Distributed Fusion Estimation for Sensor Networks with Communication Constraints

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 r...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Zhang, Wen-An (Autor), Chen, Bo (Autor), Song, Haiyu (Autor), Yu, Li (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Singapore : Springer Nature Singapore : Imprint: Springer, 2016.
Edición:1st ed. 2016.
Temas:
Control engineering.
Signal processing.
Telecommunication.
Computer networks .
Control and Systems Theory.
Signal, Speech and Image Processing .
Communications Engineering, Networks.
Computer Communication Networks.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 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.

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