This is done by maximizing the
independence among source signals (Hyvärinen and
Oja, 2000). While studies have successfully used ICA
to measure heart rate, some researchers have also
implemented more complex methods to separate
source signals such as Laplacian Eigenmaps (Wei et
al., 2013), which allow for source signals to be nonlinearly
combined.