Networked Multisensor Decision and Estimation Fusion: Based on Advanced Mathematical Methods
Autor Yunmin Zhu, Jie Zhou, Xiaojing Shen, Enbin Song, Yingting Luoen Limba Engleză Hardback – 5 iul 2012
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
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Specificații
ISBN-13: 9781439874523
ISBN-10: 1439874522
Pagini: 440
Ilustrații: 60 b/w images
Dimensiuni: 156 x 234 x 28 mm
Greutate: 0.75 kg
Ediția:New.
Editura: CRC Press
Colecția CRC Press
Locul publicării:Boca Raton, United States
ISBN-10: 1439874522
Pagini: 440
Ilustrații: 60 b/w images
Dimensiuni: 156 x 234 x 28 mm
Greutate: 0.75 kg
Ediția:New.
Editura: CRC Press
Colecția CRC Press
Locul publicării:Boca Raton, United States
Public țintă
Researchers, practitioners, and graduate students in sensor networks, information fusion, signal processing, and wireless and mobile communications.Cuprins
Introduction. Parallel Statistical Binary Decision Fusion. General Network Statistical Decision Fusion. Some Uncertain Decision Combination. Convex Linear Estimation Fusion. Kalman Filtering Fusion. Robust Estimation Fusion. References.
Descriere
Multisource information fusion has become a crucial technique in areas such as sensor networks, space technology, air traffic control, military engineering, communications, industrial control, agriculture, and environmental engineering. Exploring recent significant results, this book presents essential mathematical descriptions and methods for multisensory decision and estimation fusion. It covers general adapted methods and systematic results, includes computer experiments to support the theoretical results, and fixes several popular but incorrect results in the field.