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Wellness Protocol for Smart Homes

An Integrated Framework for Ambient Assisted Living

By: Hemant Ghayvat,Subhas Chandra Mukhopadhyay

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Wellness Protocol for Smart Homes

An Integrated Framework for Ambient Assisted Living

By: Hemant Ghayvat,Subhas Chandra Mukhopadhyay

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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Page Count

165

Publisher

Springer

Published Date

ISBN 10

3319520482

ISBN 13

9783319520483

Wellness Protocol for Smart Homes

An Integrated Framework for Ambient Assisted Living

By: Hemant Ghayvat,Subhas Chandra Mukhopadhyay

Write a review Read reviews Take a Quiz Solve Book Puzzle

Wellness Protocol for Smart Homes

An Integrated Framework for Ambient Assisted Living

By: Hemant Ghayvat,Subhas Chandra Mukhopadhyay

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.

Average ratings

N/A

5

0%

4

0%

3

0%

2

0%

1

0%

Solve jigsaw puzzle

Age

Page Count

165

Publisher

Springer

Published Date

ISBN 10

3319520482

ISBN 13

9783319520483