Zhannan Li

Particle filter with Lamarckian inheritance for nonlinear filtering

2016

The particle filter (PF) offers significant advantages over other nonlinear filters for non-Gaussian systems. However, it suffers from particle degeneracy and impoverishment, which can lead to deteriorated estimation performance. Through analyzing the filtering and Lamarckian …