  We discuss applications of nonlinear filtering of time series by locally
linear phase space projections. Noise can be reduced whenever the error due to
the manifold approximation is smaller than the noise in the system. Examples
include the real time extraction of the fetal electrocardiogram from abdominal
recordings.
