This paper explains how to describe any finite-energy signal through a unique representation consisting of an ordered set positions and sparse signals. is obtained by designing iterative decomposition series mirror operations around those positions. The purpose find at step the location that provides for maximum decoupling between even odd components with respect it. By limiting such on three s...