The game is set to be played at the FNB Stadium on May 16.
Sundowns confirmed the news via their Twitter page on Friday.
This will be the second time the teams meet in South Africa.
In 2007, Barcelona came from a goal down to beat Sundowns 2-1 at the Loftus Versfeld Stadium.
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