Distributed Fusion Estimation for Sensor Networks with Communication Constraints / / by Wen-An Zhang, Bo Chen, Haiyu Song, Li Yu
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| Autore: |
Zhang Wen-An
|
| Titolo: |
Distributed Fusion Estimation for Sensor Networks with Communication Constraints / / by Wen-An Zhang, Bo Chen, Haiyu Song, Li Yu
|
| Pubblicazione: | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2016 |
| Edizione: | 1st ed. 2016. |
| Descrizione fisica: | 1 online resource (XII, 210 p. 96 illus., 38 illus. in color.) |
| Disciplina: | 629.8 |
| Soggetto topico: | Automatic control |
| Signal processing | |
| Telecommunication | |
| Computer networks | |
| Control and Systems Theory | |
| Signal, Speech and Image Processing | |
| Communications Engineering, Networks | |
| Computer Communication Networks | |
| Persona (resp. second.): | ChenBo |
| SongHaiyu | |
| YuLi | |
| Nota di bibliografia: | Includes bibliographical references at the end of each chapters and index. |
| Nota di contenuto: | Introduction -- Multi-Rate Kalman Fusion Estimation for WSNs -- Kalman Fusion Estimation for WSNs with Non-Uniform Estimation Rates -- H1 Fusion Estimation for WSNs with Non-Uniform Sampling Rates -- Fusion Estimation for WSNs Using Dimension Reduction Method -- H1 Fusion Estimation for WSNs with Quantization -- Hierarchical Asynchronous Fusion Estimation for WSNs -- Fusion Estimation for WSNs with Delayed Measurements -- Fusion Estimation for WSNs with Delays and Packet Losses. |
| Sommario/riassunto: | 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. |
| Titolo autorizzato: | Distributed Fusion Estimation for Sensor Networks with Communication Constraints |
| ISBN: | 981-10-0795-0 |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 9910254227903321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |