I found about this problem when moving from gnome to a minimalistic window manager that had no task bar whatsoever. I now use cnetworkmanager which is a python cmd application that uses dbus to connect with the regular NetworkManager service in Ubuntu, but for a couple of minutes it was a weird feeling, not being able to do something this basic