Application of Niching Genetic Extended Particle Filter in GPS/SINS Integrated Navigation

Abstract

Kalman filter is limited to apply to linear and Gaussian system only. Particle filter has the problem of degeneracy phenomenon and sample impoverishment caused by resampling. Aimed at solving problems above, this paper proposes Niching Genetic Algorithm Extended Particle Filter (NGA-EKPF), which improves resampling with niching genetic algorithm by… (More)

3 Figures and Tables

Topics

  • Presentations referencing similar topics