Articles liés à Networked Multisensor Decision and Estimation Fusion:...

Networked Multisensor Decision and Estimation Fusion: Based on Advanced Mathematical Methods - Couverture rigide

Zhu, Yunmin; Zhou, Jie; Shen, Xiaojing; Song, Enbin; Luo, Yingting

 
9781439874523: Networked Multisensor Decision and Estimation Fusion: Based on Advanced Mathematical Methods

Synopsis

Due to the increased capability, reliability, robustness, and survivability of systems with multiple distributed sensors, multi-source information fusion has become a crucial technique in a growing number of areas—including sensor networks, space technology, air traffic control, military engineering, agriculture and environmental engineering, and industrial control. Networked Multisensor Decision and Estimation Fusion: Based on Advanced Mathematical Methods presents advanced mathematical descriptions and methods to help readers achieve more thorough results under more general conditions than what has been possible with previous results in the existing literature.

Examining emerging real-world problems, this book summarizes recent research developments in problems with unideal and uncertain frameworks. It presents essential mathematical descriptions and methods for multisensory decision and estimation fusion. Deriving thorough results under general conditions, this reference book:

  • Corrects several popular but incorrect results in this area with thorough mathematical ideas
  • Provides advanced mathematical methods, which lead to more general and significant results
  • Presents updated systematic developments in both multisensor decision and estimation fusion, which cannot be seen in other existing books
  • Includes numerous computer experiments that support every theoretical result

The book applies recently developed convex optimization theory and high efficient algorithms in estimation fusion, which opens a very attractive research subject on minimizing Euclidean error estimation for uncertain dynamic systems. Supplying powerful and advanced mathematical treatment of the fundamental problems, it will help to greatly broaden prospective applications of such developments in practice.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de l'auteur

Yunmin Zhu, Jie Zhou

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.