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Wellness Protocol for Smart Homes
Údaje o názvu Wellness Protocol for Smart Homes [electronic resource] : An Integrated Framework for Ambient Assisted Living / by Hemant Ghayvat, Subhas Chandra Mukhopadhyay. Nakladatel Cham : Springer International Publishing : Imprint: Springer, 2017. Fyz.popis XI, 160 p. 115 illus. in color. online resource. ISBN 9783319520483 Edice Smart Sensors, Measurement and Instrumentation, ISSN 2194-8402 ; 24 Úplný obsah Introduction -- Literature Survey -- Wellness Protocol Development and Implementation -- Issues and Mitigation of WSNs-based Smart Building Systems -- Activity Detection and Wellness Pattern Generation -- Wellness Pattern Generation and Forecasting -- Conclusion and Future Works. Poznámky k dostupnosti Přístup pouze pro oprávněné uživatele Dal.odpovědnost Mukhopadhyay, Subhas Chandra. Dal.odpovědnost SpringerLink (Online service) Předmět.hesla Engineering. * Data mining. * Physical measurements. * Measurement. * Electronics. * Microelectronics. * Biomedical engineering. * Environmental monitoring. Forma, žánr elektronické knihy electronic books Země vyd. Německo Jazyk dok. angličtina Druh dok. Elektronické knihy URL Plný text pro studenty a zaměstnance UPOL kniha
This book focuses on the development of wellness protocols for smart home monitoring, aiming to forecast the wellness of individuals living in ambient assisted living (AAL) environments. It describes in detail the design and implementation of heterogeneous wireless sensors and networks as applied to data mining and machine learning, which the protocols are based on. Further, it shows how these sensor and actuator nodes are deployed in the home environment, generating real-time data on object usage and other movements inside the home, and therefore demonstrates that the protocols have proven to offer a reliable, efficient, flexible, and economical solution for smart home systems. Documenting the approach from sensor to decision making and information generation, the book addresses various issues concerning interference mitigation, errors, security and large data handling. As such, it offers a valuable resource for researchers, students and practitioners interested in interdisciplinary studies at the intersection of wireless sensing processing, radio communication, the Internet of Things and machine learning, and in how they can be applied to smart home monitoring and assisted living environments.
Introduction -- Literature Survey -- Wellness Protocol Development and Implementation -- Issues and Mitigation of WSNs-based Smart Building Systems -- Activity Detection and Wellness Pattern Generation -- Wellness Pattern Generation and Forecasting -- Conclusion and Future Works.
Počet záznamů: 1