanism
3 The Weaknesses of Hwang-Chang's Mechanism
4 Conclusions
Acknowledgements
References
Cryptanalysis of the Serverless RFID Authentication and Search Protocols
Abstract
1 Introduction
2 Review on Authentication Protocol of Serverless RFID
3 The Weaknesses of the Authentication Protocol of Serverless RFID
4 Conclusions
Acknowledgments
References
Near Ground UWB Channel Modeling in Different Terrain Surface
Abstract
1 Introduction
2 Near-Ground Channel Measurement Platform and Scenario
2.1 Measurement Platform
2.2 Measurement Use-Case
3 Statistical Model Empirical Statistical Channel Model
4 Model Validation
5 Conclusion
References
Research on Visible Light Communication
Abstract
1 Introduction
2 VLC System Model
3 Applications of VLC in Indoor Positioning
4 Modulation and Demodulation Technology
5 Limitations and Challenges
6 Conclusions
Acknowledgments
References
Sampling Redundancy Removal Algorithms for Stepped Frequency Continuous Wave
Abstract
1 Introduction
2 Step Frequency Signal
2.1 Stepped Frequency Signal Performance Parameters
2.2 The Influence of the Relationship Between \tau and \Delta f on the One-Dimensional Range Image
2.3 Stepped Frequency Signal Processing
3 The Cause of Sampling Redundancy
4 Proposed Methods for SFCW Sampling Redundancy Removal
4.1 End-Point Method
4.2 Full-Point Method
5 Simulation
6 Conclusion
Acknowledgments
References
The Performance of Chirp-BOK Modulation in the Time Fading Channel
Abstract
1 Introduction
2 Chrip-BOK Modulation Theory
3 Chirp-BOK Modulation Model
3.1 Chirp-BOK Modulation Model
3.2 The BER Performance of Chirp-BOK
4 Chirp-Bok Modulation in Fading Channel
4.1 Autocorrelation Performance in Doppler Channel
4.2 Cross-correlation Performance in Doppler Channel
4.3 Numerical Results
5 Conclusions
Acknowledgments
References
An Improved Direct Sequence Spread Spectrum Signal Detection Algorithm
Abstract
1 Introduction
2 DS Signal Model
3 Structure of Adaptive Noise Canceller and LMS Algorithm
3.1 Adaptive Noise Canceller
3.2 LMS Algorithm
3.3 Simulation Analysis
4 Segment Correlation and Amplitude Accumulation Method
4.1 The Theory of Segment Correlation and Amplitude Accumulation
4.2 Simulation Analysis
5 Improved Algorithm Performance Analysis
6 Conclusions
Acknowledgements
References
Research on Non-contact Palmprint Recognition Positioning Method in Mobile Terminal
Abstract
1 Introduction
2 Palm Positioning in Mobile Terminal
2.1 Palmprint Validity Determination
2.2 Palmprint Definition
2.3 No Palm Angle is Determination
3 Palmprint Feature Extraction and Matching
3.1 SURF Algorithm
3.2 SURF Feature Matching
4 Experiment Analysis
4.1 Effectiveness, Clarity, and Deformation Comparison Tests
4.2 Recognition Accuracy Test
5 Inconclusion
References
Android Palmprint Recognition System Design and Implementations
Abstract
1 Introduction
2 System Implementation Flow Chart
3 Acquisition Registration Module
4 Palmprint Image Preprocessing Module
5 Palmprint Image Feature Extraction Module
6 Palmprint Image Feature Matching Module
7 Key Technology Experiments of Palmprint Recognition on Android Phone
8 Conclusion
References
A Cache-Aware Multicast Routing for Mobile Social Networks
Abstract
1 Introduction
2 Social Characteristics
2.1 Multicast Social Similarity
2.2 Multicast Social Centrality
2.3 Multicast Sociality
3 The Proposed Cache Management Strategy
3.1 Cache Time
3.2 Message Replication Number
4 The Proposed Cache-Aware Multicast (CMRMSN) Algorithm
5 Performance Evaluation
5.1 Simulation Setup
5.2 Evaluating Metrics
5.3 Simulation Results
6 Conclusion and Future Work
Acknowledgments
References
Applications
Research and Design of Expert System Based on Oil-Gas Field Energy Saving Information Platform
Abstract
1 Preface
2 Architecture of Energy Saving Information Platform and the Functional Design
2.1 Platform Architecture Design
2.2 Platform Architecture Design
2.3 The Technical Implementation Route and Deployment Strategy of the Platform
2.4 The Application of Expert System in the Field of Energy Saving Management
3 Future Work Prospect
References
A New Training Sample Selection Method Avoiding Over-Fitting Based on Nearest Neighbor Rule
Abstract
1 Introduction
2 The Related Work
2.1 Sample Selection Methods Using Nearest Neighbor Rule
2.2 The Cross-Validation
3 New Method
4 Experiments
4.1 Databases
4.2 Experiment Result
5 Conclusions
Acknowledgments
References
A Safety Analysis Method for FGS Based on STPA
Abstract
1 Introduction
2 Methodology
2.1 Introduction to STPA
2.2 Functional Requirements of FGS
3 Case Study of Safety Analysis for FGS Based on STPA
3.1 Control Structure Diagram
3.2 Identify Potential Unsafe Control Action
3.3 Generate Safety Constraints
4 Conclusions and Future Work
References
Hybrid Evaluating Method for Battlefield Support Capability of Field Petroleum Pipeline Unit Based on Support Vector Machine
Abstract
1 Introduction
2 SVM Modeling
2.1 Basic Theory of SVM
2.2 Sort Making Decision Model of SVM
3 The Index System of Field POL Service Support Capability Evaluation
4 Computing Index Value Method
4.1 Mathematics Definition
4.2 Operations Research Method
4.3 The Method of Examination
5 Classification Pattern
6 Evaluating Example
6.1 Data Acquisition and Preprocessing
6.2 Evaluating Field POL Support Capability
7 Conclusion
References
The Computer Formula of the Smarandache Dual Function
Abstract
1 Introduction
2 Theorem Proving
2.1 When {\varvec m} = {\varvec p}_{{{\bf 1}}}^{{{\varvec \beta}_{{{\bf 1}}} }} \ldots {\varvec p}_{{\varvec j}}^{{{\varvec \beta}_{{\varvec j}} }}
2.2 When {\varvec m} = {{\bf 2}}^{{\varvec \beta}} {\varvec p}_{{{\bf 1}}}^{{{\varvec \beta}_{{{\bf 1}}} }} \ldots {\varvec p}_{{\varvec j}}^{{{\varvec \beta}_{{\varvec j}} }}
2.3 When {\varvec m} = {{\bf 2}}^{{\varvec \beta}} {{\bf 3}}^{{{\varvec \beta}_{{{\bf 1}}} }} {\varvec p}_{{{\bf 1}}}^{{{\varvec \beta}_{{{\bf 2}}} }} \ldots {\varvec p}_{{{\varvec j} - {{\bf 1}}}}^{{{\varvec \beta}_{{\varvec j}} }}
3 Summary
References
Safety Risk Assessment for Formamide in Yoga Mats
Abstract
1 Introduction
2 Methodology
2.1 Sampling
2.2 Experimental Instruments and Materials
2.3 Test Method
2.3.1 Measurement of Formamide Content in Yoga Mats
2.3.2 Measurement of Formamide Release Volume in Yoga Mats
2.3.3 Measurement of Formamide Migration Volume in Yoga Mats
3 Results Analysis
3.1 Analysis on Detected Formamide Content
3.2 Analysis on Detected Formamide Release and Migration Quantity
4 Risk Assessments
4.1 Hazards Recognition
4.2 Dose-Response (Concentration) Analysis
4.3 Exposure Assessment Model
4.3.1 Calculation Model for Exposure Quantity Through Inhalation
4.3.2 Calculation Model for Exposure Quantity Through Skin Absorption
4.4 Exposure Quantity Calculation
4.4.1 Confirmation of Simulative Scenes
4.4.2 Parameter Setting for Inspiration Exposure Model
4.4.3 Parameter Setting for Skin Exposure
4.4.4 Selection of Product Detection Results
4.4.5 Calculation Results of Exposure Quantity
5 Conclusion
Acknowledgments
References
A Model of Probabilistic Event for CPS Based on Hidden Markov Model
Abstract
1 Introduction
2 Concepts
3 Models of Probability Events
3.1 Probabilistic Events with Absolute Independence
3.2 The Model of Joint Probability Distribution
3.3 The Model of Probabilistic Event with HMM
4 Experiment
References
Abnormal Condition Analysis and Preventive Measures of a 220 KV Transformer Neutral Point Bushing
Abstract
1 Introduction
2 Basic Information and Structure Form of the Bushing
3 Analysis of Condition Based Maintenance Test
4 Inspection and the Taken Back Test
4.1 Inspection of Appearance
4.2 Test of Insulating Oil
4.3 Test of Bushing
5 Disintegration of Return Manufacturer
5.1 Inspection of Connection Wire Between Test Tap and End Screen
5.2 Inspection of Insulating Oil
5.3 Inspection of Capacity Core
5.4 Inspection of Insulation Paper and Aluminum Foil
5.5 Inspection of Voltage Equalizing Ball
5.6 Inspection of Oil Conservator
5.7 Inspection of Seal Pads
6 Analysis of Abnormal Causes
7 Preventive Measures and Related Suggestions
References
Limitations of the DuPont Financial Index System and Its Improvement
Abstract
1 Introduction
2 Financial Indicators in DuPont Analysis
2.1 Three Major Branches of the DuPont Analysis System
2.2 Main Financial Indicators
2.3 Relationship Between Related Indicators
3 Deficiency of DuPont Analysis System
3.1 Deficiency of Traditional DuPont Analysis System
3.2 Limitation of the Traditional Financial Index System
4 Improvement of the Financial Index of DuPont Analysis
4.1 Improvement Ideas of the Financial Index of the DuPont Analysis
4.2 Improved DuPont Financial Index System
5 Case Analyses
6 Conclusion
Acknowledgments
References
Requirements Analysis and Design of Extensive Innovative Services Community Based on Web
Abstract
1 Introduction
1.1 Background and Project Introduction
1.2 Basis of Project and Team Contribution
2 Cognition of Innovative Work
2.1 Cognition Procedure
2.2 Reasons for Developing the Software
3 Requirement Analysis
3.1 Form of Software
3.2 Functions and Use Case
4 Software Design
5 Evaluation and Future Work
Acknowledgements
References
Integrated Object Layout and Supporting Structure Topology Optimization Method Based on MMC
Abstract
1 Introduction
2 Methodology
3 Problem Formulation
4 Numerical Solution
4.1 FE Analysis
4.2 Sensitivity Analysis
5 Example
6 Discussions
7 Conclusions
Acknowledgments
References
Second Order Necessary Optimality Conditions for a Class of Optimization Problem in Banach Spaces
Abstract
1 Introduction
2 Definitions and Concepts
3 Second Order Conditions
4 Conclusion
References
The EGARCH Effect Test of Chinese Stock Market from the Perspective of Behavioral Finance
Abstract
1 Introduction
2 Model and Data
2.1 Model
2.2 Data
3 Empirical Research
3.1 ARCH Effect Test
3.2 EGARCH Model
4 Behavioral Finance Analysis
5 Conclusion
References
Dongba Hieroglyphic Similarity Measure Algorithm Based on Grid Resolution
Abstract
1 Introduction
2 Analysis and Preprocessing of Dongba Hieroglyph
2.1 Refinement of Dongba Hieroglyph
2.2 Partition of Compound Graphemes
3 Classification Algorithm Based on Adaptive Grid Resolution
4 Experiment
5 Conclusions
Acknowledgments
References
Research on Course Selection Algorithm in Colleges Based on Collaborative Filtering Recommendation Algorithm
Abstract
1 Introduction
2 Recommendation Algorithm Model Based on Mixed Recommendation Algorithm
2.1 Build a Course Network
2.2 Performance Prediction Algorithm
2.2.1 Linear Analysis
2.2.2 Collaborative Filtering Algorithm
2.2.3 The Mixed Prediction Algorithm
3 Course Recommendation Algorithm
3.1 The Calculation of Recommendation Score
3.2 Course Recommendation Mechanism
Acknowledgments
References
Reliability Data Analysis of Aviation Equipment Components Based on Lognormal Distribution
Abstract
1 Introduction
2 Lognormal Distribution Model
3 Lognormal Probability Plot
3.1 The Concept of Probability Plot
3.2 The Principle of Probability Plot
4 Parameter Estimation for Lognormal Distribution
5 Case Analysis
5.1 Case Description
5.2 Distribution Type Confirmation
5.3 Parameter Estimation
5.4 Life Prediction Analysis
6 Conclusion
References
Application Analysis of Engine Emission Technology
Abstract
1 Introduction
2 Harm of Engine Emissions
2.1 Global Warming
2.2 Cancer
2.3 Damage to Livestock and Articles
2.4 Acid Rain
3 Influencing Factors of Engine Emissions
3.1 Ignition Advance Angle
3.2 Mixture Concentration
3.3 Air-Fuel Ratio
4 Engine Emission Control Technology
4.1 Particle Capture Technology
4.2 Twin Turbo Technology
4.3 In-Cylinder Direct Injection Technology
5 Conclusion
References
Research and Application of Dual Active Disaster Preparedness System Based on Redo Read-Write Separation Cluster
Abstract
1 Introduction
2 The Basic Principle of the Read and Write Separation Cluster Technology
2.1 Implementation Principle
2.2 Applied to Active/Standby System to Improve Performance
3 Design for Active-Active Data Center
3.1 Overall Architecture Design
3.2 Access Layer Design
3.3 Application Layer Design
3.4 Data Layer Design
3.5 Storage Layer Design
4 Switching and Recovery in Disaster Situation
5 Implementation Effect
6 Conclusion
Acknowledgements
References
Analysis on the Governance Path of Financial Fraud of Listed Companies from the Perspective of New Media
Abstract
1 Introduction
2 Overview of Financial Fraud of Listed Companies from the Perspective of New Media
2.1 Typical Manifestations of Financial Fraud of Listed Companies from the Perspective of New Media
2.1.1 Fabricating Transaction Operation
2.1.2 Participate in Related Transactions
2.1.3 Conduct Accounting Without Strict Compliance with Relevant Laws and Regulations
2.2 The Main Means of Financial Fraud of Listed Companies from the Perspective of New Media
2.2.1 Fabricating Cash
2.2.2 Not Reveal Important Matters in Time
2.2.3 Hidding of Related Transactions
2.2.4 Retaining Profits in Liabilities
3 Analysis of Reasons for Financial Fraud of Listed Companies
3.1 Analysis of Internal Reasons
3.1.1 Lack of Self-discipline Awareness
3.1.2 Failure of Internal Governance Structure
3.2 Analysis of External Reasons
3.2.1 Possibly Imperfect Capital Market System
3.2.2 Possible Shortcoming in Accounting Standards and Accounting Regulations
4 The Governance Path of Financial Fraud of Listed Companies from the Perspective of New Media
4.1 Governance Measures for Financial Fraud of Listed Companies from the Perspective of New Media
4.1.1 Information Dissemination: Reduce the Information Asymmetry Barrier of Stakeholders
4.1.2 Agenda Setting: To Urge the Government to Revise Regulations and Supervise Law Enforcement
4.1.3 Guide Public Opinion: Force Enterprises to Maintain Public Image and Reputation
4.2 Innovation in the Governance of Financial Fraud of Listed Companies from the Perspective of New Media
4.2.1 Increase the Number of Disseminators and Supervise the Utility Upgrading
4.2.2 Increasing News Sources to Prevent Financial Fraud
5 Conclusion
References
Research on the Application of Financial Sharing Service Center Information System
Abstract
1 Introduction
2 Current Situation of Financial Sharing Service Center in China
3 Framework of Financial Sharing Service Information System
4 Problems in Application of Information System in Financial Shared Service Center
5 The Future Direction of the Development of Financial Information System
6 Conclusion
References
Research on the Teaching Effects of Flipped Class Model Based on SPOC
Abstract
1 Introduction
2 SPOC Experiments
2.1 The SPOC Experiment in University of California Berkeley
2.2 The SPOC Experiment in Harvard University
2.3 The SPOC Experiment in University of Massachusetts Boston
2.4 The SPOC Experiment in San Jose State University
3 Teaching Effects of Flipped Class Based on SPOC
3.1 The Teaching Design
3.2 Teaching Results
4 Conclusions
Acknowledgments
References
A Comparative Analysis of the Utilization of FDI in Six Central Provinces
Abstract
1 Introduction
2 Analysis of Existing Problems of FDI in Six Central Provinces
2.1 Uneven Regional Distribution
2.2 Single Investment Method
2.3 Unbalanced Distribution of Industries
3 An Empirical Analysis of the Influencing Factors of Using FDI in Six Central Provinces
3.1 Indicator Selection and Data Sources
3.2 Principal Component Analysis
3.3 Empirical Conclusion
4 Suggestions on the Use of FDI in Six Central Provinces
4.1 Promote the Optimization and Upgrading of Industrial Structure
4.2 Increase Research and Education Investment
4.3 Optimizing the Standards for Staff Wages
4.4 Strengthening of Infrastructure Construction
References
Solid Edge's Application in Vertical Mill Design
Abstract
1 The Structure and Working Principle of Vertical Mill
1.1 The Working Principle of Vertical Mill
1.2 Vertical Mill Structure Features
2 Introduction to Solid Edge
3 Solid Edge 3D Design in Vertical Mill Design
3.1 Spill Tray
3.2 Cage Rotor
3.3 Design of Roller Core Roller
3.4 Vertical Mill's Master Plan and 3D Design
4 Comprehensive Analysis and Conclusion
References
Analysis on Development Trends of Research Topics in Agricultural Sciences
Abstract
1 Introduction
2 Data and Methods
2.1 Data Sources
2.2 Research Methods
3 Results and Analysis
3.1 Important Research Topics in Agricultural Science
3.2 Research Frontiers in Agricultural Science
3.3 Trends in Research Topics in Agricultural Science
4 Summary and Suggestion
Acknowledgments
References
The Impact of China Manufacturing on the Environment
Abstract
1 Introduction
2 Model Analysis
3 Overall Effect Evaluation
4 Conclusions and Recommendations
Acknowledgements
References
The Influence of Cultural Creativity on Beijing Textile and Clothing Industry Analyse
Abstract
1 Introduction
1.1 Status of Textile and Clothing Industry in Beijing
1.2 Input-Output Analysis of Textile and Clothing Industry in Beijing
1.2.1 Direct and Complete Consumption Factor
1.2.2 Influencing Factors of Beijing Textile and Clothing Industry
2 The Development of Cultural Creativity
2.1 Status of Cultural Creativity
2.2 A Summary of Beijing's Cultural Creativity
2.3 The Trend of Beijing Cultural Creativity
3 Regression Analysis on Beijing Textile and Garment Industry by Cultural and Creative Industries
4 General Theory
References
Application Traceability in the Food Supply Chain
Abstract
1 Introduction
2 Literature Review
3 The Risk of Quality in Food Supply Chain
4 Traceability in Food Supply Chain
4.1 Standard System
4.2 Technology System
4.3 Management System
5 Conclusion
Acknowledgments
References
Research on Irregular Block Spatial Scheduling Algorithm in Shipbuilding
Abstract
1 Introduction
2 Irregular Blocks Spatial Scheduling Model
3 Hybrid Spatial Scheduling Algorithm
3.1 Coding and Initial Population Generation
3.2 Heuristic Decoding Strategy Based on Vertex Positioning
3.3 Evaluation Function and Genetic Operation
4 Application and Discussion
Acknowledgments
References
Study on the Cutting Force in Elliptical Ultrasonic Vibration Cutting
Abstract
1 Introduction
2 Theoretical Analysis
3 Experimental Discussion and Results
3.1 Experimental Equipment and Conditions
3.2 Experimental Results and Conclusions
4 Conclusions
Acknowledgements
References
The Influence of Climate in Lingnan Area on the Architectural Design of Library and Its Countermeasures
Abstract
1 Introduction
2 Climate Characteristics of Lingnan Area
3 Architectural Features of Lingnan Area
4 Climate Suitability Strategy in Lingnan Region
4.1 Macro Perspective
4.1.1 Plan Structure with "Generally Distributed and Moderately Concentrated"
4.1.2 Using a Concave Space Pattern in the Longitudinal Direction
4.2 Meso-angle
4.2.1 Suitable Ventilation Corridor
4.2.2 Inclined Block Layout
4.2.3 Reasonable City Interface
4.3 Microscopic Perspective
4.3.1 Optimizing the Portfolio of Buildings
4.3.2 Optimizing Building Monolith Design
5 Climate Suitability Ecological Strategy in Lingnan Region
5.1 Creating Ecological Space
5.2 Setting a Hot Buffer Layer
6 Conclusion
Acknowledgment
References
Designed of Ball Rolling Control System Based on STM32
Abstract
1 Introduction
2 System Scheme Design
2.1 System Architecture Diagram
2.2 System Block Diagram
3 Theoretical Analysis and Design
3.1 Measurement and Calculation of the Position of the Rolling Ball
3.2 Design of the PID Controller
4 Hardware Circuit and Program Design
4.1 Information Acquisition System and Control Circuit
4.2 System Flow Chart
4.3 Rolling Ball Position Acquisition and Processing
4.4 Design of PID Algorithm
5 Data Test and Analysis
5.1 Test Content 1
5.2 Test Result Analysis 1
5.3 Test Content 2
5.4 Test Result Analysis 2
6 Conclusion
Fund Project
References
Influencing Factors of Government Microblogs' Communication Effects: A Research Based on User Behavior
Abstract
1 Introduction
2 Data Collection and Processing
2.1 Sample Selection
2.2 Data Collection
2.3 Data Preprocessing
3 Microblog Influence Evaluation Method Based on Comprehensive Analysis of User Behavior
4 Research on the Influencing Factors of Government Microblogs' Communication Effect
4.1 Based on Release Time
4.2 Based on the Length of Microblog
4.3 Based on Microblog Original
4.4 Based on Microblog Topic
5 Conclusions and Recommendations
References
Correction to: Front-End Achievement of Extensive Innovative Services Community Based on Web
Correction to: Chapter "Font-End Achievement of Extensive Innovative Services Community Based on Web" in: F. Xhafa et al. (Eds.): Advances in Intelligent, Interactive Systems and Applications, AISC 885, https://doi.org/10.1007/978-3-030-02804-6_93
Author Index

System requirements

Save as PDF Copy link into clipboard

Schweitzer Fachinformationen

Advances in Intelligent, Interactive Systems and Applications

Description

More details

Other editions

Additional editions

Persons

Content

System requirements