Backed by hits such as One More Night, Against All Odds and A Groovy Kind of Love, Collins has sold more than 100 million albums as a solo artist and another 150 million with Genesis.
Collins initially moved from Switzerland to Miami after he split in 2006 with his wife Orianne, who brought their two sons to the Florida metropolis.
In the interview, Collins said that the divorce prompted a dark period in his life.
"I killed my hours watching TV and drinking, and it almost killed me. But I haven't had a drink in three years," he said.
He said that he felt more comfortable returning to the road as his sons are older, at 10 and 14.
Despite the lack of new albums since 2002's Testify, Collins has worked on other projects including writing songs for the Broadway musical Tarzan.
Collins said he has convened a band that includes drummer Jason Bonham, the son of Led Zeppelin's late John Bonham.
- AFP