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...
Bewaard in:
| Hoofdauteurs: | , |
|---|---|
| Formaat: | Livre numérique |
| Taal: | Anglais |
| Gepubliceerd in: |
New York, NY :
Springer New York
2012.
Cham : Springer Nature |
| Reeks: | Lecture Notes in Electrical Engineering
118 |
| Online toegang: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Opmerking: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Resource-Aware Data Fusion Algorithms for Wireless Sensor Networks, Texte imprimé, 9781461413493 • Resource-Aware Data Fusion Algorithms for Wireless Sensor Networks, Texte imprimé, 9781461413516 • Resource-Aware Data Fusion Algorithms for Wireless Sensor Networks, Texte imprimé, 9781489987068 |
Inhoudsopgave:
- 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.