MMSE Bounds Under Kullback-Leibler Divergence Constraints on the Joint Input-Output Distribution

Michael Fauß, Alex Dysto, H. Vincent Poor

This paper proposes a new family of lower and upper bounds on the minimum mean squared error (MMSE). The key idea is to minimize/maximize the MMSE subject to the constraint that th…