Waymond R. Scott

Low-rank physical model recovery from low-rank signal approximation

This work presents a mathematical approach for recovering a physical model from a low-rank approximation of measured data obtained via the singular value decomposition (SVD). The general form of a low-rank physical model of the data is often known, so the presented approach learns the proper rotatio…