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New bounds are derived for the eigenvalues of sums of Kronecker products ofsquare matrices by relating the corresponding matrix expressions to thecovariance structure of suitable bi-linear stochastic systems in discrete andcontinuous time.

Simple Spectral Bounds for Sums of Certain Kronecker Products