The Mirror reports that the Gunners wanted to sign the 16-year-old, but Fulham refused to sell in the current transfer window.
Sessegnon has been hailed as one of the best left sided players in youth football.
The youngster is England under-16s captain and has been linked with a number of Premier League clubs in recent months.