1.

Record Nr.

UNINA9910346783203321

Autore

Reinhardt Marc

Titolo

Linear Estimation in Interconnected Sensor Systems with Information Constraints

Pubbl/distr/stampa

KIT Scientific Publishing, 2015

ISBN

1000045577

Descrizione fisica

1 electronic resource (XVII, 227 p. p.)

Collana

Karlsruhe Series on Intelligent Sensor-Actuator-Systems / Karlsruher Institut für Technologie, Intelligent Sensor-Actuator-Systems Laboratory

Lingua di pubblicazione

Inglese

Formato

Materiale a stampa

Livello bibliografico

Monografia

Sommario/riassunto

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.