Intelligent IoT for the Digital World Incorporating 5G Communications and Fog/Edge Computing Technologies.

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Yang, Yang
Otros Autores: Chen, Xu, Tan, Rui, Xiao, Yong
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Newark : John Wiley & Sons, Incorporated, 2021.
Temas:
Internet of things.
Internet des objets.
Internet of things
Acceso en línea:Texto completo
Tabla de Contenidos:
  • Cover
  • Title Page
  • Copyright
  • Contents
  • Preface
  • Acknowledgments
  • Acronyms
  • Chapter 1 IoT Technologies and Applications
  • 1.1 Introduction
  • 1.2 Traditional IoT Technologies
  • 1.2.1 Traditional IoT System Architecture
  • 1.2.1.1 Sensing Layer
  • 1.2.1.2 Network Layer
  • 1.2.1.3 Application Layer
  • 1.2.2 IoT Connectivity Technologies and Protocols
  • 1.2.2.1 Low-power and Short-range Connectivity Technologies
  • 1.2.2.2 Low Data Rate and Wide-area Connectivity Technologies
  • 1.2.2.3 Emerging IoT Connectivity Technologies and Protocols
  • 1.3 Intelligent IoT Technologies
  • 1.3.1 Data Collection Technologies
  • 1.3.1.1 mmWave
  • 1.3.1.2 Massive MIMO
  • 1.3.1.3 Software Defined Networks
  • 1.3.1.4 Network Slicing
  • 1.3.1.5 Time Sensitive Network
  • 1.3.1.6 Multi-user Access Control
  • 1.3.1.7 Muti-hop Routing Protocol
  • 1.3.2 Computing Power Network
  • 1.3.2.1 Intelligent IoT Computing Architecture
  • 1.3.2.2 Edge and Fog Computing
  • 1.3.3 Intelligent Algorithms
  • 1.3.3.1 Big Data
  • 1.3.3.2 Artificial Intelligence
  • 1.4 Typical Applications
  • 1.4.1 Environmental Monitoring
  • 1.4.2 Public Safety Surveillance
  • 1.4.3 Military Communication
  • 1.4.4 Intelligent Manufacturing and Interactive Design
  • 1.4.5 Autonomous Driving and Vehicular Networks
  • 1.5 Requirements and Challenges for Intelligent IoT Services
  • 1.5.1 A Generic and Flexible Multi-tier Intelligence IoT Architecture
  • 1.5.2 Lightweight Data Privacy Management in IoT Networks
  • 1.5.3 Cross-domain Resource Management for Intelligent IoT Services
  • 1.5.4 Optimization of Service Function Placement, QoS, and Multi-operator Network Sharing for Intelligent IoT Services
  • 1.5.5 Data Time stamping and Clock Synchronization Services for Wide-area IoT Systems
  • 1.6 Conclusion
  • 2.3.1 Introduction and Background
  • 2.3.1.1 Intelligent Industrial IoT
  • 2.3.1.2 Edge Intelligence
  • 2.3.1.3 Challenges
  • 2.3.2 Boomerang Framework
  • 2.3.2.1 Framework Overview
  • 2.3.2.2 Prediction Model and Right-sizing Model
  • 2.3.2.3 Boomerang Optimizer
  • 2.3.2.4 Boomerang with DRL
  • 2.3.3 Performance Evaluation
  • 2.3.3.1 Emulation Environment
  • 2.3.3.2 Evaluation Results
  • 2.4 Fog-enabled Collaborative SLAM of Robot Swarm
  • 2.4.1 Introduction and Background
  • 2.4.2 A Fog-enabled Solution
  • 2.4.2.1 System Architecture
  • 2.4.2.2 Practical Implementation
  • 2.5 Conclusion

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