Advances on Broad-Band Wireless Computing, Communication and Applications

Name: Advances on Broad-Band Wireless Computing, Communication and Applications | Proceedings of the 15th International Conference on Broad-Band and Wireless Computing, Communication and Applications (BWCCA-2020)
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Proceedings of the 15th International Conference on Broad-Band and Wireless Computing, Communication and Applications (BWCCA-2020)

Leonard Barolli Makoto Takizawa Tomoya Enokido Hsing-Chung Chen Keita Matsuo(Editor)

Springer (Publisher)

Published on 7. October 2020

XXVII, 464 pages

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978-3-030-61108-8 (ISBN)

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Content

Intro
Welcome Message of BWCCA-2020 International Conference Organizers
BWCCA-2020 Organizing Committee
Honorary Chair
General Co-chairs
Program Committee Co-chairs
Workshops Co-chairs
Finance Chair
Web Administrator Co-chairs
Local Organizing Co-chairs
Steering Committee Chair
Track Areas
Next-Generation Wireless Networks
Track Co-chairs
PC Members
Cloud and Service Computing
Track Co-chairs
PC Members
Multimedia and Web Applications
Track Co-chairs
PC Members
Security and Privacy
Track Co-chairs
PC Members
Network Protocols and Performance Analysis
Track Co-chairs
PC Members
Intelligent and Cognitive Computing
Chairs
PC Members
Distributed and Parallel Computing
Track Co-chairs
PC Members
IoT and Smart Environment
Track Co-chairs
PC Members
Database, Data Mining and Big Data
Track Co-chairs
PC Members
Ubiquitous and Pervasive Computing
Track Co-chairs
PC Members
BWCCA-2020 Reviewers
BWCCA-2020 Keynote Talks
Fairness and Efficiency in Network Resource Sharing
Road Status Sensing and V2X Technologies toward Autonomous Driving on Challenged Network Environment
Contents
Performance Evaluation of a Message Relaying Method for Resilient Disaster Networks
1 Introduction
2 Message Relaying Methods
2.1 Overview of DTN
2.2 Overview of Proposed EDT
3 Evaluation Results
3.1 Evaluation Setting
3.2 Simulation Results
4 Conclusions
References
A Comparison Study of Constriction and Random Inertia Weight Router Replacement Methods for WMNs by WMN-PSOSA-DGA Hybrid Simulation System Considering Chi-square Distribution of Mesh Clients
1 Introduction
2 Proposed and Implemented Simulation System
2.1 Velocities and Positions of Particles
2.2 Routers Replacement Methods
2.3 DGA Operations
2.4 Fitness and Migration Functions
2.5 Particle-Pattern and Gene Coding
3 Simulation Results
4 Conclusions
References
Multi-source and Multi-target Node Selection in Energy-Efficient Fog Computing Model
1 Introduction
2 Fog Computing Models
3 Computation and Power Consumption Models
3.1 Computation Model
3.2 Energy Consumption Model
4 MSMT (Multi-source and Multi-target Selection) Protocol
4.1 DNFC Model
4.2 Negotiation Protocol
5 Evaluation
6 Concluding Remarks
References
Epidemic and Topic-Based Data Transmission Protocol in a Mobile Fog Computing Model
1 Introduction
2 Moblile Publish/Subscribe Fog Computing (MPSFC) Model
3 Epidemic and Topic-Based Data Transmission (ETBDT) Protocol
4 Evaluation
5 Concluding Remarks
References
The Energy-Efficient Object Replication by Excluding Meaningless Methods in Virtual Machine Environments
1 Introduction
2 System Model
2.1 Object Replication
2.2 Data Access Model
2.3 Electric Power Consumption Model
3 Energy-Efficient Object Replication Algorithm
4 Evaluation
5 Concluding Remarks
References
Experiences with a Single-Page Application for Learning Programming
1 Introduction
2 Related Work
2.1 Web-Based Integrated Development Environments
2.2 Code-Sharing Sites
2.3 Chrome Extensions
2.4 Single-Page Applications
2.5 Flip Teaching
3 JavaScript Development Environment
3.1 Features
3.2 Screen
3.3 Library
3.4 Summary
4 A Classroom Using JDE
5 Experiences of a Classroom Using JDE
6 Conclusions
References
Approach of a Word2Vec Based Tourist Spot Collection Method Considering COVID-19
1 Introduction
2 Proposed System
2.1 Collection of Textual Data
2.2 Learning Textual Data Based on Word2Vec
2.3 Recommendation Method for Tourist Spot Considering COVID-19 Using Word2Vec
3 Case Study
3.1 Word2Vec Learning Results
3.2 Experimental Results
4 Conclusion
References
Detecting Distracted Driving from Images by Processing Relative Locations of Objects of Interest Inside Vehicles
1 Introduction
2 Related Work
3 Algorithm Design for Detecting Distracted Driving
3.1 Data Set Description
3.2 Faster R-CNN Architecture
3.3 Classification of Images as Indicative of Distracted Driving or Not, Using Traditional Machine Learning Models
4 Discussion of Results
4.1 Results of Object Localization
4.2 Results of Image Classification as Indicative of Distracted Driving or Not
5 Conclusions
References
Cost and Performance Analysis of Cuckoo Search Based File Replication in MANET
1 Introduction
2 Related Work
2.1 Replication in MANETs and P2P Systems
2.2 Replication for Low Demand Information
2.3 Cuckoo Search
3 System Model
4 Cuckoo Search Based Replication Protocol
5 Performance Evaluation
5.1 Environment and Configuration
5.2 Performance Criteria
5.3 File Availability
5.4 Storage Cost
5.5 Communication Cost
6 Conclusion
References
A New DTN Relay Method Reducing Number of Transmissions Under Existence of Obstacles by Large-Scale Disaster
1 Introduction
2 Related Works
3 Proposal
3.1 MRDAI
3.2 SRS (Sub-Relay Station)
4 Performance Evaluation
4.1 Comparison with 3 Schemes
4.2 Delivery Ratio of SRS Among Different Buffer Sizes
5 Conclusion
References
Performance Comparison of Multi-class SVM with Oversampling Methods for Imbalanced Data Classification
1 Introduction
2 Oversampling Method
3 CTGAN Training Based on Intrusion Detection Data
3.1 Dataset
3.2 Data Preprocessing
3.3 Multi-class Support Vector Machine with Oversampling
4 Conclusion
References
Message Transmission Scheduling for Multi-hop Wireless Sensor Network with T-Shaped Topology
1 Introduction
2 Sensor Network Model with T-Shaped Topology
3 Path Models and Time-Slot Allocation
3.1 Static Slot Allocation for 3-2-3 Model
3.2 Static Slot Allocation for 2-4-2 Model
4 Numerical Results
5 Concluding Remarks
References
Performance Evaluation of Improved V2X Wireless Communication Based on Gigabit WLAN
1 Introduction
2 Related Works
3 Supposed Application and Design of Proposed System
3.1 Supposed Application
3.2 Control Link/LPWA
3.3 RSI Exchanging Link/WLAN
4 Evaluation: V2R Communication
4.1 Performance Indicator
4.2 Field of Experiment
4.3 Vehicle Setup
4.4 Condition of Vehicle Driving
4.5 Node Settings
4.6 Result
5 Evaluation: V2V Communication
5.1 Performance Indicator, Field of Experiment and Node Setup
5.2 Vehicles Setup
5.3 Result
6 Discussion
6.1 V2R Communication
6.2 V2V Communication
7 Conclusion
References
Improvement of Dental Treatment Training System Using a Haptic Device
1 Introduction
2 Related Work
2.1 Volumetric Models
2.2 Mass-Spring Models
2.3 Dental Treatment Simulation/Training Systems
3 Preparation for Previous System
3.1 IntelligentBox
3.2 Phantom Device
4 Previous System
4.1 Loop Subdivision
4.2 Collision Detection
4.3 Shape Deformation
5 Improvement
5.1 Problems of Previous System
5.2 Solution of Problems
5.3 Implementation Results
5.4 Evaluation
6 Concluding Remarks
References
A Proposal of Air-Conditioning Guidance System Using Discomfort Index
1 Introduction
2 Background Technologies
2.1 Discomfort Index
2.2 Weather Data API
3 Proposal of Air-Conditioning Guidance System
3.1 Overview
3.2 Periodical Function
3.3 AC State Detection
3.4 Message Output Decision
3.5 Message Output
3.6 Email and Log Messages
4 Evaluations
4.1 Application Results on Cold Days
4.2 Application Results on Hot Days
5 Related Works in Literature
6 Conclusion
References
An Efficient Content Sharing Using Dynamic Fog Considering Transition of Number of Mobile Terminals in a City
1 Introduction
2 Assumptions of Environment and Formulation of Problem
2.1 Assumption
2.2 Designing the Environment
2.3 Problem Definition
3 Proposed Method
3.1 Dynamic Fog Selection Algorithm
3.2 The Difference Between a Normal Terminal and a Dynamic Fog Terminal
4 Evaluation
4.1 Evaluation Method
4.2 Simulation Scenario and Conditions
4.3 Simulation Results and Discussion
5 Conclusion
References
Oversampling for Detection of Malicious JavaScript in Realistic Environment
1 Introduction
2 Related Work
2.1 Natural Language Processing
2.2 Analysis of Malicious JavaScript Detection
2.3 Machine Learning with Imbalanced Dataset
3 Proposed Method
3.1 Outline
3.2 Words Dictionaries Extraction and Replacement
3.3 Feature Extraction Using Doc2Vec
3.4 Data Oversampling
4 Evaluation
4.1 Dataset
4.2 Experiment
4.3 Implementation
4.4 Result
5 Discussion
6 Conclusion
References
DTN Routing Protocol Using Reinforcement Learning
1 Introduction
2 Related Works
2.1 Epidemic
2.2 Recovery Method
2.3 Spray and Wait
2.4 PRoPHET
2.5 PRoPHETv2
2.6 MaxProp
2.7 Routing Using Machine Learning
2.8 Problems with Existing Methods
3 Proposed Method
3.1 Overview of Proposed Method
3.2 Judgment of Duplication
3.3 Judgement of Duplication Priority Control
4 Performance Evaluation
4.1 Simulation Condition
4.2 Simulation Results
5 Conclusion
References
Data Fusion Protocols for Cloud Infrastructures
1 Introduction
2 Data Fusion Protocol
3 Fusion Processes in Cloud Computing
4 Conclusions
References
Implementation of Process Migration Method for PC-FPGA Hybrid System
1 Introduction
2 Implementation of the PFH System
2.1 Basic Configuration
2.2 FPGA Network
2.3 Application Programming Interface (API) Implementation
2.4 APP Module and HWICAP
2.5 Dynamic Partial Reconfiguration
3 Proposed Method
4 Performance Evaluation
5 Conclusions
References
Speeding-Up of Construction Algorithms for the Graph Coloring Problem
1 Introduction
2 Graph Coloring Problem
3 DSATUR
4 Recursive Largest First (RLF)
5 Novel Updating Subgraph Degree Method
5.1 Standard Subgraph Degree Updating Methods
5.2 Proposed Updating Subgraph Degree Method
6 Experimental Results
7 Conclusion
References
An On-Board Equipment and Blockchain-Based Automobile Insurance and Maintenance Platform
1 Introduction
2 Related Works
3 Model and Blockchain Architecture
4 Solution
5 Discussion
6 Conclusion and Future Works
References
An Integrated Fuzzy-Based Simulation System for Driver Risk Management in VANETs Considering Relative Humidity as a New Parameter
1 Introduction
2 Overview of VANETs
3 Proposed Fuzzy-Based Simulation System
4 Simulation Results
5 Conclusions
References
IoT Device Power Management Based on PSM and EDRX Mechanisms
1 Introduction
2 Preliminary
2.1 PSM Mechanism
2.2 eDRX Mechanism
2.3 Related Studies
3 PSM and eDRX Based IoT Energy Model
4 Simulation Result
5 Conclusion and Future Studies
References
Combining Agile with Traditional Software Development for Improvement Maintenance Efficiency and Quality
1 Introduction
2 The Importance of Software Maintenance
2.1 Three Successful Factors of Software Maintenance
2.2 Agile Project Development Advantages and Maintenance Risk
3 Critical Quality Characteristics of Software Maintenance
3.1 Major Maintenance Advantages of Waterfall Methodology
3.2 Critical Maintenance Quality Characteristics
4 Critical Maintenance Quality Measurement Model
5 Critical Maintenance Quality Improvement Process
6 Conclusion
References
On Text Tiling for Documents: A Neural-Network Approach
1 Introduction
2 Related Work
3 Preliminaries
3.1 Problem Definition
3.2 BERT Overview
4 Models
4.1 BERT-NSP
4.2 BERT-SEP
4.3 BERT-SEGMENT
5 Experiments
5.1 Datasets
5.2 Compared Models
5.3 Training Settings
5.4 Evaluation Results
6 Conclusion
References
A High Sensing Accuracy Mechanism for Wireless Sensor Networks
1 Introduction
2 Related Studies
3 The Proposed Mechanism
3.1 Network Environment
3.2 The Communications for Confirming Errors
3.3 The Transmission for Notifying Sinks of Errors
4 Evaluations
5 Conclusions and Future Work
References
A Novel Scheme of Schnorr Multi-signatures for Multiple Messages with Key Aggregation
1 Introduction
2 Preliminaries
2.1 Definitions
2.2 Prior Works
2.3 Issues
3 Our Proposal
3.1 Description
3.2 Security Proof
3.3 Implementation
4 Proposed Application
4.1 Contract During the Companies
References
A Fuzzy-Based Approach for Transmission Control of Sensory Data in Resilient Wireless Sensor Networks During Disaster Situation
1 Introduction
2 Resilient Wireless Sensor System in Disaster Situation
2.1 Overview of Wireless Sensor Networks
2.2 Development Approach
2.3 Fuzzy-Based System Parameters
3 Evaluation Results
4 Conclusions
References
Parasitic Coil Effects on Communication Performance of Table Type 13.56 MHz RFID Reader: A Comparison Study for Different Coil Turns
1 Introduction
2 RFID System
3 Effect of Different Coil Turns on Communication Performance
4 Conclusion
References
Tuning of Output Optical Signal Wavelength Through Resonant Filter for WDM System
1 Introduction
2 Frequency Dependent FDTD Method
3 Settings for Simulation
4 Simulation Results
5 Conclusion
References
Design and Implementation of a DQN Based AAV
1 Introduction
2 Implementation of an AAV Testbed
2.1 Design of a Quadrotor
2.2 DQN for Moving Control of AAV
3 Simulation Results
4 Conclusion
References
A Dynamic Tree-Based Fog Computing (DTBFC) Model for the Energy-Efficient IoT
1 Introduction
2 Dynamic Tree-Based Fog Computing (DTBFC) Model
3 Computation and Energy Consumption Models of a Fog Node
3.1 Computation Model
3.2 Energy Consumption Model
4 Algorithms to Split and Replicate Fog Nodes
4.1 Ways to Split and Replicate Fog Nodes
4.2 Energy Consumption and Execution Time
5 Concluding Remarks
References
An Energy-Efficient Algorithm for Virtual Machines to Migrate Considering Migration Time
1 Introduction
2 System Model
2.1 Virtual Machines
2.2 Power Consumption and Computation Models
3 Migration Time
4 MDMG (Maximum Energy Consumption Difference by Virtual Machine Migration) Algorithm
4.1 Selection of a Virtual Machine
4.2 Migration of a Virtual Machine
5 Evaluation
6 Concluding Remarks
References
A Coverage Construction Method Based Hill Climbing Approach for Mesh Router Placement Optimization
1 Introduction
2 Mesh Router Placement Problem
3 Proposed Method
3.1 CCM for Mesh Router Placement Optimization
3.2 CCM Based HC for Mesh Router Placement Optimization
4 Simulation Results
5 Conclusion
References
Review of Intelligent Data Analysis and Data Visualization
1 Introduction
2 Data Analysis Based on Artificial Intelligence
2.1 Big Data Analysis Based on Machine Learning
2.2 Big Data Analysis Based on Deep Learning
3 Data Visualization
3.1 Visual Color Design
3.2 Data Visualization Tools
3.3 Data Visualization Methods
4 Challenges and Open Problems
5 Conclusion
References
Data Analysis Based on Knowledge Graph
1 Introduction
2 Preliminaries of Knowledge Graph
2.1 Definitions
2.2 The State-of-the-Art Research
2.3 Applications
3 Data Analysis Based on Knowledge Graph
3.1 Knowledge Data Modeling
3.2 Knowledge Data Representation
3.3 Knowledge Data Extraction
3.4 Knowledge Data Fusion
3.5 Knowledge Data Storage
3.6 Data Analysis (Case Study Based on Risk Control Knowledge Graph)
4 Open Problems and Challenges
5 Conclusion
References
Integration of Software-Defined Network and Fuzzy Logic Approaches for Admission Control in 5G Wireless Networks: A Fuzzy-Based Scheme for QoS Evaluation
1 Introduction
2 Software-Defined Networks (SDNs)
3 Outline of Fuzzy Logic
3.1 Linguistic Variables
3.2 Fuzzy Control Rules
3.3 Defuzzificaion Method
4 Proposed Fuzzy-Based System
5 Simulation Results
6 Conclusions and Future Work
References
ICS Testbed Implementation Considering Dataset Collection Environment
1 Introduction
2 Related Work
2.1 ORNL (Oak Ridge National Laboratory) [8]
2.2 iTrust [9]
2.3 HAI (HIL Based Augmented ICS Testbed) [10]
3 Related Work
3.1 ISA 95/99 Based ICS Framework
3.2 Dataset Collection Range
3.3 Ease of Collecting and Restoring Attack Dataset
3.4 Inter-dataset Time Synchronization
4 ICS Testbed Configuration Method
5 Conclusions
References
A Study on Reducing Interest Misleading by Publisher Migration on Mobile Networks
1 Introduction
2 Related Works
3 Publisher Migration Problem
4 Proposal
5 Performance Evaluation
5.1 Simulation Environment
5.2 Evaluation Result
6 Conclusion
References
Cyber Attack Scenarios in Cooperative Automated Driving
1 Introduction
2 Related Work
2.1 Structure of V2X Communication
2.2 WAVE Standard
3 Security Threats to Cooperative Automated Driving
3.1 Security Threats to OBU by External Error Injection
3.2 Generating Fake WAVE Messages by CAN Message Injection
3.3 Sending False Events by Manipulating WAVE Messages
3.4 Sending False Events by Manipulating WAVE Messages
3.5 Location Information Disturbance by GPS Spoofing
3.6 Location Information Disturbance by GPS Spoofing
4 Conclusions
References
Implementation of a User Finger Movement Capturing Device for Control of Self-standing Omnidirectional Robot
1 Introduction
2 Related Work
3 Proposed Self-standing Omnidirectional Robot
3.1 Kinematics
3.2 Control System of the Proposed Self-standing Omnidirectional Robot
4 Implementation of User Finger Capturing Device
5 Experimental Results
6 Conclusions and Future Work
References
Implementation of Control Interfaces for Moving Omnidirectional Access Point Robot
1 Introduction
2 Related Work
3 Moving Omnidirectional Access Point Robot
3.1 Overview of MOAP Robot
3.2 Motor Control System
4 Implementation of Interfaces for MOAP Robot
5 Experimental Evaluation
6 Conclusions and Future Work
References
Proposal and Experimental Results of an Ambient Intelligence for Training on Soldering Iron Holding
1 Introduction
2 Proposed System
2.1 Object Recognition
2.2 Automation Surprise
3 Experimental Results
3.1 Experimental Settings
3.2 Experimental Scenario 1: Detection of Tip in Soldering Iron Using Cascade Classifier
3.3 Experimental Scenario 2: Estimation of the State Between Finger and Tip in Soldering Iron Using Cascade Classifier and DNN Hybrid Method
4 Conclusion
References
Design of Education Tool for Reinforcement-Learning Agent Developers
1 Introduction
2 Proposed Method
2.1 Empirical Knowledge
2.2 Action Selection Method
2.3 Multi-armed Bandit Problem
2.4 Local Solution and Escape of the Multi-armed Bandit Problem
3 Design of Example on Proposed Tool
3.1 Consideration
3.2 Design
3.3 Execution Result Monitor
4 Experiment and Evaluation
5 Conclusion
References
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Advances on Broad-Band Wireless Computing, Communication and Applications

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