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In this paper we address the attitude estimation problem, with respect to the gravity vector, for mobile robots moving on a rough terrain. The proposed algorithm is based on the immersion and invariance technique. The performance of the proposed estimation algorithm is evaluated experimentally on a low cost mobile robot equipped with an inertial measurement unit.
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