Distributed Fusion Estimation for Sensor Networks with Communication Constraints
tarafından
Zhang, Wen-An. author.
Başlık
:
Distributed Fusion Estimation for Sensor Networks with Communication Constraints
Yazar
:
Zhang, Wen-An. author.
ISBN
:
9789811007958
Yazar
:
Zhang, Wen-An. author.
Fiziksel Niteleme
:
XII, 210 p. 96 illus., 38 illus. in color. online resource.
İçindekiler
:
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.
Özet
:
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.
Konu Başlığı
:
Engineering.
Computer communication systems.
Control engineering.
Electrical engineering.
Control.
Signal, Image and Speech Processing.
Communications Engineering, Networks.
Computer Communication Networks.
Yazar Ek Girişi
:
Chen, Bo.
Song, Haiyu.
Yu, Li.
Ek Kurum Yazar
:
SpringerLink (Online service)
Elektronik Erişim
:
Materyal Türü | Barkod | Yer Numarası | Durumu/İade Tarihi |
---|
Electronic Book | 19081-1001 | TJ212 -225 | Springer E-Book Collection |