  Simultaneous stabilization problem arises in various systems and control
applications. This paper introduces a new approach to addressing this problem
in the multivariable scenario, building upon our previous findings in the
scalar case. The method utilizes a Riccati-type matrix equation known as the
Covariance Extension Equation, which yields all solutions parameterized in
terms of a matrix polynomial. The procedure is demonstrated through specific
examples.
