Michael Skubala makes five changes to the side that lost narrowly to world champions Chelsea on Tuesday evening.
George Wickens returns in goal, replacing Zach Jeacock, with Tom Bayliss coming back into midfield.
There are also starts for defenders Adam Reach and Adam Jackson, with forward James Collins returning to the attack.
Skubala said: "We've come off the back of two big tough games, so mentally and physically we're going to have to be on it. They've turned around their form.
"The changes on Tuesday worked really well, but the lads who played against Luton Town played well and we think they'll set up similar to the way Luton did last Saturday. We've a gameplan which we think works with the players we've got."
Imps: Wickens, Darikwa, Reach, Jackson, Bayliss, Collins, McGrandles, Bradley, Street, House, Draper.
Subs: Jeacock, Towler, Hackett, Okoronkwo, Obikwu, Hamer, Varfolomeev.