People usually smile without saying anything, but it is not inappropriate to say 'hello'(Konnichiwa or Konbanwa, depending on when you go to a restaurant.)
I don't know about saying "irasshai mashita", you might get a strange reaction unless you say that as a joke because you know the people who work at the restaurant very well...