The Resource Resource-aware data fusion algorithms for wireless sensor networks, Ahmed Abdelgawad, Magdy Bayoumi, (electronic resource)

Resource-aware data fusion algorithms for wireless sensor networks, Ahmed Abdelgawad, Magdy Bayoumi, (electronic resource)

Label
Resource-aware data fusion algorithms for wireless sensor networks
Title
Resource-aware data fusion algorithms for wireless sensor networks
Statement of responsibility
Ahmed Abdelgawad, Magdy Bayoumi
Creator
Contributor
Provider
Subject
Genre
Language
eng
Summary
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
Member of
Cataloging source
GW5XE
http://library.link/vocab/creatorName
Abdelgawad, Ahmed
Image bit depth
0
LC call number
QA76.5915
LC item number
.A23 2012
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
  • SpringerLink
  • Bayoumi, Magdy A
Series statement
Lecture Notes in Electrical Engineering,
Series volume
118
http://library.link/vocab/subjectName
  • Context-aware computing
  • Multisensor data fusion
  • Wireless sensor networks
  • COMPUTERS / Computer Literacy
  • COMPUTERS / Computer Science
  • COMPUTERS / Data Processing
  • COMPUTERS / Hardware / General
  • COMPUTERS / Information Technology
  • COMPUTERS / Machine Theory
  • COMPUTERS / Reference
  • Context-aware computing
  • Multisensor data fusion
  • Wireless sensor networks
  • Ingénierie
Label
Resource-aware data fusion algorithms for wireless sensor networks, Ahmed Abdelgawad, Magdy Bayoumi, (electronic resource)
Instantiates
Publication
Antecedent source
mixed
Bibliography note
Includes bibliographical references and index
Carrier category
online bron
Carrier category code
  • cr
Carrier MARC source
rdacarrier/dut
Color
not applicable
Content category
tekst
Content type code
  • txt
Content type MARC source
rdacontent/dut
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
Dimensions
unknown
Extent
1 online resource (xvi, 107 p.)
File format
multiple file formats
Form of item
  • online
  • electronic
Isbn
9781461413509
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia/dut
Media type code
  • c
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (OCoLC)778366103
  • (OCoLC)ocn778366103
Label
Resource-aware data fusion algorithms for wireless sensor networks, Ahmed Abdelgawad, Magdy Bayoumi, (electronic resource)
Publication
Antecedent source
mixed
Bibliography note
Includes bibliographical references and index
Carrier category
online bron
Carrier category code
  • cr
Carrier MARC source
rdacarrier/dut
Color
not applicable
Content category
tekst
Content type code
  • txt
Content type MARC source
rdacontent/dut
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
Dimensions
unknown
Extent
1 online resource (xvi, 107 p.)
File format
multiple file formats
Form of item
  • online
  • electronic
Isbn
9781461413509
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia/dut
Media type code
  • c
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (OCoLC)778366103
  • (OCoLC)ocn778366103

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