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Resource-Aware Data Fusion Algorithms for Wireless Sensor Networks
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 tempo...
| Call Number: | Libro Electrónico |
|---|---|
| Main Authors: | , |
| Corporate Author: | |
| Format: | Electronic eBook |
| Language: | Inglés |
| Published: |
New York, NY :
Springer New York : Imprint: Springer,
2012.
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| Edition: | 1st ed. 2012. |
| Series: | Lecture Notes in Electrical Engineering,
118 |
| Subjects: | |
| Online Access: | Texto Completo |
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.