The filamentation instability of electromagnetic electron and ion‐cyclotron waves is investigated by including the combined effect of relativistic electron mass variation as well as static density and field‐aligned magnetic field perturbations that are created by the radiation pressure. Analytical expressions for the critical power at which the instability starts are presented. The relevance of this investigation to radio‐frequency wave heating of fusion plasmas is pointed out.