Research Article

An Adaptive Unscented Particle Filter Algorithm through Relative Entropy for Mobile Robot Self-Localization

Table 3

Experiment results of AUPF, PF, and UPF.

Algorithm AUPF PF UPF

MRPE 9.62 18.91 7.86
Average run time (ms) 3.396 2.262 4.635
Average number of particles 298 400 400