At about 17 weeks I had the same exact experience. I wasn't sure if it was the baby or not, but I discovered if I squat and then lay down quickly on my back I feel the baby and I'm sure it's the baby now. It doesn't happen every time I do it, but it's happened a few times now.
Isn't it so exciting to feel the baby move?!!