Lady Gaga -- It's Official ... I'm Doing Super Bowl Halftime!!

Lady Gaga has been promoted from the National Anthem at last year's Super Bowl ... to headlining Super Bowl LI in February ... the NFL has confirmed. The timing couldn't be more perfect for Gaga ... who is launching a new album in October. Gaga…