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Linear Estimation in Interconnected Sensor Systems with Information Constraints

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Format:
Book
Author/Creator:
Reinhardt, Marc
Series:
Karlsruhe Series on Intelligent Sensor-Actuator-Systems / Karlsruher Institut für Technologie, Intelligent Sensor-Actuator-Systems Laboratory
Language:
English
Physical Description:
1 online resource (XVII, 227 p. p.)
Place of Publication:
KIT Scientific Publishing 2015
Language Note:
English
Summary:
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.
ISBN:
1000045577

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