Velocity filtering is used to determine transportation mode —
‘‘walking’’ or ‘‘not walking’’ and in other stages of the proposed
algorithm. To determine the transportation mode, a first order
Inverse Impulse Response (IIR) filter is used —Short Time Velocity
Filtering (STVF):