Distributed Fusion Estimation for Sensor Networks with Communication Constraints
| Autor: | Wen-An Zhang, Bo Chen, Haiyu Song, Li Yu |
|---|---|
| EAN: | 9789811007958 |
| eBook Format: | |
| Sprache: | Englisch |
| Produktart: | eBook |
| Veröffentlichungsdatum: | 27.05.2016 |
| Kategorie: | |
| Schlagworte: | Communication constraints Information fusion Kalman filtering Optimal estimation Sensor networks |
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This book systematically presents energy-efficient robust fusion estimation methods to achieve thorough and comprehensive results in the context of network-based fusion estimation. It summarizes recent findings on fusion estimation with communication constraints; several novel energy-efficient and robust design methods for dealing with energy constraints and network-induced uncertainties are presented, such as delays, packet losses, and asynchronous information... All the results are presented as algorithms, which are convenient for practical applications.
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