The show is expected to be rescheduled.
The 25-year-old Barbadian singer's symptoms were not disclosed, but UsMagazine.com noted she was forced to scrap two dates last month after contracting laryngitis.
Rihanna is scheduled to perform in Dallas Tuesday night.
Notable deaths of 2014 [PHOTOS]
Gwen Stefani finishing new solo album in Miami