Fog-Enabled Intelligent IoT Systems

Fog-Enabled Intelligent IoT Systems

AngličtinaPevná väzbaTlač na objednávku
Yang Yang
Springer Nature Switzerland AG
EAN: 9783030231842
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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
EAN 9783030231842
ISBN 3030231844
Typ produktu Pevná väzba
Vydavateľ Springer Nature Switzerland AG
Dátum vydania 28. októbra 2019
Stránky 217
Jazyk English
Rozmery 235 x 155
Krajina Switzerland
Čitatelia Professional & Scholarly
Autori Chu Xiaoli; Luo, Xiliang; Yang Yang; Zhou Ming-Tuo
Ilustrácie XVIII, 217 p. 72 illus., 58 illus. in color.
Edícia 1st ed. 2020