Resource-Aware Data Fusion Algorithms for Wireless Sensor Networks

• Κύριοι συγγραφείς: Abdelgawad, Ahmed (Συγγραφέας), Bayoumi, Magdy (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Boston, MA : Springer US, 2012.
• Σειρά: Lecture Notes in Electrical Engineering, 118
• Θέματα: Engineering.; Algorithms.; Electronic circuits.; Circuits and Systems.; Signal, Image and Speech Processing.

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...

Πίνακας περιεχομένων:

• 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.