SweetHome3D is a great tool, thanks to its developers. My problem was that I expected the existence of this feature and made some drawing, assuming that these decorative changes could be made later. Would be nice, if it appeared in some future releases.

Another thing I have discovered, is that if I move the wall, its elements, like doors and windows, remain in their positions. They should stick down the wall.

Thanks!