Research Article

Robust Heading Estimation for Indoor Pedestrian Navigation Using Unconstrained Smartphones

Table 1

Confusion table of the proposed motion states detection and discrimination algorithm.

ā€‰Hand movementPosition transitionUser turnNormal walking

Hand movement0.95200.0180.03
Position transition0.0070.9880.0050
User turn00.0110.9890
Normal walking0.005000.995