Never had that problem because i never get it that low. But thats probably normal. The percentage is an estimate. Your phone just doesn't have the power to stay on.
I don't let my phone drop that low, but this is a normal function with just about any phone these days. Since taking a li-ion down to 0% can cause charging issues. Here is some good information around this..