The sum of absolute values of the individual axes of accelera- tion may stay above the threshold a_t for a long time if there is interfering accelerations present from swing- ing arms, for example. Thus, steps are masked out by this interference. The problem could be remedied by raising the cutoff frequency of the high pass filters.