The 36-year-old Briton, who has 28 wins from 31 bouts, ruptured an Achilles tendon in his defeat to underdog Tony Bellew in London in March.
The former WBA heavyweight champion, who was advised by doctors to retire after he underwent major shoulder surgery in 2013, has had long periods out of the ring without ever officially calling it a day.
"I am going to fight again before the end of the year," the Briton told reporters at a news conference to announce the first event to be put on by his new promotion company Hayemaker Ringstar.
The main bout of the Oct. 20 event will be the professional debut of Joe Joyce, Britain's super-heavyweight silver medallist at last year's Rio de Janeiro Olympics.
News that makes sense
Your trusted source for staying up-to-date with the world around you. Get free daily news updates and analysis, straight to your inbox.
Joyce, who turns 32 this month, has signed with Haye and will be fighting 35-year-old Briton Ian Lewison.
"Joe has all the tools to be the best heavyweight on the planet," said Haye. "He’s called ‘The Juggernaut’ because he just keeps on coming."
(Reporting by Nathan Lake, editing by Toby Davis)
