Make sure you're turning the wheel in the right direction (counter-clockwise when looking from the bottom).
I have the XTi and BG-E3 battery grip and it is possible to make it a little too tight. If I can't get it off easily, I brace the body between my knees and use my right and left thumbs to turn the wheel.