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Marc Reinhardt

Linear Estimation in Interconnected Sensor Systems with Information Constraints

(Karlsruhe Series on Intelligent Sensor-Actuator-Systems ; 16)

AutorReinhardt, Marc

VerlagKIT Scientific Publishing, Karlsruhe

ISBN9783731503422

UmfangXVII, 227 S.

Veröffentlicht
am:
15.04.2015

Erscheinungs-
jahr
2015

VerfügbarkeitAktiv

Downloads:

Für Zitate bitte die folgende URL verwenden:
http://dx.doi.org/10.5445/KSP/1000045577

Abstract

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.