Abstract An algorithm for extracting individual signs of a person’s gait according to the data mobile phone accelerometer is considered. The developed includes stage segmentation, correlation selection motion patterns, and clustering procedures. By selecting noisy segments, quality extraction features improved. results work allow us refine existing models changes in human motor behavior persona...