On non-linear unknown input observers-applied to lateral vehicle velocity estimation on banked roads

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Abstract

Unknown input observers (UIOs) are observers that have stable error dynamics that are independent of unknown inputs. This paper studies such observers for non-linear systems, and shows that the error dynamics for a non-linear UIO has the same structure as the error dynamics of a non-linear observer without unknown inputs. This result is first used to provide synthesis inequalities for UIOs for a class of non-linear systems, and secondly, to inspire the design of an observer for estimation of vehicle lateral velocity on banked roads.

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Imsland, L., Johansen, T. A., Grip, H. F., & Fossen, T. I. (2007). On non-linear unknown input observers-applied to lateral vehicle velocity estimation on banked roads. International Journal of Control, 80(11), 1741–1750. https://doi.org/10.1080/00207170701502066

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