My storage compartments are a lot larger so I will not try to address that aspect of the question.
Have you looked at this type:
http://www.amazon.com/Caravan-Sports...recliner+chair
I bought a couple of similar ones from Home Depot.
You should be able to make a ladder mount to carry them if they do not fit in the compartment.