Beyond Prior Limits: Addressing Distribution Misalignment in Particle Filtering

Yiwei Shi, Jingyu Hu, Yu Zhang +4

Particle filtering is a Bayesian inference method and a fundamental tool in state estimation for dynamic systems, but its effectiveness is often limited by the constraints of the i…