This is a classical random walk in the plane, extensively studied wrt Brownian motion etc.. Other people here are more expert in the subject than I am, so I'll leave it for them to provide you with references.
Also, because the summands are bounded, you can apply Hoeffding's inequality or similar to find strong tail bounds.