Hi Magnus,
You can get the rough position from inertial data only. Keep in mind that it will drift quite a bit. @jaxxzer has spent some time testing this and has some videos on Youtube of the BlueROV reacting to position changes with only inertial sensing.
I’ll point him towards this post.
-Rusty