The deal will be announced within the next few weeks, The Sunday Times reported.
Airlines have long-struggled to raise cash against what is one of their most valuable assets. Virgin Atlantic tried three years ago to raise £450 million through a similar arrangement.
The money the airline raises will reportedly be used to invest in new aircraft.