I need ideas for a shrimp broth.?

I am making Alton Brown's gumbo recipe which calls for head-on shrimp. You boil the shrimp heads and shells into a broth. I don't have anyplace near that sells head on shrimp, so I am thinking of ways to substitute it. Can you help me.?