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Abstract
This thesis focuses on the investigation and the implementation of different observers
for the estimation of the roll angle of a motorbike. The central core of the activity is applying a Model-Based design in order to outline, simulate and
implement the filters with the aim of a final comparison of the performances.
This approach is crucially underlined among the chapters that articulate this
document: first the design and tuning of an Extended Kalman Filter and a
Complementary Filter in a pure simulation environment emphasize the most
accurate choice for the particular problem. After this, several steps were performed
in order to move from the aforementioned simulation environment to a
real hardware application.
In conclusion, several sensor configurations were tested and compared in order
to highlight which sensor suite gives the best performances.
Abstract
This thesis focuses on the investigation and the implementation of different observers
for the estimation of the roll angle of a motorbike. The central core of the activity is applying a Model-Based design in order to outline, simulate and
implement the filters with the aim of a final comparison of the performances.
This approach is crucially underlined among the chapters that articulate this
document: first the design and tuning of an Extended Kalman Filter and a
Complementary Filter in a pure simulation environment emphasize the most
accurate choice for the particular problem. After this, several steps were performed
in order to move from the aforementioned simulation environment to a
real hardware application.
In conclusion, several sensor configurations were tested and compared in order
to highlight which sensor suite gives the best performances.
Tipologia del documento
Tesi di laurea
(Laurea magistrale)
Autore della tesi
Shtylla, Mirko
Relatore della tesi
Correlatore della tesi
Scuola
Corso di studio
Ordinamento Cds
DM270
Parole chiave
extended kalman filter,roll angle,motorbile
Data di discussione della Tesi
7 Ottobre 2021
URI
Altri metadati
Tipologia del documento
Tesi di laurea
(NON SPECIFICATO)
Autore della tesi
Shtylla, Mirko
Relatore della tesi
Correlatore della tesi
Scuola
Corso di studio
Ordinamento Cds
DM270
Parole chiave
extended kalman filter,roll angle,motorbile
Data di discussione della Tesi
7 Ottobre 2021
URI
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