A ubiquitous challenge in many technical applications is to estimate an unknown state by means of data that stems from several, often heterogeneous sensor sources. In this book, information is interpreted stochastically, and techniques for the distributed processing of data are derived that minimize the error of estimates about the unknown state. Methods for the reconstruction of dependencies are proposed and novel approaches for the distributed processing of noisy data are developed.
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DETAILS
Linear Estimation in Interconnected Sensor Systems with Information Constraints
Dissertationsschrift
Reinhardt, Marc
Kartoniert, XVII, 264 S.
graph. Darst.
Sprache: Englisch
21 cm
ISBN-13: 978-3-7315-0342-2
Titelnr.: 52199962
Gewicht: 485 g
KIT Scientific Publishing (2015)
Karlsruher Institut für Technologie (KIT Scientific Publishing c/o KIT-Bibliothek
Straße am Forum 2
76131 Karlsruhe, Baden
info@ksp.kit.edu