Forthcoming Networks and Sustainability in the IoT Era

Name: Forthcoming Networks and Sustainability in the IoT Era | First EAI International Conference, FoNeS - IoT 2020, Virtual Event, October 1-2, 2020, Proceedings
Brand: Springer
Price: 53.49 EUR
Availability: OnlineOnly

First EAI International Conference, FoNeS - IoT 2020, Virtual Event, October 1-2, 2020, Proceedings

Enver Ever Fadi Al-Turjman(Herausgeber*in)

Springer (Verlag)

Erschienen am 3. März 2021

X, 177 Seiten

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978-3-030-69431-9 (ISBN)

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Beschreibung

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Inhalt

Intro
Preface
Conference Organization
Contents
From Traditional House Price Appraisal to Computer Vision-Based: A Survey
1 Introduction
2 Reviews
3 Enabling Technologies
4 Discussions
5 Conclusions
References
Active Noise Cancellation for IoT-Driven Electronic Stethoscope: A Comparative Study of Adaptive Filters
1 Introduction
2 Background
2.1 Adaptive Filters
2.2 IoT-Driven Electronic Stethoscope
3 Materials and Methods
3.1 Electronic Stethoscope System Identification
3.2 ANC Simulation
4 Results and Discussion
5 Conclusion
References
Design of a Navigation System for the Blind/Visually Impaired
1 Introduction
2 Literature Review
3 Methodology
3.1 System Description
3.2 System Component
3.3 Experimental Process
3.4 Visualisation
3.5 Computational Environment
4 Results
5 Conclusion
References
6G Applications and Standards - An Overview
1 Introduction
2 Literature Review
3 Development of Mobile Communication
4 Sixth Generation Enabling Technologies
4.1 Terahertz Communications
4.2 Artificial Intelligence in 6G
4.3 Big Data Analytics for 6G
4.4 Holographic Communications
5 6G Driving Applications and Metrics
5.1 Multisensory XR Applications
5.2 Orbital Angular Momentum Communication
5.3 Tele-Operated Driving
5.4 Robotics and Autonomous Systems
6 Standardization and Research Activities
7 Challenges and Future Research Direction
8 Conclusions
References
IOT Based Energy Monitoring of PV Plants - An Overview
1 Introduction
2 Photovoltaic Energy Monitoring
2.1 Classification of Photovoltaic Systems
2.2 Energy Monitoring Variables
2.3 Measurement of Variables
3 Components of Monitoring Systems
4 Challenges of Photovoltaic Energy Monitoring Systems
5 Discussion
6 Proposed Protective Measures
7 Conclusion
References
Student Grade Prediction Using Machine Learning in Iot Era
1 Introduction
2 Literature Review
3 Materials and Methodology
3.1 Description of the Data
3.2 Selecting Machine Learning Techniques
3.3 Experimental Process
3.4 Data Visualization
3.5 Computational Environment
4 Results
4.1 Recognizing the Pattern in the Grades
4.2 Accuracy with Other Models
5 Conclusion
References
RapidAuth: Fast Authentication for Sustainable IoT
1 Introduction
1.1 Contributions
1.2 Paper Outline
2 Related Work
3 Preliminary Background
4 System Models
4.1 Network Model
4.2 Assumptions
5 RapidAuth Protocol
5.1 Mutual Authentication
5.2 Session Key Formation
6 Protocol Verification
7 Security Analysis
7.1 Elliptic Curve Cryptography Security
7.2 Cloning and Physical Attacks
8 Performance Analysis
8.1 Computational Complexity
8.2 Communication Overhead
8.3 Verification Delay
9 Conclusions
References
Analysis of Machine Learning Techniques for Lightweight DDoS Attack Detection on IoT Networks
1 Introduction
2 Related Works
3 Proposed Approach and Implementation
3.1 Data Transformation Module
3.2 Dataset Factory
4 Results
4.1 Model Performance Analysis
4.2 Accuracy
4.3 Runtime Performance
5 Conclusion and Future Work
References
Light Communication for Controlling Industrial Robots
1 Introduction
1.1 Optical Wireless Communication at Glance
2 Paper Contribution
3 Literature Review
4 Experimental Setup
4.1 Reference System Architecture
4.2 Performance Measures
5 Experiments and Test Results
5.1 Throughput and per Tests
5.2 Latency Tests
5.3 Discussion
6 Conclusion and Future Work
6.1 Future Developments
References
Classification of IoT Device Communication Through Machine Learning Techniques
1 Introduction
2 Literature Review
2.1 Bluetooth Technology
2.2 WiFi
2.3 ML and DRL Techniques
3 Model Design and Experimental Results
3.1 Experimental Results of Device Classification
3.2 Experimental Results of Wi-Fi Device Detection
4 Conclusion
References
Share: A Design Pattern for Dynamic Composition of IoT Services
1 Introduction
2 Related Work
3 Design Pattern
3.1 Class Diagram
3.2 Sequence Diagram
4 Discussion
5 Conclusion and Future Works
References
A Framework of Developing Health Care Application Systems Using 6LoWPAN Based Wireless Sensor Networks
1 Introduction
2 Challenges of the WSNs for Health Care
2.1 Health Care Services
2.2 Wireless Technology in Health Care and Medical Services
2.3 Wireless and Sensing Devices in Health Care
3 Standards for Protocols of the WSNs Networks
3.1 Application Protocols
3.2 Multi-hop Routing Protocols
3.3 6LoWPAN - IPv6 Routing Protocol for Low Power and Lossy Networks
3.4 IEEE 802.15.4 - ZigBee
4 Implementation of the WSN in Health Care
4.1 The WSNs Network Simulator
4.2 Simulation of WSNs for Healthcare Using NS-3
5 Configurations of WSNs for Health Care Scenarios
5.1 The Application of WSNs in Hospitals
5.2 The Application of WSNs in Care Center
6 Conclusion
References
A New Intrusion Detection Scheme Using CatBoost Classifier
1 Introduction
2 Related Work
3 Proposed Scheme
3.1 Dataset
3.2 Pre Processing
3.3 Training and Testing
3.4 Decision
4 Empirical Evolution and Results
5 Conclusion
References
Author Index

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