As you can see from the two equations you wrote down, each equation gives two new unknowns.
Thus in the end, you have N equations for (2*N) unknowns which means that your linear system of equations is drastically underdetermined. E.g. E = F = 0 for all times is a solution.
As long as you cannot give a second recursion or fix E or F for all times, a reasonable solution is out of reach.