Smart Sensor Networks -

Smart Sensor Networks

Analytics, Sharing and Control
Buch | Hardcover
XIII, 227 Seiten
2021 | 1st ed. 2022
Springer International Publishing (Verlag)
978-3-030-77213-0 (ISBN)
213,99 inkl. MwSt

This book provides IT professionals, educators, researchers, and students a compendium of knowledge on smart sensors and devices, types of sensors, data analysis and monitoring with the help of smart sensors, decision making, impact of machine learning algorithms, and artificial intelligence-related methodologies for data analysis and understanding of smart applications in networks.

Smart sensor networks play an important role in the establishment of network devices which can easily interact with physical world through plethora of variety of sensors for collecting and monitoring the surrounding context and allowing environment information. Apart from military applications, smart sensor networks are used in many civilian applications nowadays and there is a need to manage high volume of demands in related applications.

This book comprises of 9 chapters and presents a valuable insight on the original research and review articles on the latest achievements that contributes to the field of smart sensor networks and their usage in real-life applications like smart city, smart home, e-healthcare, smart social sensing networks, etc.  Chapters illustrate technological advances and trends, examine research opportunities, highlight best practices and standards, and discuss applications and adoption. Some chapters also provide holistic and multiple perspectives while examining the impact of smart sensor networks and the role of data analytics, data sharing, and its control along with future prospects.


An Overview of Artificial Intelligence Technology Directed at Smart Sensors and Devices from a Modern Perspective.- The Role of Smart Sensors in Smart City.- Impact of AI and Machine Learning in Smart Sensor Networks For Health Care.- ML Algorithms for Smart Sensor Networks.- Energy efficient smart lighting system for rooms.- QUIC Protocol Based Monitoring Probes for Network Devices Monitor & Alerts.- External Threat Detection in Smart Sensor Networks using Machine Learning Approach.- Towards Smart Farming Through Machine Learning-based Automatic Irrigation Planning.- Graph Powered Machine Learning in Smart Sensor Networks. 

Erscheinungsdatum
Reihe/Serie Studies in Big Data
Zusatzinfo XIII, 227 p. 85 illus., 62 illus. in color.
Verlagsort Cham
Sprache englisch
Maße 155 x 235 mm
Gewicht 523 g
Themenwelt Mathematik / Informatik Informatik Datenbanken
Technik
Schlagworte AI based Applications • Al • Big Data • Data Analysis • Data Management based Machine Learning Techniques • Graph Powered Machine Learning • Intelligence Applications • machine learning • Machine Learning Algorithm • machine learning applications • Smart Sensor Networks • Smart Sensors and Devices • Social and Intelligent Applications
ISBN-10 3-030-77213-6 / 3030772136
ISBN-13 978-3-030-77213-0 / 9783030772130
Zustand Neuware
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