A tight frame in a Hilbert space is a collection for which there is a constant
such that
for every vector in the space. Unlike an orthonormal
basis, a tight frame may be redundant. Nevertheless, every vector
has the reconstruction
A tight frame with
is called a Parseval frame. Tight frames are used in signal processing because redundancy
can provide robustness while retaining a simple reconstruction formula (Duffin and
Schaeffer 1952, Christensen 2016).