In this Paper, we propose a method of personal authentication, using sensor data of a mobile terminal. First, we check the individual difference of acceleration data in the walking atction and investigate the validity of the features used by conventional researches.such as average and standard variation. We then apply the LPC cepstrum, which had been widely utilized in speech processing into this authentication task and check its validity.