Kronecker Sum Decompositions of Space-Time Data

Kristjan Greenewald, Theodoros Tsiligkaridis, Alfred O Hero

In this paper we consider the use of the space vs. time Kronecker product decomposition in the estimation of covariance matrices for spatio-temporal data. This decomposition impose…