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Kalman-Filter: Einführung in Die Zustandsschätzung Und Ihre Anwendung Für Eingebettete Systeme by Reiner Marchthaler

Kalman-Filter: Einführung in Die Zustandsschätzung Und Ihre Anwendung Für Eingebettete Systeme

by Reiner Marchthaler , Sebastian Dingler
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Book cover type: Paperback
  • ISBN13: 9783658432157
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Springer Vieweg
  • Publisher Imprint: Springer Vieweg
  • Publication Date:
  • Pages: 238
  • Original Price: EUR 35.51
  • Language: German
  • Edition: 2. Aufl. 2024
  • Item Weight: 413 grams
  • BISAC Subject(s): Networking / General

Dieses Lehrbuch befasst sich leicht verständlich mit der Theorie der Kalman-Filterung. Die Autoren geben damit eine Einführung in Kalman-Filter und deren Anwendung für eingebettete Systeme. Zusätzlich wird anhand konkreter Praxisbeispiele der Kalman-Filterentwurf demonstriert - Teilschritte werden im Buch ausführlich erläutert.Kalman-Filter sind die erste Wahl, um Störsignale auf den Sensorsignalen zu eliminieren. Dies ist von besonderer Bedeutung, da viele technische Systeme ihre prozessrelevanten Informationen über Sensoren gewinnen. Jeder Messwert eines Sensors wei t jedoch aufgrund verschiedener Ursachen einen Messfehler auf. Würde ein System nur auf Basis dieser ungenauen Sensorinformationen arbeiten, so wären viele Anwendungen, wie zum Beispiel ein Navigationssystem oder autonome arbeitende Systeme, nicht möglich.Das Buch ist geeignet für interessierte Bachelor- und Master-Studierende der Fachrichtungen Informatik, Maschinenbau, Elektrotechnik undMechatronik. Ebenso ist das Buch eine Hilfe für Ingenieure und Wissenschaftler, die ein Kalman-Filter z. B. für die Datenfusion oder die Schätzung unbekannter Grö en in Echtzeitanwendungen einsetzen möchten.

Prof. Dr. Reiner Marchthaler hat eine Professur für das Lehrgebiet "Embedded Systems" in der Fakultät Informationstechnik an der Hochschule Esslingen mit dem Spezialgebiet autonom fahrende Fahrzeuge.

Sebastian Dingler studierte Technische Informatik und Informatik an der Hochschule Esslingen und am Karlsruher Institut für Technologie (KIT).

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