service engine soon light

Ok my service engine soon light comes on and blinks then stays on steady and then blinks again and it feels like my motor is surging kind of a rocking motion when traveling down the road, but it only does that right when my low fuel light comes on, then when I fill it up with fuel it is fine. Is that my fuel pump causing that? I hardly ever run it down to low fuel.