Fog-Enabled Intelligent IoT Systems

✍ Scribed by Yang Yang, Xiliang Luo, Xiaoli Chu, Ming-Tuo Zhou

Publisher: Springer International Publishing
Year: 2020
Tongue: English
Leaves: 230
Edition: 1st ed. 2020
Category: Library

No coin nor oath required. For personal study only.

✦ Synopsis

This book first provides a comprehensive review of state-of-the-art IoT technologies and applications in different industrial sectors and public services. The authors give in-depth analyses of fog computing architecture and key technologies that fulfill the challenging requirements of enabling computing services anywhere along the cloud-to-thing continuum. Further, in order to make IoT systems more intelligent and more efficient, a fog-enabled service architecture is proposed to address the latency requirements, bandwidth limitations, and computing power issues in realistic cross-domain application scenarios with limited priori domain knowledge, i.e. physical laws, system statuses, operation principles and execution rules. Based on this fog-enabled architecture, a series of data-driven self-learning applications in different industrial sectors and public services are investigated and discussed, such as robot SLAM and formation control, wireless network self-optimization, intelligent transportation system, smart home and user behavior recognition. Finally, the advantages and future directions of fog-enabled intelligent IoT systems are summarized.

Provides a comprehensive review of state-of-the-art IoT technologies and applications in different industrial sectors and public services
Presents a fog-enabled service architecture with detailed technical approaches for realistic cross-domain application scenarios with limited prior domain knowledge
Outlines a series of data-driven self-learning applications (with new algorithms) in different industrial sectors and public services

✦ Table of Contents

Front Matter ....Pages i-xviii
IoT Technologies and Applications (Yang Yang, Xiliang Luo, Xiaoli Chu, Ming-Tuo Zhou)....Pages 1-37
Fog Computing Architecture and Technologies (Yang Yang, Xiliang Luo, Xiaoli Chu, Ming-Tuo Zhou)....Pages 39-60
Analytical Framework for Multi-Task Multi-Helper Fog Networks (Yang Yang, Xiliang Luo, Xiaoli Chu, Ming-Tuo Zhou)....Pages 61-98
Fog-Enabled Multi-Robot System (Yang Yang, Xiliang Luo, Xiaoli Chu, Ming-Tuo Zhou)....Pages 99-131
Fog-Enabled Wireless Communication Networks (Yang Yang, Xiliang Luo, Xiaoli Chu, Ming-Tuo Zhou)....Pages 133-161
Fog-Enabled Intelligent Transportation System (Yang Yang, Xiliang Luo, Xiaoli Chu, Ming-Tuo Zhou)....Pages 163-184
Fog-Enabled Smart Home and User Behavior Recognition (Yang Yang, Xiliang Luo, Xiaoli Chu, Ming-Tuo Zhou)....Pages 185-210
Conclusions (Yang Yang, Xiliang Luo, Xiaoli Chu, Ming-Tuo Zhou)....Pages 211-212
Back Matter ....Pages 213-217

✦ Subjects

Engineering; Communications Engineering, Networks; Signal, Image and Speech Processing; Information Systems Applications (incl.Internet)

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