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Absolute Position Estimation with GPS/INS Sensor Fusion
using Kalman Filtering
Taschenbuch von Lukas Neubauer
Sprache: Englisch

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Beschreibung
Absolute position estimation is nowadays globally and always available due to Global Navigation Satellite Systems, like the Global Position System (GPS). Because of several error sources and other influences, the accuracy is limited or the signal may be blocked completely. Sensor fusion techniques are used to achieve better accuracy and to increase reliability. The most common integration method is an inertial navigation system (INS) aided with GPS measurements, processed by a Kalman filter. In this work two different GPS/INS integration methods are implemented, utilizing inertial sensors, odometer data and GPS measurements. The algorithms are designed to keep the computational complexity low and to be suitable for real time applications. The multi-rate property of the sensors is considered as well. Also an inertial sensor error analysis is performed. The results are presented by a MATLAB simulation, based on prior taken measurement data sets.
Absolute position estimation is nowadays globally and always available due to Global Navigation Satellite Systems, like the Global Position System (GPS). Because of several error sources and other influences, the accuracy is limited or the signal may be blocked completely. Sensor fusion techniques are used to achieve better accuracy and to increase reliability. The most common integration method is an inertial navigation system (INS) aided with GPS measurements, processed by a Kalman filter. In this work two different GPS/INS integration methods are implemented, utilizing inertial sensors, odometer data and GPS measurements. The algorithms are designed to keep the computational complexity low and to be suitable for real time applications. The multi-rate property of the sensors is considered as well. Also an inertial sensor error analysis is performed. The results are presented by a MATLAB simulation, based on prior taken measurement data sets.
Über den Autor
Lukas Neubauer, geboren 1993, ist Lehrer und unterrichtet die Fächer Deutsch sowie Geographie und Wirtschaftskunde.
Details
Erscheinungsjahr: 2017
Fachbereich: Nachrichtentechnik
Genre: Technik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Seiten: 124
Inhalt: 124 S.
ISBN-13: 9783639882032
ISBN-10: 3639882032
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Autor: Neubauer, Lukas
Hersteller: AV Akademikerverlag
Maße: 220 x 150 x 9 mm
Von/Mit: Lukas Neubauer
Erscheinungsdatum: 30.10.2017
Gewicht: 0,203 kg
preigu-id: 103909924
Über den Autor
Lukas Neubauer, geboren 1993, ist Lehrer und unterrichtet die Fächer Deutsch sowie Geographie und Wirtschaftskunde.
Details
Erscheinungsjahr: 2017
Fachbereich: Nachrichtentechnik
Genre: Technik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Seiten: 124
Inhalt: 124 S.
ISBN-13: 9783639882032
ISBN-10: 3639882032
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Autor: Neubauer, Lukas
Hersteller: AV Akademikerverlag
Maße: 220 x 150 x 9 mm
Von/Mit: Lukas Neubauer
Erscheinungsdatum: 30.10.2017
Gewicht: 0,203 kg
preigu-id: 103909924
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