Estimation of the Longitudinal and Lateral Velocities of a Vehicle using Extended Kalman Filters

Vehicle motion and tire forces have been estimated using extended Kalman filters for many years. The use of extended Kalman filters is primarily motivated by the simultaneous presence of nonlinear dynamics and sensor noise. Two versions of extended Kalman filters are employed in this thesis: one usi...

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Bibliographic Details
Main Author: Alvarez, Juan Camilo
Format: Others
Language:en_US
Published: Georgia Institute of Technology 2007
Subjects:
Online Access:http://hdl.handle.net/1853/13951