How do I get more power to my rear home theater speakers?

I just installed two new rear speakers with subs in them. My problem is, they just don’t seem to have enough power going to them to make a difference in the home theater’s sound quality. I’m wondering if there is anything on the market that will boost the power that goes only to the two rear channel speakers?

Thanks in advance.