The position estimation method based on fingerprint of the assumption that any position has a unique signature Powers represented RSSI by a vector. This vector is affected by Gaussian noise. Creating a database positioning data and executing filters for estimating state Kalmann as filter and particulate filters, can eliminate the noise and estimate future positions based on predictions and actual measurements.