Showing eess.SPShow all
2 papers · 1 filter
eess.SP2021
Stability and Convergence of Stochastic Particle Flow Filters
Liyi Dai, Fred Daum
In this paper, we examine dynamic properties of particle flows for a recently derived parameterized family of stochastic particle flow filters for nonlinear filtering and Bayesian…
eess.SP2021
A New Parameterized Family of Stochastic Particle Flow Filters
Liyi Dai, Fred Daum
In this paper, we are interested in obtaining answers to the following questions for particle flow filters: Can we provide a theoretical guarantee that particle flow filters give c…