They play Jordan at home on 19 June and away on 23 June in the Asian second qualifying round.
"It's been a long time since I was called up for the Olympic team. It's an important round because the losers will go out of the competition. I'm really glad that I was called up," Cho said in a statement.
The 22-year-old has scored one goal in five games this season for the J-League's Albirex Niigata.