The singer will embark on a headline tour of the UK next year, which includes dates at London's Royal Albert Hall.
Speaking about her plans for the tour, Lewis told the Daily Star: "Even though I'm not Kanye West's biggest fan, I enjoyed his tour when it was just him on stage doing his thing.
"I love artists who can just stand there and hold their own, so I may, with this tour, do something that is totally stripped back and totally stark."
Lewis's third studio album Glassheart, which was preceded by lead single 'Trouble', is released in the UK today (October 15).
The star recently confessed that she recorded 'We Found Love' before Rihanna, but relinquished the song because she wanted to release a different track first.
Watch the music video for Leona Lewis's 'Trouble' below: