 He was a member of the national team at the 1990 FIFA World Cup, as they were eliminated in the quarter-finals by Argentina after penalties.In addition, Brnović represented Yugoslavia at the 1988 Summer Olympics.His younger brother, Branko, also represented Yugoslavia internationally.