Signal/Vector Reconstruction from Projections
We now arrive finally at the main desired result for this section:
Theorem: The projections of any vector onto any orthogonal basis set for can be summed to reconstruct exactly.
Proof: Let denote any orthogonal basis set for . Then since is in the space spanned by these vectors, we have
for some (unique) scalars . The projection of onto is equal to