Linear Estimation in Interconnected Sensor Systems with Information Constraints

Marc Reinhardt (Autor)

Buch | Softcover

XVII, 264 Seiten

2015
KIT Scientific Publishing (Verlag)
978-3-7315-0342-2 (ISBN)

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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.

Erscheint lt. Verlag	15.4.2015
Reihe/Serie	Karlsruhe Series on Intelligent Sensor-Actuator-Systems / Karlsruher Institut für Technologie, Intelligent Sensor-Actuator-Systems Laboratory ; 16
Zusatzinfo	graph. Darst.
Sprache	englisch
Maße	148 x 210 mm
Gewicht	485 g
Einbandart	Paperback
Themenwelt	Mathematik / Informatik ► Mathematik ► Wahrscheinlichkeit / Kombinatorik
Schlagworte	Datenfusion • Distributed Systems • Estimation theory • Kalman Filter • Kalman Filtering • Schätztheorie • sensor networks • Sensornetze • Verteilte Systems Data fusion • Verteilte Systems Data fusion • Verteilte Systems§§§Data fusion
ISBN-10	3-7315-0342-5 / 3731503425
ISBN-13	978-3-7315-0342-2 / 9783731503422
Zustand	Neuware