The band, who recently won 'Song of the Year' and 'Best Album' at the Mojo Awards, missed out on this year's lineup but are keen to perform next year.
Bang Showbiz quotes singer Tom Meighan as saying: "Last year was amazing so hopefully we'll be about next year and play it.
"I remember the sun going down and I had straw jacket on and long hair blowing everywhere all these flags - it was wonderful."
Of their next album, he said: "We've got a record coming. We're going to start recording it in the winter, in October. I can't give you any names - I can't say anything."