000 02815nam a22004815i 4500
001 978-1-4614-1350-9
003 DE-He213
005 20140220083242.0
007 cr nn 008mamaa
008 120215s2012 xxu| s |||| 0|eng d
020 _a9781461413509
_9978-1-4614-1350-9
024 7 _a10.1007/978-1-4614-1350-9
_2doi
050 4 _aTK7888.4
072 7 _aTJFC
_2bicssc
072 7 _aTEC008010
_2bisacsh
082 0 4 _a621.3815
_223
100 1 _aAbdelgawad, Ahmed.
_eauthor.
245 1 0 _aResource-Aware Data Fusion Algorithms for Wireless Sensor Networks
_h[electronic resource] /
_cby Ahmed Abdelgawad, Magdy Bayoumi.
264 1 _aBoston, MA :
_bSpringer US,
_c2012.
300 _aXV, 140p. 48 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aLecture Notes in Electrical Engineering,
_x1876-1100 ;
_v118
505 0 _aIntroduction 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.
520 _aThis 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.
650 0 _aEngineering.
650 0 _aAlgorithms.
650 0 _aSystems engineering.
650 1 4 _aEngineering.
650 2 4 _aCircuits and Systems.
650 2 4 _aSignal, Image and Speech Processing.
650 2 4 _aAlgorithms.
700 1 _aBayoumi, Magdy.
_eauthor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9781461413493
830 0 _aLecture Notes in Electrical Engineering,
_x1876-1100 ;
_v118
856 4 0 _uhttp://dx.doi.org/10.1007/978-1-4614-1350-9
912 _aZDB-2-ENG
999 _c101053
_d101053