Ubuntu terminal, How do I "tab" (autocomplete) a filename window-cmd-style(cycle options)?

According to the comments on this page, putting

bind '"\t":menu-complete'

in your .bashrc should enable cyclic tab completion.

See section 8.4.6 of the Bash Reference Manual for more information.