Minimum mean square distance estimation of a subspace

Olivier Besson, Nicolas Dobigeon, Jean-Yves Tourneret

We consider the problem of subspace estimation in a Bayesian setting. Since we are operating in the Grassmann manifold, the usual approach which consists of minimizing the mean squ…