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The Smart Cyber Ecosystem for Sustainable Development
Читать книгу The Smart Cyber Ecosystem for Sustainable Development - Группа авторов - Страница 1
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Страница 1
Table of Contents
List of Figures
List of Table
Guide
Pages
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1
Voyage of Internet of Things in the Ocean of Technology
1.1 Introduction
1.1.1 Characteristics of IoT
1.1.2 IoT Architecture
1.1.3 Merits and Demerits of IoT
1.2 Technological Evolution Toward IoT
1.3 IoT-Associated Technology
1.4 Interoperability in IoT
1.5 Programming Technologies in IoT
1.5.1 Arduino
1.5.2 Raspberry Pi
1.5.3 Python
1.6 IoT Applications
Conclusion
References
Страница 28
2
AI for Wireless Network Optimization: Challenges and Opportunities
2.1 Introduction to AI
2.2 Self-Organizing Networks
2.2.1 Operation Principle of Self-Organizing Networks
2.2.2 Self-Configuration
2.2.3 Self-Optimization
2.2.4 Self-Healing
2.2.5 Key Performance Indicators
2.2.6 SON Functions
2.3 Cognitive Networks
2.4 Introduction to Machine Learning
2.4.1 ML Types
2.4.2 Components of ML Algorithms
2.4.3 How do Machines Learn?
2.4.3.1 Supervised Learning
2.4.3.2 Unsupervised Learning
2.4.3.3 Semi-Supervised Learning
2.4.3.4 Reinforcement Learning
2.4.4 ML and Wireless Networks
2.5 Software-Defined Networks
2.5.1 SDN Architecture
2.5.2 The OpenFlow Protocol
2.5.3 SDN and ML
2.6 Cognitive Radio Networks
2.6.1 Sensing Methods
2.7 ML for Wireless Networks: Challenges and Solution Approaches
2.7.1 Cellular Networks
2.7.1.1 Energy Saving
2.7.1.2 Channel Access and Assignment
2.7.1.3 User Association and Load Balancing
2.7.1.4 Traffic Engineering
2.7.1.5 QoS/QoE Prediction
2.7.1.6 Security
2.7.2 Wireless Local Area Networks
2.7.2.1 Access Point Selection
2.7.2.2 Interference Mitigation
2.7.2.3 Channel Allocation and Channel Bonding
2.7.2.4 Latency Estimation and Frame Length Selection
2.7.2.5 Handover
2.7.3 Cognitive Radio Networks
References
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3
An Overview on Internet of Things (IoT) Segments and Technologies
3.1 Introduction
3.2 Features of IoT
3.3 IoT Sensor Devices
3.4 IoT Architecture
3.5 Challenges and Issues in IoT
3.6 Future Opportunities in IoT
3.7 Discussion
3.8 Conclusion
References
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