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Given to the specificity of positioning in fire ground, inertial navigation positioning technology based on Pedestrian Dead Reckoning (PDR) is most widely used. Stride estimation algorithm is the core of PDR. In order to improve the accuracy of it, in this paper, we selected three factors of stride (acceleration amplitude, step frequency and height) to build an empirical model for stride estimation...