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Wellness protocol for smart homes: an integrated framework for ambient assisted living

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...

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Detalles Bibliográficos
Autores principales: Ghayvat, Hemant, Mukhopadhyay, Subhas Chandra
Lenguaje:eng
Publicado: Springer 2017
Materias:
Acceso en línea:https://dx.doi.org/10.1007/978-3-319-52048-3
http://cds.cern.ch/record/2243815
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author Ghayvat, Hemant
Mukhopadhyay, Subhas Chandra
author_facet Ghayvat, Hemant
Mukhopadhyay, Subhas Chandra
author_sort Ghayvat, Hemant
collection CERN
description 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.
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spelling cern-22438152021-04-21T19:21:37Zdoi:10.1007/978-3-319-52048-3http://cds.cern.ch/record/2243815engGhayvat, HemantMukhopadhyay, Subhas ChandraWellness protocol for smart homes: an integrated framework for ambient assisted livingEngineeringThis 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.Springeroai:cds.cern.ch:22438152017
spellingShingle Engineering
Ghayvat, Hemant
Mukhopadhyay, Subhas Chandra
Wellness protocol for smart homes: an integrated framework for ambient assisted living
title Wellness protocol for smart homes: an integrated framework for ambient assisted living
title_full Wellness protocol for smart homes: an integrated framework for ambient assisted living
title_fullStr Wellness protocol for smart homes: an integrated framework for ambient assisted living
title_full_unstemmed Wellness protocol for smart homes: an integrated framework for ambient assisted living
title_short Wellness protocol for smart homes: an integrated framework for ambient assisted living
title_sort wellness protocol for smart homes: an integrated framework for ambient assisted living
topic Engineering
url https://dx.doi.org/10.1007/978-3-319-52048-3
http://cds.cern.ch/record/2243815
work_keys_str_mv AT ghayvathemant wellnessprotocolforsmarthomesanintegratedframeworkforambientassistedliving
AT mukhopadhyaysubhaschandra wellnessprotocolforsmarthomesanintegratedframeworkforambientassistedliving