How do I start taking initiative in my relationship?

I don't speak up if I'm uncomfortable and hardly ever make plans for us when we hang out. He is a very open and straightforward person, so he is getting upset with me for my lack of proper communication. We've been together two years and have identified this as our main problem. Arguments have arised from this single issue many times.