In the Fourier domain, the following identity must hold for all
Applying making successive substitutions,
Enumerating
If , then
which is the inverse filter solution. This iteration retains many of disadvantages of the inverse filter operation, but
For this iteration to converge, we need , or equivalently
which is a disk of radius 1 centered at (1,0) in the complex plane with axes and .
For real-valued and ,
The final condition is a common necessary condition for convergence in iterative linear systems, e.g. adaptive LMS FIR filters.