Can you get your period and still be pregnant?

I got my period late, it's not as heavy as usual & wondering if it's possible I could be pregnant?
I have had a suspected miscarriage late last year as I had pink blood which led to clots but was just wondering if this is possible? 
Or maybe I'm just wanting to be pregnant to hard :( 
We've been trying for months also