Former Genesis singer is said to be headlining festivals
The big event takes place at the Arthur Ashe Stadium in New York
The musician says that the subject of his memoirs "has been on my mind for a few years"
Collins played a seven-song set in Miami last night (March 11)
4,352 people signed the petition in total
Former Genesis drummer recently announced that he is coming out of retirement