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The main contribution is the design of a stabilizing control system including integral actions based on an observer and its corroboration through experimental results, with the objective of the stabilization of a riderless bicycle toward its upright position through a torque applied to the handlebar. The bicycle stabilization is achieved even when the translational velocity is varying over time, parameter considered as scheduling variable. 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