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: Resource-Aware Data Fusion Algorithms for Wireless Sensor Networks
  name:
    name part: Abdelgawad, Ahmed.
    role:
      role term: creator
    role:
      role term: author.
  name:
    name part: Bayoumi, Magdy.
    role:
      role term: author.
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  origin info:
    place:
      place term: xxu
    date issued: 2012
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: electronic
    form: electronic resource
    reformatting quality: access
    form: remote
    extent: XVI, 108 p. online resource.
  abstract: This book introduces resource-aware data fusion algorithms to gather and combine data from multiple sources (e.g., sensors) in order to achieve inferences. These techniques can be used in centralized and distributed systems to overcome sensor failure, technological limitation, and spatial and temporal coverage problems. The algorithms described in this book are evaluated with simulation and experimental results to show they will maintain data integrity and make data useful and informative. Describes techniques to overcome real problems posed by wireless sensor networks deployed in circumstances that might interfere with measurements provided, such as strong variations of pressure, temperature, radiation, and electromagnetic noise; Uses simulation and experimental results to evaluate algorithms presented and includes real test-bed; Includes case study implementing data fusion algorithms on a remote monitoring framework for sand production in oil pipelines.
  table of contents: Introduction to wireless sensor networks -- Data fusion in wireless sensor networks -- Centralized data fusion algorithms -- Introduction to Kalman filters -- Proposed distributed Kalman filter -- Simulation and experimental results.
  note: by Ahmed Abdelgawad, Magdy Bayoumi.
  subject:
    topic: Engineering
  subject:
    topic: Algorithms
  subject:
    topic: Electronic circuits
  subject:
    topic: Engineering
  subject:
    topic: Circuits and Systems
  subject:
    topic: Signal, Image and Speech Processing
  subject:
    topic: Algorithms
  classification: TK7888.4
  classification: 621.3815
  related item:
    title info:
      title: Springer eBooks
  related item:
    title info:
      title: Lecture Notes in Electrical Engineering, 118
  identifier: 9781461413509
  identifier: http://dx.doi.org/10.1007/978-1-4614-1350-9
  record info:
    record creation date: 120215
    record change date: 20151121051126.0
    record identifier: 978-1-4614-1350-9