Abstract: Firstly, the research signification is analyzed. Secondly, a new localization method for mobile robots running on inclined planes, which based on fusion of odometric and inclinometric data by Kalman filter, is presented. Last, some experimental results of trajectory estimations in order to evaluate our localization method.