Orthonormal decomposition of signals in eigen-decomposed linear systems

This short article provides a geometrical platform assembled by four Hilbert spaces isomorphic to one another, for the operation of linear systems on signals. Over the created platform, signals, systems, and Fourier in the sense of functional are treated to be vectors, operators, and rotation, respectively, in the sense of geometry.