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Wu / Aziz El-Banna

Machine Learning Modeling for IoUT Networks

Internet of Underwater Things

Medium: Buch
ISBN: 978-3-030-68566-9
Verlag: Springer International Publishing
Erscheinungstermin: 30.05.2021
Lieferfrist: bis zu 10 Tage

This book discusses how machine learning and the Internet of Things (IoT) are playing a part in smart control of underwater environments, known as Internet of UnderwaterThings (IoUT). The authors first present seawater’s key physical variables and go on to discuss opportunistic transmission, localization and positioning, machine learning modeling for underwater communication, and ongoing challenges in the field. In addition, the authors present applications of machine learning techniques for opportunistic communication and underwater localization. They also discuss the current challenges of machine learning modeling of underwater communication from two communication engineering and data science perspectives.


Produkteigenschaften


  • Artikelnummer: 9783030685669
  • Medium: Buch
  • ISBN: 978-3-030-68566-9
  • Verlag: Springer International Publishing
  • Erscheinungstermin: 30.05.2021
  • Sprache(n): Englisch
  • Auflage: 1. Auflage 2021
  • Serie: SpringerBriefs in Computer Science
  • Produktform: Kartoniert
  • Gewicht: 131 g
  • Seiten: 63
  • Format (B x H x T): 155 x 235 x 5 mm
  • Ausgabetyp: Kein, Unbekannt
Autoren/Hrsg.

Autoren

Introduction.- Seawater’s Key Physical Variables.- Opportunistic Transmission.- Localization and Positioning.- ML Modeling for Underwater Communication.- Open Challenges.- Conclusion.