City drew 1-1 at Southampton on Saturday.
Milner said: "With the disappointing results we have had away from home, it's important we try to go through the season winning every single home game.
"That won't be easy, but the way we are playing we can do that. Arsenal will be very tough - they will have a bit of a go."
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