Say a man is blindfolded and is trying to get to a place. He can not see anything and he has to move by feeling things around him with his hands.
I found this verb "grope".
For example, He groped his way up the staircase in the dark.
Is "grope" a common word to express that meaning in everyday English? or do we have a more common term for it?