Modeling and Identification of Low Rank Vector Processes

Giorgio Picci, Wenqi Cao, Anders Lindquist

We study modeling and identification of processes with a spectral density matrix of low rank. Equivalently, we consider processes having an innovation of reduced dimension for whic…