Presentation 2007-05-24
Fundamental Theories for Ubiquitous and Sensor Networks : From the Viewpoint of Sensor Fusion
Shingo KAGAMI,
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Abstract(in English) Theoretical aspects of some techniques for sensory information processing that may have considerable impacts on the sensor network design, and vice versa, are reviewed. Basic statistical methods for multisensor data fusion and their decentralized implementations are described. Methods for sensor, evaluation and selection, which are in particular important for achieving cost-aware sensor networks, are also discussed.
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Keyword(in English) Kalman filter / particle filter / sensor selection / decentralized sensing
Paper # USN2007-2
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Committee USN
Conference Date 2007/5/17(1days)
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Registration To Ubiquitous and Sensor Networks(USN)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Fundamental Theories for Ubiquitous and Sensor Networks : From the Viewpoint of Sensor Fusion
Sub Title (in English)
Keyword(1) Kalman filter
Keyword(2) particle filter
Keyword(3) sensor selection
Keyword(4) decentralized sensing
1st Author's Name Shingo KAGAMI
1st Author's Affiliation Graduate School of Information Sciences, Tohoku University()
Date 2007-05-24
Paper # USN2007-2
Volume (vol) vol.107
Number (no) 53
Page pp.pp.-
#Pages 5
Date of Issue