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Networked filtering and fusion in wireless sensor networks

Author: Magdi S Mahmoud
Publisher: Boca Raton : CRC Press, Taylor & Francis, [2015]
Edition/Format:   Print book : EnglishView all editions and formats
Database:WorldCat
Summary:
"Wireless sensor networks (WSNs) produce much data that needs to be processed, delivered, and assessed according to application objectives. Information fusion arises as a response to data gathered by sensor nodes and benefits from their processing capability. This book is about the current state of information fusion. It presents the known methods, algorithms, architectures, and models of information fusion, and  Read more...
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Document Type: Book
All Authors / Contributors: Magdi S Mahmoud
ISBN: 9781482250961 1482250969
OCLC Number: 879245894
Description: xxvi, 550 pages : illustrations ; 24 cm
Contents: 1. Introduction --
2. Wireless sensor networks --
3. Distributed sensor fusion --
4. Distributed Kalman filtering --
5. Expectation maximization --
6. Wireless estimation methods --
7. Multi-sensor fault estimation --
8. Multi-sensor data fusion --
9. Approximate distributed estimation --
10. Estimation via information matrix --
11. Filtering in sensor networks.
Responsibility: Magdi S. Mahmoud, Yuanqing Xia.
More information:

Abstract:

"Wireless sensor networks (WSNs) produce much data that needs to be processed, delivered, and assessed according to application objectives. Information fusion arises as a response to data gathered by sensor nodes and benefits from their processing capability. This book is about the current state of information fusion. It presents the known methods, algorithms, architectures, and models of information fusion, and discusses their applicability in the context of WSNs. Consideration is given to the range of topics treated in the current literature and presenting results of typical case studies"--

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"By exploiting the synergies among available data, information fusion can reduce data traffic, filter noisy measurements, and make predictions and inferences about a monitored entity. Networked Read more...

 
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