I never tried this as stove fuel, since rocket fuel is supposed to burn fast and hot which is not the best way to heat water. But if you can't wait for the Army researchers, making rocket fuel out of potassium nitrate and sugar is not that hard.

http://www.jamesyawn.com/skillet/large/index.html

Let me know how high you can launch your pot.