Commissioner Kevin Bethel said in a tweet that the officer suffered a medical emergency.
The officer's name has not been released, though Bethel said the officer was a "dedicated veteran assigned to the Airport Unit."
The officer had "decades of service" and "served our city with honor," Bethel said.
"Please keep his family in your prayers," Bethel continued.