You may also be interested in the discussion I had with @baggepinnen here: Robust resampling/interpolation method - #17 by langestefan
My application was identification, the rolling forecast method turned out to work extremely well for that purpose (slow dynamics, noisy data, large disturbances, long forecast horizons).
LowLevelParticleFilters.jl can do many things 