Distributed Fusion Estimation for Sensor Networks with Communication Constraints
Nonfiction, Science & Nature, Technology, Automation, Electronics
| Author: | Li Yu, Wen-An Zhang, Haiyu Song, Bo Chen | ISBN: | 9789811007958 |
| Publisher: | Springer Singapore | Publication: | May 27, 2016 |
| Imprint: | Springer | Language: | English |
| Author: | Li Yu, Wen-An Zhang, Haiyu Song, Bo Chen |
| ISBN: | 9789811007958 |
| Publisher: | Springer Singapore |
| Publication: | May 27, 2016 |
| Imprint: | Springer |
| Language: | English |
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.
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.
