rdf-syntax-grammar
mods:
  schema location: http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
  title info:
    title: Wellness Protocol for Smart Homes
    sub title: An Integrated Framework for Ambient Assisted Living
  name:
    name part: Ghayvat, Hemant.
    role:
      role term: creator
    role:
      role term: author.
  name:
    name part: Mukhopadhyay, Subhas Chandra.
    role:
      role term: author.
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  origin info:
    place:
      place term: gw
    date issued: 2017
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: electronic
    form: electronic resource
    reformatting quality: access
    form: remote
    extent: XI, 160 p. 115 illus. in color. online resource.
  abstract: 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.
  table of contents: 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.
  note: by Hemant Ghayvat, Subhas Chandra Mukhopadhyay.
  subject:
    topic: Engineering
  subject:
    topic: Data mining
  subject:
    topic: Physical measurements
  subject:
    topic: Measurement
  subject:
    topic: Electronics
  subject:
    topic: Microelectronics
  subject:
    topic: Biomedical engineering
  subject:
    topic: Environmental monitoring
  subject:
    topic: Engineering
  subject:
    topic: Electronics and Microelectronics, Instrumentation
  subject:
    topic: Measurement Science and Instrumentation
  subject:
    topic: Data Mining and Knowledge Discovery
  subject:
    topic: Biomedical Engineering
  subject:
    topic: Monitoring/Environmental Analysis
  classification: TK7800-8360
  classification: TK7874-7874.9
  classification: 621.381
  related item:
    title info:
      title: Springer eBooks
  related item:
    title info:
      title: Smart Sensors, Measurement and Instrumentation, 24
  identifier: 9783319520483
  identifier: http://dx.doi.org/10.1007/978-3-319-52048-3
  record info:
    record creation date: 170106
    record change date: 20170106084709.0
    record identifier: 978-3-319-52048-3