# Highly Nonlinear Approximations for Sparse Signal Representation

## The spaces , and

The **Euclidean space**
is an inner product space with
inner product defined by

The **space** is an inner product space of
functions on with
inner product defined by

The **space** is the space of functions on
having continuous derivatives up to order
.
The space of continuous functions on is denoted as .