Research Article

Research on Extended Kalman Filter and Particle Filter Combinational Algorithm in UWB and Foot-Mounted IMU Fusion Positioning

Table 5

Error comparison and analysis based on the five algorithms.

Route 1Route 2
Mean errorMaximum errorMinimum errorMean errorMaximum errorMinimum error

ZuptImu0.9873.4050.0120.7892.8250.006
OptUwb0.5962.0110.0030.7516.6780.001
PfUwb0.6242.0670.0090.5271.4990.003
PfImuUwb0.6372.0870.0010.5311.4620.001
PfEkfImuUwb0.6852.5760.0030.5051.3560.009