We apply helical mapping (or vectorization) to ND spectral factorization.
Effects of the helical map are proved in the cepstral and Z-Transform domain.
The helical solution asymptotically converges to the ND solution.
Helical map can cancel the back propagating solution of the wave equation.
We apply our results to simulated data and to real solar data for helioseismology.