Knock at passenger side rear wheel

I have a knock at the passenger side rear wheel that I can't find when I look underneath the car. It doesn't happen on all bumps but it sounds like something is loose or worn out. It is driving us nuts. I haven't taken it to a garage yet I have been trying to solve the problem myself. The struts were replaced by Sears a couple of years ago. Does anyone have any ideas?