It is instructive to consider the approximation of signal
at coarseness-level-
of
the Haar system. For the Haar case, projection of
onto
is accomplished using the basis coefficients
giving the approximation
where
This corresponds to taking the average value of the signal in
each interval of width
and approximating the function by a constant over
that interval (see
).