It's not like density of chitin is significantly different from that of bone, though its hard to say if they'd need significantly more exoskeleton than humans have endoskeleton.
Pretty sure that's more a limit of their far less efficient respiratory and circulatory systems. Some arthropods became massive during the carboniferous, when oxygen levels may have reached as high as 30%.