This paper focuses on aerial handwriting interface and describes effective features for character recognition and writer identification. In the character recognition,the individuality should be removed,but it is important in the writer identification. In experiments,we extracted Fourier descriptor form acceleration signals of handwriting gesture and investigated the characteristics of the individuality and the character shape.