In the present talk, an approach is proposed for the robust rejection of bounded exogenous disturbances in linear dynamic systems subjected to matrix uncertainties. The problem is formulated in terms of invariant ellipsoids and linear matrix inequalities serve as a basic solution tool. The statement of the problem covering the presence of matrix uncertainties traces back to paper by I.Petersen, where a specific lemma on matrix uncertainties was used as a technical solution tool.