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Smart Sensor Networks: Analytics, Sharing and Control: Studies in Big Data, cartea 92

Editat de Umang Singh, Ajith Abraham, Arturas Kaklauskas, Tzung-Pei Hong
en Limba Engleză Paperback – 3 sep 2022
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.

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Specificații

ISBN-13: 9783030772161
ISBN-10: 3030772160
Pagini: 227
Ilustrații: XIII, 227 p. 85 illus., 62 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.35 kg
Ediția:1st ed. 2022
Editura: Springer International Publishing
Colecția Springer
Seria Studies in Big Data

Locul publicării:Cham, Switzerland

Cuprins

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. 


Textul de pe ultima copertă

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.

Caracteristici

Presents recent research and the latest achievements in the field of smart sensor networks and their usage in related domains Covers network techniques and design and principles of smart sensor networks Presents a survey of technologies employed to smart sensor networks, data collection, data monitoring, control, and management