This thesis aims to develop a 2D handwritten digital recognition system based on inertial sensing technology and its trajectory reconstruction and recognition algorithm, which can capture the user's Arabic numerals and English letters writing motion signals, and reconstruct and identify the writing trajectory and present the identification result on operation interface. the experimental results have successfully validated the effectiveness of the 2D handwritten digit recognition system and its related algorithms.