Fog-Enabled Intelligent IoT Systems

Fog-Enabled Intelligent IoT Systems

by Yang YangXiliang Luo Xiaoli Chu and others
Epub (Kobo), Epub (Adobe)
Publication Date: 17/10/2019

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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

ISBN:
9783030231859
9783030231859
Category:
Communications engineering / telecommunications
Format:
Epub (Kobo), Epub (Adobe)
Publication Date:
17-10-2019
Language:
English
Publisher:
Springer International Publishing

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